Description review
GPU Kernels AI Task Auditor - Freelance AI Trainer Project
Invisible Technologies · Remote · back to the listing
HR standards
52/100
needs work
Title ↔ description
55/100
needs work
Reads as
Unclear
no confident match
What this role officially is
data scientist — ESCO, the EU occupation classification
Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist
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What the listing never says
- No section describes what the person would actually do. Scope clarity
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Project OverviewWe are sourcing experienced technical specialists in GPU Kernels to audit tasks used to train and evaluate AI systems. The objective of this project is to ensure that AI training workflows and tasks are technically rigorous, practical, and highly accurate within your specific area of expertise.
Project Deliverables & Scope
• Task Evaluation:Assess whether GPU kernel tasks are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
• Technical Auditing & Feedback:Provide clear, actionable feedback on any identified memory allocation bugs, execution bottlenecks, or parallel computing logic errors within the tasks.
Required Expertise
• Demonstrable professional experience and deep technical knowledge in GPU Kernel development (including CUDA/Triton programming, parallel computing, and hardware-level performance optimization).(Note: Candidates will be considered for one specialty based on their experience; expertise across other domains is not required).
• Strong analytical and problem-solving skills to rigorously test, troubleshoot, and evaluate complex technical scenarios.
We offer a pay range of $70 - $100per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insuranceand PTO do not apply.
Employment type:Freelance Contract
Workplace type:Remote
Originally posted on Himalayas
Project Deliverables & Scope
• Task Evaluation:Assess whether GPU kernel tasks are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
• Technical Auditing & Feedback:Provide clear, actionable feedback on any identified memory allocation bugs, execution bottlenecks, or parallel computing logic errors within the tasks.
Required Expertise
• Demonstrable professional experience and deep technical knowledge in GPU Kernel development (including CUDA/Triton programming, parallel computing, and hardware-level performance optimization).(Note: Candidates will be considered for one specialty based on their experience; expertise across other domains is not required).
• Strong analytical and problem-solving skills to rigorously test, troubleshoot, and evaluate complex technical scenarios.
We offer a pay range of $70 - $100per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high‑speed internet; company‑sponsored benefits such as health insuranceand PTO do not apply.
Employment type:Freelance Contract
Workplace type:Remote
Originally posted on Himalayas