Head of product management volunteer roles

Prison-based volunteers are the backbone of Fine Cell Work (FCW). Supported by the Fine Cell Work programmes team and by other staff at the FCW office, they teach and administer FCW stitching groups in prisons.

Prison volunteers work in teams to organise classes and teach our stitchers, as well as providing groups information to the prison and to the FCW office. The precise mix of skills will vary from prison to prison.

Volunteering in prison for Fine Cell Work requires ideally a good level of needlework skill (or a willingness to learn), some teaching experience and/or experience of working with socially-excluded groups. Volunteers must be patient and non-judgemental in order to work effectively. As a prison volunteer you will:

• Developing skills and confidence
• Teach prisoners to stitch FCW products within the framework of our training programme
• Encouraging and supporting prisoners to volunteer as class coordinators and peer mentors
• Encouraging and helping prisoners who wish to undertake their own creative projects
• Teaching prisoners to stitch FCW products within the framework of our training programme
• Encouraging and supporting prisoners to volunteer as class coordinators and peer mentors
• Encouraging and helping prisoners who wish to undertake their own creative projects

It is essential for volunteers to support FCW ethos, believe in rehabilitation, be an excellent teamworker, observe personal boundaries, be reliable and patient to ensure cell groups run smoothly, and have record-keeping skills and have at knowledge of tapestry/needlework. . 

Volunteers work in prisons around the UK dependant on where groups are based, therefore it is requred that volunteers will be able to travel to the relevant prisons. Travel expenses will be reimbursed by the charity. 

Please take some time to read the role description to find put more details about the role and what we offer to our volunteers. 

At Fine Cell Work, we know diversity fosters creativity and innovation. We are committed to equality of opportunity, to being fair and inclusive, and to being a place where all belong. We therefore particularly encourage applications from candidates who are likely to be underrepresented in FCW’s workforce.

These include applicants from Black, Asian and minority ethnic backgrounds, people with disabilities, LGBTQI+, and male identifying applicants as these are currently under-represented in our volunteers groups.

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.

Fine Cell Work (FCW) is a UK-based rehabilitation charity and social enterprise. We are supported by an incredible team of prison volunteers who are the link between the charity and the stitchers we work with in prison. Our volunteers run fortnightly stitching groups in the prisons we work with to facilitate our stitchers’ production of high-quality needlework.

Our prison volunteers work in small teams to teach our stitchers’ embroidery and needlepoint, organise their group sessions, and liaise with the prison and FCW office.

What you will do as a prison volunteer:

• Teach people in prison how to stitch and support the completion of our premade kits in our cell groups, which consist of around 10-15 stitchers.
• Communicate with staff at our hub in Battersea to receive kits and supplies for your group and send back completed work for your stitchers to be paid.
• Encourage and help stitchers to complete our Open College Network certifications in creative needlework.
• Develop stitchers’ skills and confidence by encouraging them to take responsibility as peer mentors.
• Act as an ambassador for the charity and sharing our vision and values throughout your volunteering.

Who we are looking for:

• Skills in embroidery and/or needlepoint or a willingness to learn to stitch is essential for this role.
• Ideally some teaching experience or experience working with socially-excluded groups.
• Someone with a non-judgemental attitude and commitment to rehabilitation.
• Someone who is an excellent team worker.
• Someone who is good at observing personal boundaries.

Commitment: our stitching groups run for 2 hours every fortnight, so with travel time and some admin work after groups we ask prison volunteers to set aside a morning or afternoon every 2 weeks.

You must be over 18 for this role with the ability to travel to the prison. Travel expenses will be reimbursed by the charity.

Please take some time to read the role description to find out more details about the role and what we offer to our prison volunteers. 

At Fine Cell Work, we know diversity fosters creativity and innovation. We are committed to equality of opportunity, to being fair and inclusive, and to being a place where all belong. We therefore particularly encourage applications from candidates who are likely to be underrepresented amongst FCW’s prison volunteers. This includes applicants from Black, Asian and minority ethnic backgrounds, people with disabilities, LGBTQIA+, and male identifying applicants.

Fine Cell Work (FCW) is a UK-based rehabilitation charity and social enterprise. We are supported by an incredible team of prison volunteers who are the link between the charity and the stitchers we work with in prison. Our volunteers run fortnightly stitching groups in the prisons we work with to facilitate our stitchers’ production of high-quality needlework.

Our prison volunteers work in small teams to teach our stitchers’ embroidery and needlepoint, organise their group sessions, and liaise with the prison and FCW office.

What you will do as a prison volunteer:

• Teach people in prison how to stitch and support the completion of our premade kits in our cell groups, which consist of around 10-15 stitchers.
• Communicate with staff at our hub in Battersea to receive kits and supplies for your group and send back completed work for your stitchers to be paid.
• Encourage and help stitchers to complete our Open College Network certifications in creative needlework.
• Develop stitchers’ skills and confidence by encouraging them to take responsibility as peer mentors.
• Act as an ambassador for the charity and sharing our vision and values throughout your volunteering.

Who we are looking for:

• Skills in embroidery and/or needlepoint or a willingness to learn to stitch is essential for this role.
• Ideally some teaching experience or experience working with socially-excluded groups.
• Someone with a non-judgemental attitude and commitment to rehabilitation.
• Someone who is an excellent team worker.
• Someone who is good at observing personal boundaries.

Commitment: our stitching groups run for 2 hours every fortnight, so with travel time and some admin work after groups we ask prison volunteers to set aside a morning or afternoon every 2 weeks.

You must be over 18 for this role with the ability to travel to the prison. Travel expenses will be reimbursed by the charity.

Please take some time to read the role description to find out more details about the role and what we offer to our prison volunteers. 

At Fine Cell Work, we know diversity fosters creativity and innovation. We are committed to equality of opportunity, to being fair and inclusive, and to being a place where all belong. We therefore particularly encourage applications from candidates who are likely to be underrepresented amongst FCW’s prison volunteers. This includes applicants from Black, Asian and minority ethnic backgrounds, people with disabilities, LGBTQIA+, and male identifying applicants.