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Backend Engineer, AI Powered: Custom Models

GitLab

Engineering & Technology

IT & Telecoms GHS Confidential
New
2 weeks ago

Job Summary

The Custom Models team is responsible for allowing customers to create and use their own fine-tuned models for use within the GitLab product and beyond. They will work collaboratively with numerous teams to ensure a full lifecycle of evaluating models, fine-tuning models, storage models, deploying models, implementing models as underlying engines behind AI agents, and protecting these models through means of various hosting techniques.

  • Minimum Qualification: Degree
  • Experience Level: Mid level
  • Experience Length: 5 years

Job Description/Requirements

What You’ll Do:

  • Advocate for improvements to product quality, security, and performance.
  • Solve technical problems of moderate scope and complexity.
  • Craft code that meets our internal standards for style, maintainability, and best practices for a high-scale web environment. Maintain and advocate for these standards through code review.
  • Recognize impediments to our efficiency as a team (“technical debt”), propose and implement solutions.
  • Represent GitLab and its values in public communication around specific projects and community contributions.
  • Ship small features and improvements with minimal guidance and support from other team members. Collaborate with the team on larger projects.
  • Participate in Tier 2 or Tier 3 weekday and weekend and occasional night on-call rotations to assist troubleshooting product operations, security operations, and urgent engineering issues.


What you’ll bring: 

  • Significant professional experience with Ruby on Rails.
  • Experience with Python or motivation to learn
  • Experience with distributed systems.
  • Proficiency in the English language, both written and verbal, sufficient for success in a remote and largely asynchronous work environment.
  • Experience with performance and optimization problems and a demonstrated ability to both diagnose and prevent these problems.

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