Turing is looking for candidates with strong, hands-on experience in retail operations, merchandising, pricing, inventory planning, and store-level decision-making. This role is designed for retail practitioners who have operated in real-world environments and can apply sound business judgment across margin, demand, inventory, and growth tradeoffs.
Role Overview:
In this role, you will be working on projects to help evaluate and improve AI using your real-world retail operations experience.
No prior AI experience is required.
These projects focus on operational judgment — helping AI systems learn how retailers make decisions across forecasting, pricing, assortment planning, and store performance.
What Does Day-to-Day Look LikeDesign and review real-world retail decision-making scenarios to test AI reasoning.
Evaluate AI-generated outputs for operational accuracy, clarity, and business relevance.
Write clear, structured feedback covering inventory tradeoffs, pricing and promotions, merchandising decisions, and store-level performance.
Collaborate with AI researchers and other retail operators to improve model understanding of retail operations and unit economics.
Requirements:- 2+ years of hands-on operational experience in retail.
- Experience in one or more of the following retail areas:eCommerce / Digital Retail – Buyer, Merchandiser, Inventory Planner, eCommerce OpsGrocery Retail – Buyer, Merchandiser, Inventory Planner, Promotions, Merchandise Presentation
- In-Store / Field Operations – Store Manager, Store Owner, or similar roles
- Strong understanding of unit economics, margin structure, demand drivers, and inventory planning.
- Experience making tradeoffs under real-world constraints (seasonality, supply chain variability, regional demand differences).Clear written communication and structured thinking.
- Excellent English communication and analytical reasoning skills.
- Candidates must be based out of the US.Perks of Freelancing with Turing & Offer Details
- Strong compensation (exact amount varies by project).Work in a fully remote environment.
- Engagement type: Contractor assignment/freelancer, potentially full-time.
- Duration of projects: approximately 1 month (with possibility for extension).What Turing is NOT seeking from your expertise
- Confidential or proprietary information from any employer, university, etc.
- Trade secrets or internal company or university data.
- Specific client information or case details.
- Any information that would violate NDAs, employment agreements or other confidentiality obligations.
About TuringBased in San Francisco, California, Turing is the world's leading research accelerator for frontier AI labs and a trusted partner for global enterprises deploying advanced AI systems. Turing supports customers in two ways: first, by accelerating frontier research with high-quality data, advanced training pipelines, plus top AI researchers who specialize in coding, reasoning, STEM, multilinguality, multimodality, and agents; and second, by applying that expertise to help enterprises transform AI from proof of concept into proprietary intelligence with systems that perform reliably, deliver measurable impact, and drive lasting results on the P&L.After applying, you will receive an email with a login link. Please use that link to access the portal and complete your profile.
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