Data input volunteer volunteer volunteer roles in Cardiff bay, cardiff

African Development Choices (ADC) is a UK-registered charity on a mission to reduce poverty by empowering communities to make more informed choices in the management of public resources.

ADC’s purpose is to enable communities to independently meet their needs for essential services, such as clean water and safe sanitation, and improve lives in Africa.

At ADC we encourage a working culture of seeking and giving input, showing and taking initiative, and commitment to the organisation and its purpose.

We now have an exciting opportunity for a volunteer Senior AI Agent Architect to join ADC and help build a live prototype of MajiGuard AI.

Main purpose of job:

To lead the technical design and hands-on development of MajiGuard AI, an agentic AI prototype that helps ADC identify underused WASH resources, structure recovery and reallocation cases, and verify that recovered value reaches facility upgrades and operations and maintenance.

Division: Technology / AI Innovation

Department: Product & Engineering

Position reports to: Head of AI Innovation

Direct reports for the position: Volunteer AI engineers, developers and technical contributors

Main Duties & Responsibilities:

• Lead the end-to-end architecture of MajiGuard AI, including the selection and integration of models, agent workflows, orchestration tools, retrieval systems, data structures and human-in-the-loop controls appropriate for a live prototype.

• Translate ADC’s operational goals into practical AI workflows, especially for identifying underused WASH resources, standardising evidence and case preparation, supporting recovery and reallocation decisions, and verifying delivery of value to facility improvements and ongoing operations and maintenance.

• Build and iterate a live prototype using pragmatic, cost-effective tooling, with strong attention to reliability, traceability, security, maintainability and ease of future scaling.

• Design structured inputs, prompts, evaluation criteria and decision logic so that outputs are useful to non-technical ADC teams working across programmes, research, partnerships and leadership.

• Establish a technical roadmap for the prototype, including architecture choices, milestone planning, testing priorities, deployment options and documentation for future funders, partners and developers.

• Work closely with ADC leadership to shape the product vision and ensure the prototype aligns with ADC’s wider governance and public service innovation model.

• Advise on suitable approaches for data governance, privacy, model risk, hallucination control, auditability and responsible AI use in the context of public-resource management and service delivery.

• Define and monitor prototype success metrics, including usefulness, accuracy, turnaround time, workflow fit, and operational learning that can strengthen grant applications, partnerships and future product development.

• Support the transition from local experimentation to a live prototype environment, including basic cloud or hosted deployment thinking, version control practices and engineering handover readiness.

• Mentor and coordinate other volunteer technical contributors where relevant, helping ADC build a small but high-quality AI capability around MajiGuard AI.

Knowledge, skills, and experience:

Essential

• 8+ years of relevant experience in AI, machine learning, applied NLP, intelligent automation, agentic systems, or modern software engineering for production-grade data or AI products

• Strong hands-on experience designing and building AI systems, including LLM-based applications, retrieval-augmented generation, agent workflows, orchestration frameworks, evaluation pipelines and API integrations

• Experience taking ideas from concept or prototype stage into a usable live product, pilot or production-like environment

• Excellent technical judgement on model selection, system design trade-offs, latency, reliability, observability and cost-conscious engineering

• Strong programming ability, ideally including Python and modern backend tooling, with the ability to work across architecture, implementation and troubleshooting

• Experience designing structured workflows where AI outputs must be reviewable, auditable and useful for operational decision-making
• Ability to simplify complex technical concepts for non-technical stakeholders and translate mission goals into practical product choices
• Interest in using AI to strengthen public service delivery, accountability, governance, resource allocation, or adjacent social impact problems
• Ability to actively take initiative and help set things up in a start-up environment
• Ability to actively seek and give input in a collaborative team environment
• A committed team player with good communication skills
• Available to volunteer at least 8-12 hours a week

Desirable

• Experience with agentic AI products involving workflow automation, task routing, multi-step reasoning, document intelligence or evidence-based case management
• Experience with cloud deployment, containerisation, CI/CD, databases, vector stores, authentication and production monitoring for AI systems
• Experience working on civic tech, govtech, development, WASH, infrastructure, audit, compliance or public-finance-related products
• Experience working in an early-stage start-up or mission-driven organisation and comfortable operating with ambiguity
• Experience mentoring engineers or leading small technical teams across different locations and time zones

What ADC Offers You

This is a volunteer, remote and unpaid position with the following benefits:

• A chance to play a foundational role in shaping MajiGuard AI from concept into a live prototype with real strategic relevance to ADC’s mission
• An opportunity to apply advanced AI and product-building skills to a meaningful public-interest challenge connected to WASH, accountability and service delivery in Africa
• An opportunity to work with a diverse global team and contribute to an organisation seeking systemic social change
• Professional learning, leadership and portfolio-building opportunities through high-ownership work
• Work reference provided

This job description is a written statement of the essential characteristics of the job, with its principal accountabilities, incorporating a note of the skills, knowledge and experience required for a satisfactory level of performance. This is not intended to be a complete, detailed account of all aspects of the duties involved.

Here at African Development Choices, we celebrate diversity, equity, and inclusion. Our teams are made up of people from all over the world and we welcome all applications. If you are disabled or have a long-term health condition, and you require any reasonable adjustments for your application with us, please let us know by contacting recruitment(at)africandevelopmentchoices(dot)org.

Job Title: Bid Writer Assistant                                                                         

Reports To: Department Manager 

Location: Remote

Employment Type: Volunteer (12 hours/week for 6 months)

About the Project – “Solta o Jogo”
“Solta o Jogo” is a vibrant cultural competition and festival celebrating Brazilian heritage through Capoeira, music, dance, acrobatics, and a Brazilian arts & crafts fair. Hosted at Kingston University Townhouse, the event invites the community to participate in free performances, workshops, and exhibitions promoting cross-cultural understanding.

As part of this initiative, we are seeking a Bid Writer to support Quilombo UK in securing vital funding and resources to further our mission. This remote volunteer role is ideal for someone who is passionate about community impact, writing, and making a meaningful difference in the Third Sector. You'll work with a supportive team, gain hands-on experience in funding applications, and help shape the sustainability of impactful community programmes.

Position Overview:
The Bid Writer Assistant plays a key role in researching, drafting, and editing compelling proposals and funding applications for various projects run by Quilombo UK. The role involves close collaboration with department leads, collecting relevant data, and ensuring submissions align with organisational goals and funder expectations. It offers the flexibility to work independently, with the support of experienced professionals and tailored training where required.

Key Responsibilities:

Proposal & Bid Development:

• Research, draft, and edit funding proposals tailored to specific grants, donors, and partners.

• Review and refine existing proposals to ensure clarity, compliance, and impact.

• Collaborate with internal teams to gather relevant content, project insights, and financial information for bids.

• Develop supporting documents and presentations to accompany applications.

Strategic Input & Collaboration:

• Contribute to the bid strategy, suggesting creative and relevant ideas aligned with organisational goals.

• Maintain and manage a structured “bid plan” with timelines, approval processes, and submission deadlines.

• Liaise with HR, Finance, Marketing, and Project teams to align bid content with current projects and strategic direction.

Reporting & Organisation:

• Ensure accurate tracking and reporting of bid statuses.

• Organise bid-related documentation, supporting strong internal knowledge management.

Required Qualifications:

Education:

• Bachelor’s degree or equivalent experience in English, Communications, Business, or related fields.

Experience:

• Prior experience writing funding proposals or grant applications.

• Familiarity with fundraising, community initiatives, or nonprofit funding is desirable.

Skills:

• Strong written communication and persuasive writing skills.

• High attention to detail, organisation, and ability to meet tight deadlines.

• Proficiency in Microsoft Word; Excel knowledge is a plus.

• Confidence in researching, planning, and collaborating across teams.

• Ability to work independently and maintain professionalism and confidentiality.

Benefits:

• Gain real-world experience in nonprofit fundraising and proposal writing.

• Work with a collaborative and values-driven team.

• Receive feedback and development opportunities in bid strategy and funding.

• Build a strong portfolio of written proposals and funding successes.

• Flexible working hours with full remote access.

• Reimbursement of travel expenses if attending occasional in-person meetings.

Equality Statement

Quilombo UK is committed to fostering an inclusive and diverse environment. We promote equal opportunities in line with the Equality Act 2010. Discrimination of any kind will not be tolerated, and we encourage applications from individuals of all backgrounds.

We are looking for our next Chair of Trustees – someone who will work closely with our Executive Team and Board to guide the organisation through what is both a challenging and genuinely exciting time. The funding environment is tough. The political context is difficult. And yet the need for what we do has never been greater.

This is an unpaid voluntary role. Reasonable out-of-pocket expenses will be reimbursed in accordance with our Volunteer Expenses Policy.

The successful candidate will lead a vibrant, well-established, national charity as it navigates the next chapter of its story.

Main tasks

• Developing and setting our future strategy, alongside the Executive Team and other Trustees
• Helping shape and deliver our future, identifying opportunities in an evolving landscape
• Leading the Board of Trustees, including regular 1:1s and providing space for reflection
• Acting as a 'critical friend' to our Executive Team, as well as formal line management to the CEO (and COO in their absence)
• Acting as an ambassador for the charity – raising awareness of what we do and engaging potential supporters and other key stakeholders
• Responsibility, along with the other trustees, for the governance of the charity
• Contributing to the ongoing strategy of the charity, in line with our charitable objectives
• Participating in board meetings and sub-committees in an inclusive and thoughtful way

Please download our Chair Application Pack for more information.