Data analysis volunteer roles

​Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

Monitoring, evaluation and learning coordinators wanted to help East London Waterworks Park deliver its environmental learning goals. 

East London Waterworks Park is a volunteer-led charity that has won a 2024 New London Architecture award and raised £2m towards buying land from the Department for Education to transform the 14-acre Thames Water Depot on Lea Bridge Road on the border of Waltham Forest and Hackney, into a new biodiverse park with natural swimming ponds, forest schools and community spaces. 

We are looking for a volunteer to track the impact of our educational initiatives, gather data, and support continuous improvement in our learning programs. This role ensures that our learning activities are effective and contribute meaningfully to ELWP’s overarching goals.

This role would include:

• Developing measures of success of existing environmental education initiatives
• Collecting and analyzing feedback from programme participants
• Recommending improvements based on data insights

Schools, universities and youth groups we've collaborated with include:

• Waltham Forest College 
• Henry Maynard Primary School, Walthamstow
• Buxton School, Leytonstone
• Kingsmead Primary School, Hackney
• Daubeney Primary School, Hackney
• UCL 
• Royal College of Art
• University of Westminster 
• Project Zero
• Voyage Youth 
• Loyola University Chicago 
• Vanderbilt University Nashville

The Learning Circle currently meets monthly on a Wednesday evening at 8pm for an hour on Google Meet and spends voluntary time outside of the meeting completing agreed tasks remotely.

We're looking for people to lead on these projects and facilitate the direction of the learning working group.

Individuals with experience in research, programme evaluation, data analysis, or education assessment are encouraged to apply. Attention to detail and an interest in measuring impact will be key strengths in this role. Our roles are quite flexible. We hope that people bring radical imagination, peace with nature, and courageous inclusiveness to the role. 

Your support will help young people and learners improve their environmental knowledge of design and research as well as contributing to our community-owned park. This will in turn provide a sense of stewardship over the land once the park is created and student's ideas have been built into the park. Creating learning projects with educational institutions will also help our charity with the strategy to buy the land through showing the value of our environmental education programme before we create the park. 

You will have a significant impact on the creation of a new biodiverse community-owned park with free access natural swimming ponds. By volunteering in this role, you will help shape the future of East London Waterworks Park as a community-led environmental learning space. This  will also help our charity with the strategy to buy the land through showing the value of our environmental education programme before we create the park. If you’re interested in joining us, we’d love to hear from you!

Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

​Who are Governors for Schools?

Governors for Schools operates across England and Wales to improve educational standards and ensure all children and young people have the chance to realise their full potential.

We believe the key to improving school performance is effective governance. By finding, nurturing and supporting a committed network of governors, we drive positive systematic change that benefits each and every student, regardless of their background.

Governors for Schools recruits and matches volunteers with school governing boards and provides ongoing support.

What’s involved?

There are governor vacancies across England and Wales. Some schools are also looking for remote governors who don't need to live near the school they support.

Governors volunteer at board level to set the strategic vision for their school. This involves constructively challenging current processes, using your unique skills to support senior leaders, and overseeing school finances. You’ll be involved in areas such as monitoring, budget management, and data analysis. As well as putting your expertise to good use, you’ll have the opportunity to develop your professional skills. Ultimately, you’ll work towards facilitating the delivery of a broad and exciting curriculum and oversee wellbeing and inclusion initiatives. Governance represents a fantastic opportunity to develop yourself while making a real impact on the education of children and young people.

Governors work collaboratively with the headteacher and other members of the board, including parents and school staff. In most schools, full board meetings are held termly, as are committee meetings. Many governors will sit on a committee linked to their expertise or interests, such as teaching and learning or finance and resources. In addition to attending meetings, governors will need to read the papers in advance, complete training courses, and occasionally visit their school.

Governors usually support schools for a period of four years and with an estimated time commitment of 7 hours per month. During these hours, you will attend meetings, read papers, attend training sessions, and make occasional visits to school.

Who can be a governor?

The most important part of being a governor is the ability to ask questions, provide support and have the best interests of the school at heart. You don't have to be a parent or have experience in education to become a governor. Schools seek a  wide range of skills to support the board, including finance, HR, and data analysis.

Boards also need governors with a diversity of backgrounds and lived experiences to ensure a range of perspectives are considered during board meetings.

Schools welcome professional experience, as well as community insight and experience of working collaboratively.

You need to be aged 18 or above and there are certain criminal convictions that would exclude you from the role. A Disclosure and Barring Service check will be carried out by the school.

What’s the process?

You can find out more about the school governor role by attending one of our recruitment webinars.

You can complete your online profile on the website, including your motivation to take on the role, your skills and your school preferences. Your regional Partnership Manager will then look at vacancies that match your requirements. Once a school is identified, you will have the opportunity to discuss the role with them in more detail, visit the school, and observe a meeting. If appointed, a DBS check will take place and, in some cases, the school will seek references.

Ongoing support

Governors for Schools isn’t just a matching service. We want to help you thrive in your role through bespoke and ongoing support. We provide eLearning and monthly webinars covering a variety of topics to increase your knowledge of the education sector and governance. You’ll also have access to The Key for School Governors, an information hub designed to show new governors the ropes and offer a useful point of reference for existing governors.

We’re looking for a communications-minded creator to lead Europia’s external newsletter (every two months) and coordinate content for the Annual Report. You’ll gather information, quotes and photography from staff, volunteers, partners and funders; shape it into clear, engaging content; and help present Europia’s impact in an accessible, on-brand way.

Key Responsibilities

• Bi-monthly newsletter: Plan, draft, edit and build the external newsletter in Mailchimp (headlines, copy, visuals, links).

• Annual Report coordination: Run a quarterly content cycle for the 2025–26 Annual Report - collect updates, data, quotes and photos; draft sections; support layout/visuals.

• Content gathering: Proactively seek photos and quotes from staff, volunteers, partners and funders (with consent/attribution and basic accessibility).

• Design & layout: Use Canva (and Mailchimp templates) to create consistent, on-brand assets for newsletters and report pages.

• Quality & accessibility: Proofread, check links, follow brand guidelines (tone, fonts, colours), and apply accessibility best practice.

• Light analytics: Track opens/clicks and note simple insights to improve future editions.

• Collaboration: Liaise across teams and with external stakeholders to schedule inputs/approvals; maintain a tidy content tracker and deadlines.

Qualifications & Skills

• Strong written English with excellent editing/proofing and attention to detail.

• Ability to design and edit newsletters in Mailchimp and create assets in Canva.

• Interest in design and a passion for written communications.

• Ability to research/review external annual reports to benchmark and inspire an impactful Europia report (desirable).

• Highly organised, self-motivated, confident coordinating multiple contributors.

• Clear, professional communication with internal and external stakeholders.

Time Commitment

• Around 10 hours per month.

• Minimum check-in every two weeks (fortnightly) for planning and approvals.

Benefits

• Create high-visibility pieces that showcase Europia’s work and impact.

• Build a portfolio across email publishing and impact reporting.

• Supportive team, references, and travel expense coverage for agreed in-person activity.

• A flexible, meaningful role that suits full-time students, people in work, or full-time homemakers, connecting you with a wide range of partners and stakeholders.

• Training provided (platforms, brand, accessibility, approvals) plus regular supervision and templates to get you started.

Join the University of Cumbria Students’ Union (UCSU) as an External Trustee

About UCSU

UCSU is a vibrant, student-led charity representing over 10,500 students across our campuses and partner locations. We exist to ensure every student — from undergraduates and postgraduates to work-based learners — has the opportunity to make the most of their university experience. Whether it’s through societies, volunteering, representation, campaigns, or support services, UCSU works to amplify student voices and help them thrive academically, socially, and personally.

We’re looking for an External Trustee with experience in finance, accountancy or strategic business leadership to join our board - someone passionate about student life, who can bring fresh ideas, listen actively, and contribute thoughtfully to the future direction of our union. This is a fantastic opportunity to influence and enhance the student experience across our diverse community — from London to Ambleside, Carlisle to Lancaster — and help shape a union that truly reflects its members.

Key Responsibilities

• Contribute to the strategic oversight, governance, and decision-making of UCSU.
• Provide challenge, guidance, and support to ensure sound governance and financial sustainability.
• Work collaboratively with Student Officer Trustees, Student Trustees, and senior staff to deliver UCSU’s mission and strategic goals.
• Champion UCSU’s values and promote a culture of inclusivity, transparency, and student empowerment.
• Act as an ambassador for UCSU within the University, local community, and wider higher education sector.

Candidate Profile

• Experience of operating at Board or senior management level within a charitable, public, or commercial organisation.
• Skills and experience in finance & accountancy – this will complement the existing skill-set of our current board
• Strong understanding of effective governance and the responsibilities of trusteeship.
• Strategic vision, sound judgment, and a commitment to UCSU’s values and student-led ethos.
• A commitment to equality, diversity, and inclusion, and an understanding of the needs and experiences of students today.
• An interest in and passion for the local area would be a big advantage

UCSU’s Commitment to Diversity

UCSU is committed to building a Trustee Board that reflects the diversity of its membership and the communities it serves. We actively encourage applications from underrepresented groups, including racially and ethnically minoritised individuals, women, non-binary people, and people with disabilities.

Time Commitment

• Approximately 5 Board meetings per year plus 2 finance sub-committee meetings (all remote)
• Trustees may also be invited to attend training, strategy sessions, and UCSU events.
• The role is voluntary, though reasonable travel expenses will be reimbursed.

How to Apply

If you’d like to have an informal conversation about the role, please contact Jamie Reynolds at Marble Mayne Recruitment.

To apply, please send your CV to receive the full recruitment pack and application details.

Key Dates

Applications close: Friday 14th November at 12 noon
Interviews: TBC – likely week commencing 17th November (online)

About DMAFB

From One Act of Kindness to a Global Movement

A stranger's simple act of helping someone find a home sparked a journey that would become DMAFB. Founded on the principle of "I help you, you help me. Everybody happy" - we're building a digital wellbeing platform that transforms micro-acts of kindness into tools for connection, cultural exchange, and mental wellbeing improvement.

Our Mission: Prevent burnout, improve workplace morale, and make kindness a natural part of daily work life through science-driven, human-first interventions.

What we're building

We're developing an MVP platform that combines:

• Predictive analytics for early detection of workplace wellbeing issues
• Real-time monitoring and personalised intervention recommendations
• Time-series tracking of individual and team wellness metrics
• Pattern recognition to identify hidden risks before they become crises
• A lightweight, intuitive interface that seamlessly integrates into daily workflows

This isn't just another wellness platform - it's a proactive system that shifts organisations from reactive surveys to meaningful, data-driven support.

What we need

We're seeking a volunteer Full Stack Developer with experience in:

Recommended Tech Stack

Backend

Primary Framework Options:

• Python with Django/FastAPI - Ideal choice given the ML/AI requirements (predictive modeling, anomaly detection with auto-encoders)
• Node.js with NestJS - Good for real-time data processing and high concurrency
• Java/Kotlin with Spring Boot - Enterprise-grade with strong security

Recommendation: Python with FastAPI

• Excellent for ML integration (scikit-learn, TensorFlow, PyTorch)
• Fast performance with async capabilities
• Native support for data science libraries
• Easy API documentation with OpenAPI/Swagger

Database Architecture

Primary Database:

• PostgreSQL - ACID compliance, excellent for complex queries and analytics
• Supports time-series data for tracking trends over weeks/months/quarters

Additional Data Stores:

• Redis - Caching layer for real-time scoring and dashboard performance
• TimescaleDB (PostgreSQL extension) - Optimized for time-series wellbeing data
• Elasticsearch - Fast searching through historical patterns and anomaly detection

Machine Learning & Analytics

• Python ML Stack:
  • scikit-learn for predictive modeling
  • TensorFlow/PyTorch for auto-encoder neural networks (anomaly detection)
  • pandas/NumPy for data analysis
  • SciPy for statistical analysis

Real-Time Processing

• Apache Kafka or RabbitMQ - Event streaming for survey responses and intervention triggers
• Celery - Asynchronous task queue for scheduled interventions and alerts

Frontend

• React or Vue.js - Interactive dashboards
• D3.js or Chart.js - Data visualizations
• Material-UI or Tailwind CSS - Component library

Security & Privacy (Critical for HR Data)

• OAuth 2.0 / OpenID Connect - Authentication
• Role-Based Access Control (RBAC) - Manager/employee/HR permissions
• End-to-end encryption for sensitive employee data
• Audit logging for compliance (GDPR, HIPAA if applicable)

Cloud Infrastructure

Recommended: AWS or Azure

• Compute: ECS/EKS (AWS) or AKS (Azure) for containerized services
• Storage: S3/Azure Blob for documents and resources
• CDN: CloudFront/Azure CDN for fast resource delivery
• Monitoring: CloudWatch/Azure Monitor + DataDog or New Relic

Architecture Pattern

Microservices Architecture:

1. Survey Service - Data collection
2. Analytics Service - Scoring and pattern recognition
3. Intervention Service - Triggered actions
4. Notification Service - Email/in-app alerts
5. Dashboard Service - API for frontend
6. ML Service - Predictive modeling

Key Technical Considerations

For the Item-Level Anomaly Detection:

• Auto-encoder neural networks to detect unusual patterns
• Real-time scoring with <100ms response time
• Batch processing for trend analysis

For Predictive Modeling:

• Time-series forecasting models (LSTM, Prophet)
• 1-4 week prediction windows
• Continuous model retraining with new data

For Privacy:

• Data anonymization at the database level
• Aggregation services that prevent de-anonymization
• Separate data stores for identifiable vs. anonymous data

What you'll contribute to

• Core platform architecture for our MVP launch
• Integration points for predictive models and analytics
• User-facing features that make wellbeing interventions effortless
• A scalable foundation that can grow with our community

What you'll gain

✨ Purpose-driven work - Help prevent burnout and improve lives globally
�� Ground-floor opportunity - Shape the technical foundation of a growing movement
�� Collaborative team - Work alongside ML specialists and wellness experts
�� Portfolio value - Real-world experience building AI-integrated healthcare tech
�� Potential equity - As we grow, early contributors will be considered for equity opportunities

Position Overview:
The Programme Specialist is critical in supporting the delivery of a high-impact employability and skills development programme. Working under the guidance of the Programme Lead, this position focuses on coordinating projects, managing participant engagement, and ensuring the smooth execution of training initiatives, mentorship activities, and job placement efforts. The Programme Specialist directly empowers individuals to achieve workforce readiness and sustainable employment.

Key Responsibilities:

1. Project Coordination:

   • Assist in managing day-to-day activities of the programme, including onboarding, skills assessments, and skills development of participants.

   • Track progress against programme milestones (e.g., participant enrollment and completion rates) and flag delays to the Programme Lead.

2. Participant Support:

   • Serve as a primary point of contact for participants, addressing inquiries and providing guidance on programme resources, training modules, and job search tools.

   • Maintain accurate participant records, including attendance, skill assessments, and post-program outcomes.

3. Stakeholder Engagement:

   • Support the Programme Lead in building relationships with internal stakeholders.

4. Data Management & Reporting:

   • Collect and analyse data on participant progress, employment outcomes, and programme effectiveness using CRM systems or databases.

   • Prepare regular reports for the Programme Lead to inform decision-making and demonstrate impact to funders/stakeholders.

5. Logistics & Compliance:

   • Manage programme materials, including training resources, digital platforms, and participant handbooks.

   • Ensure compliance with programme guidelines, confidentiality policies, and grant reporting requirements.

1. Continuous Improvement:

   • Gather feedback from participants and partners to identify opportunities to enhance programme delivery.

   • Support the implementation of new tools or processes to improve efficiency and participant satisfaction.

Required Qualifications:

• Education: Bachelor’s degree in Social Sciences, Education, Human Resources, or a related field.

• Experience:

  • 1–3 years in programme coordination, workforce development, adult education, or a similar role.

  • Experience working with diverse populations, including youth, underserved communities, or career changers.

• Skills:

  • Strong organisational and multitasking abilities, with attention to detail.

  • Proficiency in Google products (Forms, Sheets, Docs, Slides) and familiarity with CRM tools.

  • Excellent interpersonal and communication skills for engaging participants and stakeholders.

  • Basic data analysis and reporting capabilities.

The Professional Development Programme with Quilombo UK is a 16-week UNPAID opportunity that requires a minimum commitment of 12 hours per week, Monday to Friday.

QUILOMBO UK is dedicated to fostering an inclusive workplace environment that values diversity and promotes equality for all employees. As part of our commitment to upholding these principles, we adhere to the guidelines outlined in the Equality Act 2010. We firmly believe in creating a workplace where all individuals are respected and treated fairly. Discrimination of any kind will not be tolerated.

Position Overview:
The Programme Specialist is critical in supporting the delivery of a high-impact employability and skills development programme. Working under the guidance of the Programme Lead, this position focuses on coordinating projects, managing participant engagement, and ensuring the smooth execution of training initiatives, mentorship activities, and job placement efforts. The Programme Specialist directly empowers individuals to achieve workforce readiness and sustainable employment.

Key Responsibilities:

1. Project Coordination:

   • Assist in managing day-to-day activities of the programme, including onboarding, skills assessments, and skills development of participants.

   • Track progress against programme milestones (e.g., participant enrollment and completion rates) and flag delays to the Programme Lead.

2. Participant Support:

   • Serve as a primary point of contact for participants, addressing inquiries and providing guidance on programme resources, training modules, and job search tools.

   • Maintain accurate participant records, including attendance, skill assessments, and post-program outcomes.

3. Stakeholder Engagement:

   • Support the Programme Lead in building relationships with internal stakeholders.

4. Data Management & Reporting:

   • Collect and analyse data on participant progress, employment outcomes, and programme effectiveness using CRM systems or databases.

   • Prepare regular reports for the Programme Lead to inform decision-making and demonstrate impact to funders/stakeholders.

5. Logistics & Compliance:

   • Manage programme materials, including training resources, digital platforms, and participant handbooks.

   • Ensure compliance with programme guidelines, confidentiality policies, and grant reporting requirements.

1. Continuous Improvement:

   • Gather feedback from participants and partners to identify opportunities to enhance programme delivery.

   • Support the implementation of new tools or processes to improve efficiency and participant satisfaction.

Required Qualifications:

• Education: Bachelor’s degree in Social Sciences, Education, Human Resources, or a related field.

• Experience:

  • 1–3 years in programme coordination, workforce development, adult education, or a similar role.

  • Experience working with diverse populations, including youth, underserved communities, or career changers.

• Skills:

  • Strong organisational and multitasking abilities, with attention to detail.

  • Proficiency in Google products (Forms, Sheets, Docs, Slides) and familiarity with CRM tools.

  • Excellent interpersonal and communication skills for engaging participants and stakeholders.

  • Basic data analysis and reporting capabilities.

The Professional Development Programme with Quilombo UK is a 16-week UNPAID opportunity that requires a minimum commitment of 12 hours per week, Monday to Friday.

QUILOMBO UK is dedicated to fostering an inclusive workplace environment that values diversity and promotes equality for all employees. As part of our commitment to upholding these principles, we adhere to the guidelines outlined in the Equality Act 2010. We firmly believe in creating a workplace where all individuals are respected and treated fairly. Discrimination of any kind will not be tolerated.

If you have charity retail or retail management experience, we would love to hear from you.

Your experience can ensure our existing 3 charity shops generate sustainable income for our branch, which goes to fund the care and rehabilitation of animals in need to find their forever homes. 

About us:

RSPCA Lincolnshire Mid, NE & Lincoln Branch rehabilitates and re-homes animals rescued by the RSPCA's national Inspectors. We also promote responsible pet ownership and hold animal action days such as for microchipping.

We currently run 3 charity shops and regular fundraising events, to support more than 100 animals escape cruelty and neglect, to find their forever home each year.

What you can bring to our board:

The Trustees make extremely important decisions for the branch, for example deciding on how to raise income for the branch, as well as meeting in sub-groups to consider important subject matters with recommendations being made to the full board of trustees.  Our branch is an extremely passionate branch with 8 trustees currently forming the committee.

We are looking for someone willing to bring their retail management experience to our board. We want to ensure our current shops generate sustainable income for the branch, as well as grow our shop network across our branch area over time. You will support our decisions around revenue models, customer service, marketing, data analysis and pricing. You may have experience of increasing revenue through strategic partnerships, gift aid, online sales, employee and volunteer engagement/training, volunteer recruitment and much more. 

You will ideally live and/or work in our branch area in Lincolnshire, UK, to bring local insight to our retail decisions.

We meet monthly as a board, with most of these online but we like to also meet at least 3 times each year in-person, as well as take part in the branch's local fundraising events. 

If you would like an informal chat about the opportunity, please contact the Chair, Sophie Easteal.

We’re looking for reliable, tech-savvy people who’d like to use their digital or IT skills to help improve our online systems and website.

As a Web and IT Support Volunteer, you’ll help us keep our website up to date, support digital record-keeping and assist with maintaining efficient systems that help us work effectively. You’ll play an important role in helping us stay connected, accessible and organised across our programmes.

This role is ideal for someone with an interest in IT, websites or digital operations who wants to make a practical contribution to community-focused work.

What You’ll Be Doing

• Updating website pages with new events, news and programme information
• Supporting the layout and accessibility of website content
• Uploading photos, articles or updates to digital platforms
• Helping staff and volunteers use digital tools
• Assisting with digital forms, data collection and record management
• Providing basic troubleshooting support or referring technical issues to the appropriate person
• Helping test and improve the digital tools and systems used by the team

Skills and Qualities We’re Looking For

• Confidence using websites, IT systems and digital tools
• Good understanding of basic data management and online platforms
• Problem-solving and attention to detail
• Clear communication and teamwork skills
• Reliable and organised approach to tasks
• Awareness of data protection and confidentiality principles

What You’ll Gain

• Experience supporting the digital operations of a community charity
• Opportunities to develop IT, web management and problem-solving skills
• Insight into digital tools used in the voluntary sector
• The satisfaction of helping improve online access and efficiency

About Us

We are a community-led charity tackling poverty at its root by empowering people and communities to overcome barriers and build sustainable futures.

Our programmes support children, young people, adults and families through education, employability, wellbeing and social inclusion activities that promote confidence, connection and opportunity.

Safeguarding and Inclusion

We are committed to safeguarding and promoting the welfare of children, young people and adults involved in our work.

Safeguarding training will be provided for all volunteers and a Disclosure and Barring Service (DBS) check may be required for this role.

We welcome volunteers from all backgrounds and will make reasonable adjustments to support participation wherever possible.