Company Description
K-Hawk Capital is a systematic trading fund founded by Marc Preston and a diverse team of quantitative specialists with over 25 years of experience in global markets. The firm designs and trades proprietary algorithmic strategies rooted in scientific research, statistical rigor, and advanced technology. Its in-house models are supported by high-performance computing, robust infrastructure, sophisticated risk analytics, and artificial intelligence, deployed across multiple asset classes. K-Hawk Capital emphasizes long-term talent development through an apprenticeship model, offering hands-on exposure to real-time trading systems under the guidance of experienced practitioners. Team members join a team-oriented environment that encourages intellectual curiosity and innovation in modern systematic investing.

K-Hawk Capital is hiring a Junior QA Tester to evaluate, stress-test, and help train our large language model. This is precision work: finding errors, inconsistencies, and failure modes that are easy to miss, documenting them so they're actually fixable,



and holding a consistent bar across a high volume of model outputs.

What you'll do:
Test LLM outputs against defined prompts and scenarios, catching factual errors, logical inconsistencies, bias, or unsafe responses — including subtle failures
Write and execute structured test cases covering expected use cases, edge cases, and adversarial/stress scenarios
Log, categorize, and document issues so they're reproducible and actionable — vague bug reports will be sent back
Rate and annotate model outputs consistently against internal rubrics, without drifting from the standard over time
Give structured, specific feedback to engineering/ML — "this feels off" is not acceptable feedback
Identify recurring patterns and systemic issues across large volumes of output, not just one-off errors
Meet daily/weekly throughput targets without sacrificing accuracy

Minimum qualifications (applications missing the

📌 Junior QA Tester, LLM Evaluation (India)
🏢 K-Hawk Capital
📍 India