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AI training & evaluation

Food & Nutrition SME

Turing

In this role, you will work on cutting-edge initiatives to fine-tune large language models by grounding advanced nutrition, dietetics, and culinary operations domain logic.

Work arrangement & location
Remote
Hours
40 hours per week
  • Legal & Law Services
  • Legal

Employer description and requirements

About Turing:

Turing is one of the world’s fastest-growing AI companies, accelerating the advancement and deployment of powerful AI systems.

Turing helps customers in two ways: Working with the world’s leading AI labs to advance frontier model capabilities in thinking, reasoning, coding, agentic behavior, multimodality, multilinguality, STEM, and frontier knowledge; and leveraging that work to build real-world AI systems that solve mission-critical priorities for companies.

Role Overview:

In this role, you will work on cutting-edge initiatives to fine-tune large language models by grounding advanced nutrition, dietetics, and culinary operations domain logic. The ideal candidate possesses deep experience in food-and-nutrition mechanics—spanning macronutrient calculation, recipe scaling, ingredient costing, grocery budget rollups, and strict dietary restriction handling—along with the ability to translate culinary rules into deterministic spreadsheet logic. You will play a direct role in evaluating and refining AI-generated tools, ensuring outputs match professional nutrition and menu-planning standards.

Requirements:

Core Experience: 5+ years in nutrition, dietetics, culinary or menu planning, or food-service operations.

Domain Expertise: Deep, hands-on familiarity with calorie and macro targets, recipe scaling (per-serving vs. per-batch), unit-level ingredient costing, and dietary/allergen restriction logic.

Writing & Logic Translation: Strong, concise professional writing skills with a proven ability to translate nutrition guidelines and recipe math into deterministic spreadsheet formulas and validation structures.

Analytical Thinking: Ability to establish strict operational guardrails (e.g., verifying macros sum to calorie targets at 4/4/9 kcal per gram, maintaining food-cost percentage targets, managing allergen exclusions).

Technical Infrastructure: Personal desktop/laptop equipped with a stable, high-speed internet connection in a remote setup.

Responsibilities:

In this role, you will serve as the nutrition and culinary operations expert setting the quality benchmark for food-focused AI applications. Your day-to-day responsibilities will include:

Authoring Skills & Guardrails: Defining discovery parameters (calorie/macro goals, household size, dietary restrictions, budget) and nutritional guardrails for AI builders and canvases.

Context & Workflow Co-Design: Co-designing interview workflows and validating context files, including recipe cards, pantry inventories, and grocery receipts.

Grounding Golden Assets: Verifying macro and costing formulas, recipe unit scaling, grocery list rollups, and validation dropdowns across flagship recipes like meal planners and kitchen dashboards.

Quality Sign-Off: Reviewing and signing off on AI-generated outputs to ensure complete alignment with professional dietetic, culinary, and menu-engineering practices.

Education & Experience

Bachelor's degree or equivalent practical experience in any field.

Experience in AI evaluation, data annotation, content review, quality assurance, or a related analytical role is preferred but not required.

Offer Details:

Commitments Required: 40 hours per week with 8 hours of overlap with PST.

Engagement type: Contractor

Engagement Length: upto 10 weeks

Availability: Talent must have weekend on-call availability (part-time engagement is acceptable).

Evaluation Process -

Shortlisted candidates will be sent a Job Interest Form.

Finalized talents will go through delivery interview & proceeded further accordingly.