Account management volunteer roles

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.

We are based in Camden, Hammersmith & Fulham, Kensington & Chelsea, Lambeth and Westminster.

At Doorstep Library, we’re dedicated to bringing the magic of books and the joy of reading directly into the homes of children who need our support.

With 1 in 4 children in the UK leaving primary school unable to read or write properly, we recruit and train in-person and online volunteers to introduce children from under-resourced areas to the pleasure of reading.

What’s Involved?

As a Doorstep Library reading volunteer, you’ll visit the same families at their homes every week with a backpack full of books to share with the children and encourage their love of reading.

You will:

• Handpick books based on the children’s age, interests, and reading level
• Visit their homes with your volunteer partner for 20-minute reading sessions  
• Leave behind a selection of books for the children to borrow for the week

Our unique home-based approach allows our volunteers to build trusting relationships with families, helping them to connect with the community and equip them with the skills they need to succeed later in life.

When and Where?

We have volunteer opportunities in: Hammersmith, Parsons Green, Fulham Broadway, Shepherds Bush, East Acton, Latimer Road, Euston, Kings Cross, Marylebone, Edgware Road, Queens Park, Pimlico, Brixton, Tulse Hill, and World's End.

• Time commitment: One evening a week (Regular Volunteer), one evening every other week (Semi-Regular Volunteer) or once every 3 weeks (Stand-In Volunteer) during school term times
• Hours per week: 2.5
• Days: Our projects run on Mondays, Tuesdays, or Thursdays depending on where you are based from 4:30pm – 7:00pm

 Why volunteer with Doorstep Library? 

• It's incredibly fun! You get to explore your inner child and share your passion for books and reading. 
• We invest in our team of volunteers to ensure they are valued, supported and are developing. 
• You will be a part of the Doorstep Library community of families, volunteers and staff members. 
•  You can make a real difference to the lives of others. Providing you with a real sense of purpose and achievement. 
•  You give back to the community you live in or the community you visit every week. 
• You build your confidence and improve your self-esteem and mental well-being. 
• You will develop skills and enhance your C.V. 

Doorstep Library is committed to safeguarding and promoting the welfare of children, young people, and all those it comes into contact with. All volunteers undergo rigorous safer recruitment processes including specified interview questions, a DBS check, and the collection of written and/or verbal references.  Safeguarding training is a mandatory part of the induction process for all volunteers, and they are expected to always adhere to our safeguarding policies and procedures.

The food system is unsustainable and unjust, and it’s damaging the health of a generation. We are a youth activist movement set up to challenge a food system that’s been set up to fool us all. We're looking for a new Chair who shares our passion for empowering youth leadership and transforming our food system

Perinatal Support Volunteers provide one-to-one support to parents during pregnancy and up to nine months after the birth. These parents either have mental health issues or are at risk of developing them.

Perinatal Support Volunteers visit these families once a week (usually weekdays during working hours) for 2-3 hours, providing emotional support and practical help in the family’s home or local community. Support is aimed at empowering parents and building resilience beyond the support period.

The type of support Perinatal Support Volunteers provide to parents may include:

• An empathetic and non-judgemental listening ear
• Support to prepare for parenthood
• Support to build confidence in parenting skills
• Support to develop a positive relationship with their infant
• Support to establish daily and weekly routines
• Support to take time for self-care
• Support to manage the things that are causing stress
• Support to access relevant services
• Support to access local green spaces
• Support to make connections with other parents

No special qualifications are necessary to become a Perinatal Support Volunteer, but Home-Start volunteers are usually either parents or grandparents themselves, or people with experience of young children and family life. We particularly welcome volunteers with lived experience of perinatal mental health challenges.