Re-advertised, Terms of Reference (ToR) for Data Science Expert – AI Bias  Reduction & Inclusive Data Generation Engine At AfriLabs


Data Science Expert – AI Bias Reduction & Inclusive Data Generation (AI BRIDGE)
Remote | Contract Duration: August 7 – December 31, 2025
Deadline: August 5, 2025 | Location: Remote
Apply: [email protected]
Subject: AI BRIDGE DATA SCIENCE EXPERT

About the Opportunity

AfriLabs, in partnership with the Gates Foundation and Meta, is seeking a Data Science Expert to support Phase 2 of the groundbreaking AI BRIDGE project. This initiative focuses on reducing gender bias and promoting inclusivity in AI systems across 17 African languages.

Following a successful hackathon involving 99 participants from 19 countries, 4 winning teams are now developing a gender sanitization engine. Your role as a consultant will be to mentor these teams in designing, refining, and scaling ethical, gender-aware NLP models and datasets.

Key Responsibilities

  • Guide NLP and machine learning approaches for gender bias detection and rewriting.
  • Support tagging schema design and tokenization tailored to African languages.
  • Advise on automated and human-in-the-loop rewriting frameworks.
  • Co-design ethical oversight protocols and validation tools.
  • Recommend API structures and ensure modular, scalable pipeline architecture.
  • Define performance metrics and continuous improvement strategies.

Required Qualifications

  • Master’s degree (or equivalent experience) in Data Science, Statistics, or related field.
  • Proven experience with:
  • NLP, bias detection, and ethical machine learning.
  • Python libraries (Pandas, NumPy, SciPy, Matplotlib).
  • Dataset versioning tools (Git, DVC, Jupyter).
  • Multilingual or culturally diverse AI projects.

Application Instructions

If applying as an Individual:

  • Completed Vendor Request Form (provided in the call)
  • Cover Letter + CV/Portfolio
  • Valid ID
  • Financial Proposal (in USD; state if negotiable)
  • Sample of past review work (preferably innovation/grants related)
  • Organizational reference (Name, Email, Phone)

If applying as a Company:

  • All individual requirements plus:
  • Company registration documents (e.g. CAC)
  • Certificate of incorporation
  • CV of Team Lead + ID

Note: Proposal must be valid for a minimum of 6 months.

Evaluation Criteria

  • Technical Proposal (65%): Relevance, qualifications, and submission completeness.
  • Financial Proposal (35%): Cost-effectiveness, clarity, and flexibility.

Additional Notes

  • Women and Paid AfriLabs Hub Members are strongly encouraged to apply.
  • Only shortlisted candidates will be contacted.
  • Download and submit the unedited Vendor Information Form provided.

Join us to shape fair, inclusive AI for Africa.
Submit by Close of Business, August 5th, 2025.

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