In this role, youll:
Research and develop next-gen code analysis and remediation algorithms.
Work hands-on with GenAI models and integrate them into detection workflows.
Tackle complex software analysis problems (e.g., call graphs, control/data/taint flow analysis).
Collaborate closely with Product Managers, Algorithm software engineers and application software engineers to prototype, validate, and productize your innovations.
What You'll Do:
Design and implement machine learning and algorithmic solutions for code analysis.
Build GenAI-powered developer tools for static and semantic code analysis.
Enhance our existing detection infrastructure with intelligent, context-aware insights.
Translate cutting-edge research into practical, scalable product features.
Requirements:
MSc in Computer Science (or related field) from a top-tier institution Must
3+ years of experience in software development and code analysis algorithms Must
Strong programming experience in Java – Must
Excellent communication and collaboration skills Must
Hands-on experience building GenAI-based solutions (e.g., fine-tuning LLMs, agentic approaches, retrieval-augmented generation, prompt engineering)
Advantage:
Familiarity with ML for code, static/dynamic analysis tools, and AST-level representations
Experience with web application security, vulnerability detection, or remediation
Proficiency in one or more of: JavaScript, C#, Python, Go, PHP
Familiarity with cloud-native environments and CI/CD workflows (AWS, Azure)
