Senior production manager volunteer roles in Birmingham

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.

Purpose of the role

Are you passionate about health justice and human rights? Join us as our new Treasurer!

The purpose of the Board of Directors is to provide leadership, guidance, checks and balances on the structure and operation of the organisation.                                                                                                                                                                           

The Board of Directors:

• Fulfils the duties and responsibilities of Company Directors

• Advises on and approves strategic plans, annual roadmaps, and budgets, and any changes to these

• Identifies any risks to the organisation and advises on these

• Advises on and approves organisational policies and commitments, including grant and commercial agreements

• Advises on and approves organisational structure, including the structure and composition of the Board and any other Boards and Committees it deems necessary

• Provides oversight on the Executive Director, including their appointment, performance reviews, remuneration decisions, and delegated powers

Additional duties as Treasurer:

• Chair the Finance and Risk committee

• Monitor the financial sustainability of the organisation

• Take a lead in interpreting financial information to fellow Directors

• Support the team in their participatory budget setting process

• Make sure that all financial policies, procedures and the appointment of external support are reviewed regularly 

• Provide guidance on the preparation of the annual accounts where necessary

• Provide ad-hoc support to the Senior Operations Officer who deals with the day-to-day finances (using Xero)

• Support the production of management accounts 

“Our dedicated Directors form a great team that I love being a part of. We really care about the work and staff team, and we're keen to add value through our expertise as well as being eager and open to learning. Through mutual respect and listening to each other our meetings and interactions are really fruitful. I know I get a lot out of being part of this team and the opportunity to support the great work of Just Treatment.”

Adina Claire, Chair

“We’re very excited to be adding a Treasurer to our board. As we’re launching into our next four year strategy we need to build our board to create a team that can help us meet this moment. Our financial sustainability and the stewardship of our treasurer are central to this.”

Diarmaid McDonald, Executive Director

The Practicalities

Time commitment:

We have four full board meetings per year. Three of these are online and last for two hours, and one longer full day meeting is in person (likely in London. All costs will be covered). Directors are expected to attend these, and come prepared, having read all board papers in advance.

We have additional committees such as Finance and Risk, and the Treasurer will be expected to chair this committee. There may be other events that Directors are invited to attend, and other opportunities to get involved. We also expect that Directors will provide ad hoc support based on their expertise and available time, with the Treasurer working with the Senior Ops Officer, Executive Director, and Chair to prepare and secure support for our budget and other key financial processes. We estimate the time commitment to be around one day per month (with peaks during the financial cycle). 

What qualities should our board members have?

Our Board members are diverse while all having:

• Alignment with Just Treatment’s values

• Commitment to Just Treatment's mission

In addition the Treasurer should bring:

• Significant senior-level financial background 

• Experience of risk management

• Confidence working at Board level

• Charity or non-profit experience is desirable 

Our Board includes people who have:

• lived experience of the issues we work on

• experience leading and growing non-profit organisations in the UK, including leading their strategy and planning cycles, and fundraising efforts

• experience with different organisational forms and governance structures

• experience with shaping organisational cultures, policies and processes

• knowledge of health policy and health justice

• understanding of campaigning, advocacy, and organising practice