Backend Engineer, AI Powered: Custom Models
GitLab
Engineering & Technology
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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