Umanist Staffing LLC
Toronto, ON
Posted 4 days ago
Job Details:
Full-time
Executive
Work across multiple different projects to improve LLM performance on code: sample projects
- Leading and delivering end-to-end agent use cases such as home automation agents, coding copilots, or creative design assistants.
- Collaborate with the team to identify edge cases and ambiguities in model behavior.
- Review and compare 3–4 model-generated code responses per task using a structured ranking system.
- Evaluate code diffs for correctness, code quality, style, and efficiency. Provide clear, detailed rationales explaining the reasoning behind each ranking decision.
Required Skills Experience
- Several years of software engineering experience, including 2+ continuous years at a top-tier product company (e.g., Google, Stripe, Amazon, Apple, Meta, Netflix, Microsoft, Datadog, Dropbox, Shopify, PayPal, IBM Research).
- Strong expertise in building full-stack applications and deploying scalable, production-grade software using modern languages and tools.
- Deep understanding of software architecture, design, development, debugging, and code quality/review assessment.
- Proven ability to review code diffs and evaluate correctness, maintainability, and efficiency.
- Excellent oral and written communication skills for clear, structured evaluation rationales.
Engagement Details
- Commitment: flexible engagement, minimum 10 hrs/week, up to 40 hrs/week (partial PST overlap required).
- Type: Contractor (no medical/paid leave).
- Duration: 1 month potential extensions based on performance and fit.
This position is no longer available.