AI Engineer

Corridor Security Inc

$130K — $180K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Strong engineering background with experience building real systems.
  • 2+ years of industry or research experience in software engineering, ML, or a related field.
  • Hands-on experience with production-quality code (Python, ML frameworks, backend systems).
  • Interest in applied AI research and software development.
  • Familiarity with model fine-tuning, evaluation pipelines, or reinforcement learning environments.
  • Self-directed with a capacity for managing ambiguous projects.

Responsibilities

  • Build and experiment with AI systems for code understanding and vulnerability detection.
  • Implement research ideas from prototypes to production-ready systems.
  • Collaborate on applied research projects and contribute to publications.
  • Help design and maintain infrastructure for model training and evaluation.
  • Integrate AI capabilities into the platform with engineering teams.
  • Stay informed about new AI developments relevant to code and security.

Benefits

  • Contribution to innovative projects at the intersection of AI and security.
  • Opportunity to publish research and contribute to open-source initiatives.
  • Engagement in a collaborative and fast-paced environment.
  • Hands-on experience with cutting-edge AI technologies.
  • Room for personal and professional growth in a dynamic field.
Full Job Description
AI Engineer

This is a hands-on role combining applied research and engineering. You'll work closely with the team to prototype ideas, turn research into production systems, and contribute to applied research at the intersection of AI and security.

What You'll Do
  • Build and experiment with AI systems for code understanding, vulnerability detection, and agentic security tools
  • Implement research ideas end-to-end, from prototypes and benchmarks to production-ready systems
  • Collaborate on applied research projects and contribute to publications, blog posts, or benchmarks
  • Help design and maintain infrastructure for model evaluation, training, and experimentation
  • Work closely with product and engineering teams to integrate AI capabilities into Corridor's platform
  • Stay current with new developments in AI, especially as they relate to code and security

What We're Looking For
  • Strong engineering background with experience building real systems or projects
  • 2+ years of industry or research experience in software engineering, ML, or a related field
  • Hands-on experience writing production-quality code (Python, ML frameworks, backend systems, vector stores, hybrid search, databases, etc.)
  • Interest in applied AI research and the ability to turn ideas into working software
  • Familiarity with model fine-tuning, evaluation pipelines, or RL-style environments
  • Self-directed and curious. You can take ownership of ambiguous projects

Nice to Have
  • Experience with code generation and/or security
  • Prior research experience or publications in ML/AI or security venues
  • Open-source contributions or public technical writing (blogs, benchmarks, demos)


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