Backend Engineer, AI Powered: Custom Models
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An overview of this role
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.
Why us? This isn't just a job; it's your chance to shape the future of AI at GitLab. Your expertise in backend development will be critical to your success. Ready to dive into the future of AI at GitLab? Apply now! We're excited to meet potential candidates like you and welcome a new star to our team. Let's shape the future together!
What you’ll do
- Develop features and improvements to the GitLab product in a secure, well-tested, and performant way.
- Collaborate with Product Management and other stakeholders within Engineering (Frontend, UX, etc.) to maintain a high bar for quality in a fast-paced, iterative environment.
- 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.
- Comfort working in a highly agile, intensely iterative software development process.
- Self-motivated and self-managing, with excellent organizational skills.
- Demonstrated ability to work closely with other parts of the organization.
- Share our values, and work in accordance with those values.
- Ability to thrive in a fully remote organization.
Bonus qualifications
- Professional experience with Python.
- Expertise in machine learning and experience with techniques like transfer learning and model fine-tuning
- Frontend engineering skills (VueJS)
- Have contributed a Merge Request to GitLab
About the team
The Custom Models team is a new team formed with internal GitLab team members from around the globe. Engineers are primarily located across various European countries, with some distributions in Australia, New Zealand, America, and Canada. This team is growing, and there are currently 7 positions available.
The team works closely with these other teams within the organization:
AI Framework
MLOps
Model Validation
Duo Chat
How GitLab will support you
- Benefits to support your health, finances, and well-being
- All remote, asynchronous work environment
- Flexible Paid Time Off
- Team Member Resource Groups
- Equity Compensation & Employee Stock Purchase Plan
- Growth and development budget
- Parental leave
- Home office support
Please note that we welcome interest from candidates with varying levels of experience; many successful candidates do not meet every single requirement. Additionally, studies have shown that people from underrepresented groups are less likely to apply to a job unless they meet every single qualification. If you're excited about this role, please apply and allow our recruiters to assess your application.
The base salary range for this role’s listed level is currently for residents of listed locations only. Grade level and salary ranges are determined through interviews and a review of education, experience, knowledge, skills, abilities of the applicant, equity with other team members, and alignment with market data. See more information on our benefits and equity. Sales roles are also eligible for incentive pay targeted at up to 100% of the offered base salary.
California/Colorado/Hawaii/New Jersey/New York/Washington pay range
$98,000—$210,000 USD
Country Hiring Guidelines: GitLab hires new team members in countries around the world. All of our roles are remote, however some roles may carry specific location-based eligibility requirements. Our Talent Acquisition team can help answer any questions about location after starting the recruiting process.
Privacy Policy: Please review our Recruitment Privacy Policy. Your privacy is important to us.
GitLab is proud to be an equal opportunity workplace and is an affirmative action employer. GitLab’s policies and practices relating to recruitment, employment, career development and advancement, promotion, and retirement are based solely on merit, regardless of race, color, religion, ancestry, sex (including pregnancy, lactation, sexual orientation, gender identity, or gender expression), national origin, age, citizenship, marital status, mental or physical disability, genetic information (including family medical history), discharge status from the military, protected veteran status (which includes disabled veterans, recently separated veterans, active duty wartime or campaign badge veterans, and Armed Forces service medal veterans), or any other basis protected by law. GitLab will not tolerate discrimination or harassment based on any of these characteristics. See also GitLab’s EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know during the recruiting process.
