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Verified partner opportunity

Operations / Supply Chain SME

Pay listed by partner

TuringRemote · Country eligibility: check the official listingContract

In this role, you will work on cutting-edge initiatives to fine-tune large language models by grounding advanced logistics and supply chain domain logic.

Is this a fit?

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

Apply on Turing

Complete your application with Turing. No HumanitApp account or fee.

What happens next

  1. Continue to the official listing and enter your application details; have your resume ready.
  2. Complete the role-specific screen or assessment requested by the partner.
  3. Confirm availability, location eligibility and work authorization if requested. The partner determines the exact process.

Last verified 2026-10-24

Exact listing verified. HumanitApp is independent from Turing and may receive a referral fee; the partner controls assessment and hiring.

Ready to continue?Operations / Supply Chain SME

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Official role description

In this role, you will work on cutting-edge initiatives to fine-tune large language models by grounding advanced logistics and supply chain domain logic. The ideal candidate possesses extensive experience in field operations and fleet dispatch—spanning route scheduling, driver/technician assignment, inventory management, and cost-per-mile optimization—along with the ability to translate operational constraints into deterministic spreadsheet logic. You will play a direct role in evaluating and refining AI-generated tools, ensuring outputs match professional logistics standards.

Official job description checked 2026-10-24:

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 logistics and supply chain domain logic. The ideal candidate possesses extensive experience in field operations and fleet dispatch—spanning route scheduling, driver/technician assignment, inventory management, and cost-per-mile optimization—along with the ability to translate operational constraints into deterministic spreadsheet logic. You will play a direct role in evaluating and refining AI-generated tools, ensuring outputs match professional logistics standards.

Requirements:

Core Experience: 5+ years in logistics, fleet dispatch, supply chain management, or field-service operations.

Domain Expertise: Deep, hands-on familiarity with routing and scheduling, driver assignment rules, shipment tracking, and key delivery cost metrics (e.g., SLA adherence, cost-per-mile vs. cost-per-stop).

Writing & Logic Translation: Strong, concise professional writing skills with a proven ability to translate complex dispatch rules into deterministic spreadsheet formulas, capacity constraints, and data validation structures.

Analytical Thinking: Strong problem-solving capabilities to construct, evaluate, and calibrate routing workflows and inventory management frameworks.

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 logistics and operations expert setting the quality benchmark for supply chain AI applications. Your day-to-day responsibilities will include:

Authoring Skills & Guardrails: Defining discovery parameters (fleet size, service area, time windows, capacity limits) and operational guardrails (driver hours-of-service compliance, weight/volume constraints, delivery SLAs) for AI builders and canvases.

Context & Interview Co-Design: Co-designing interview workflows and validating context files, including dispatch logs, driver rosters, and shipment manifests.

Grounding Golden Assets: Verifying routing and assignment logic, SLA and cost formulas, and validation lists across flagship recipes like route planners, work order managers, and vendor trackers.

Quality Sign-Off: Reviewing and signing off on AI-generated outputs to ensure complete alignment with professional logistics and field-ops 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 2 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.

Confirm current eligibility, workload and final terms with Turing. Referral rewards are separate from applicant compensation.

Relevant skills

Logistics

Compensation context

Compensation is not stated in the current feed. Confirm the rate and workload before accepting an assessment or project.

Qualification checklist

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

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Before you apply

Referral and application questions

How should I compare the listed pay?

Compensation is not stated in the current feed. Confirm the rate and workload before accepting an assessment or project.

Does Apply use a referral link?

Yes. The button opens the exact verified Turinglisting using the referral URL published for this role.

Is HumanitApp the employer?

No. HumanitApp independently curates the opportunity. The partner platform manages applications and hiring decisions.

Must I share my details here?

No. Choose the primary Apply action to continue directly without giving HumanitApp your name or email address.

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