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Intermediate Machine Learning Engineer, AI Framework

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As a Machine Learning Engineer on GitLab’s AI framework team, you'll contribute to shaping the future of AI-powered features. You will be responsible for merging evaluation tools, optimizing dataset management, and scaling validation infrastructure. You will work closely with other AI feature teams to ensure that every AI feature is robust and reliable. Responsibilities include designing and implementing technical evaluators for LLM assessment, building scalable evaluation pipelines, developing and managing datasets, collaborating with feature teams, and optimizing performance across ML evaluation systems. The role involves ensuring all solutions align with GitLab’s infrastructure and security protocols.

Associate Solutions Architect

<div><p>GitLab is an open core software company that develops the most comprehensive&nbsp;<a class="c-link" href="https://about.gitlab.com/solutions/devops-platform" target="_blank" data-stringify-link="https://about.gitlab.com/solutions/devops-platform" data-sk="tooltip_parent">AI-powered DevSecOps Platform</a>, used by more than 100,000 organizations. Our&nbsp;<a class="c-link" href="https://about.gitlab.com/company/mission" target="_blank" data-stringify-link="https://about.gitlab.com/company/mission" data-sk="tooltip_parent">mission</a>&nbsp;is to enable everyone to contribute to and co-create the software that powers our world. When everyone can contribute, consumers become contributors, significantly accelerating the rate of human progress. This mission is integral to our culture, influencing how we hire, build products, and lead our industry. We make this possible at GitLab by running our&nbsp;operations&nbsp;on our product and staying aligned with our&nbsp;<a class="c-link" href="https://about.gitlab.com/handbook/values" target="_blank" data-stringify-link="https://about.gitlab.com/handbook/values" data-sk="tooltip_parent">values</a>. Learn more about&nbsp;<a class="c-link" href="https://vimeo.com/gitlab/gettoknowgitlab" target="_blank" data-stringify-link="https://vimeo.com/gitlab/gettoknowgitlab" data-sk="tooltip_parent">Life at GitLab</a>.</p> <p>Thanks to products like&nbsp;<a class="c-link" href="https://about.gitlab.com/gitlab-duo/" target="_blank" data-stringify-link="https://about.gitlab.com/gitlab-duo/" data-sk="tooltip_parent">Duo Enterprise</a>, and&nbsp;<a class="c-link" href="https://about.gitlab.com/blog/2024/06/27/meet-gitlab-duo-workflow-the-future-of-ai-driven-development/" target="_blank" data-stringify-link="https://about.gitlab.com/blog/2024/06/27/meet-gitlab-duo-workflow-the-future-of-ai-driven-development/" data-sk="tooltip_parent">Duo Workflow</a>, customers get the benefit of AI at every stage of the SDLC. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier. All team members are encouraged and expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact across our global organisation.</p></div><div><h4><strong>An overview of this role</strong></h4> <p>Are you passionate about building robust frameworks to evaluate and ensure the reliability of AI models? As a Machine Learning Engineer on GitLab’s AI framework team, you’ll play a critical role in shaping the future of AI-powered features at GitLab. This is an exciting opportunity to work on impactful projects that directly influence the quality of GitLab’s AI capabilities.</p> <p>You’ll help merge cutting-edge evaluation tools, optimize dataset management, and scale our validation infrastructure. Working closely with other AI feature teams, you’ll ensure that every AI feature we deliver is robust, reliable, and meets the highest quality standards.</p> <p>Some challenges in this role include designing scalable solutions for LLM evaluation, consolidating disparate validation tools, and contributing to GitLab’s innovative AI roadmap.</p> <p>Some examples of our projects:&nbsp;</p> <p><a href="https://handbook.gitlab.com/handbook/engineering/architecture/design-documents/ai_evaluation_consolidation/"><strong>Consolidating Evaluation Tooling | The GitLab Handbook</strong></a><a href="https://gitlab.com/gitlab-org/ai-powered/eli5"><strong>GitLab.org / AI Powered / ELI5</strong></a></p> <ul> <li><a href="https://gitlab.com/gitlab-org/modelops/ai-model-validation-and-research/ai-evaluation/prompt-library">GitLab.org / ModelOps / AI Model Validation and Research / AI Evaluation / Prompt Library</a>&nbsp;</li> </ul> <p><strong>What You’ll Do</strong>&nbsp;&nbsp;</p> <ul> <li>Design and implement technical evaluators for LLM assessment.</li> <li>Contribute to evaluation infrastructure consolidation efforts.</li> <li>Build scalable evaluation pipelines and frameworks.</li> <li>Develop and manage datasets and evaluation metrics.</li> <li>Collaborate with feature teams to integrate validation solutions.</li> <li>Optimize performance across ML evaluation systems.</li> <li>Support improvements to GitLab’s AI-powered tools through validation.</li> <li>Ensure all solutions align with GitLab’s infrastructure and security protocols.</li> </ul> <p><strong>What You’ll Bring&nbsp;</strong></p> <ul> <li>Proven experience designing and implementing LLM evaluation systems.</li> <li>Strong understanding of ML model architectures, including public vs. private implementations.</li> <li>Expertise in ML evaluation metrics and dataset management.</li> <li>Demonstrated ability to build production-grade ML infrastructure.</li> <li>Practical experience with Python-based ML frameworks and evaluation tools (e.g., Langsmith, ELI5).</li> <li>Excellent problem-solving skills with an engineering mindset.</li> <li>Ability to collaborate in an asynchronous, remote-first environment.</li> <li>Familiarity with open-source development and contribution is a plus.</li> </ul> <p><strong>About the team</strong></p> <p>The AIF team ensures that AI models across GitLab are reliable and well-validated. We focus on building robust evaluation frameworks, consolidating tools, and streamlining processes to scale validation efforts across GitLab’s AI infrastructure. Working on high-impact projects, the team partners with AI feature teams to deliver quality-focused solutions that enhance user trust and product performance.</p> <h4><strong>How GitLab will support you</strong></h4> <ul> <li><a href="https://about.gitlab.com/handbook/total-rewards/benefits/general-and-entity-benefits/">Benefits to support your health, finances, and well-being</a></li> <li><a href="https://about.gitlab.com/company/culture/all-remote/guide/">All remote</a>,<a href="https://about.gitlab.com/company/culture/all-remote/asynchronous/"> asynchronous</a> work environment</li> <li><a href="https://about.gitlab.com/handbook/paid-time-off/">Flexible Paid Time Off</a></li> <li><a href="https://about.gitlab.com/company/culture/inclusion/erg-guide/#:~:text=Definition%20of%20the%20TMRG%20%2D%20Team%20Member%20Resource%20Groups,-TMRGs%20are%20voluntary&amp;text=The%20purpose%20for%20this%20type,developing%20the%20sense%20of%20belonging.">Team Member Resource Groups</a></li> <li><a href="https://about.gitlab.com/handbook/stock-options/">Equity Compensation &amp; Employee Stock Purchase Plan</a></li> <li><a href="https://about.gitlab.com/handbook/total-rewards/benefits/general-and-entity-benefits/#growth-and-development-benefit">Growth and development budget&nbsp;</a></li> <li><a href="https://about.gitlab.com/handbook/total-rewards/benefits/general-and-entity-benefits/#parental-leave">Parental leave</a>&nbsp;</li> <li><a href="https://about.gitlab.com/handbook/finance/procurement/office-equipment-supplies/">Home office</a> support</li> </ul> <p>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<a href="https://about.gitlab.com/company/culture/inclusion/#examples-of-select-underrepresented-groups"> underrepresented groups</a> 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.</p> <p>&nbsp;</p></div><div><hr> <p><strong>Country Hiring Guidelines: </strong>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.&nbsp;&nbsp;</p> <p><strong>Privacy Policy: </strong>Please review our <a href="https://handbook.gitlab.com/handbook/hiring/candidate-faq/recruitment-privacy-policy/" target="_blank">Recruitment Privacy Policy.</a> Your privacy is important to us.</p> <p>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&nbsp;<a href="https://about.gitlab.com/handbook/people-policies/inc-usa/#equal-employment-opportunity-policy" target="_blank">GitLab’s EEO Policy</a>&nbsp;and&nbsp;<a href="https://about.gitlab.com/handbook/labor-and-employment-notices/#eeoc-us-equal-employment-opportunity-commission-notices" target="_blank">EEO is the Law</a>. If you have a disability or special need that requires&nbsp;<a href="https://about.gitlab.com/handbook/people-policies/inc-usa/#reasonable-accommodation" target="_blank">accommodation</a>, please let us know during the&nbsp;<a href="https://about.gitlab.com/handbook/hiring/interviewing/#adjustments-to-our-interview-process" target="_blank">recruiting process</a>.</p></div></div>

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Test your Unity Animations knowledge with this quiz! Explore concepts like Animator Controller, Blend Trees, and many more.

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<p>- This assessment gives us an idea of your C++ skills<br>- Companies that evaluate this skillset in interviews: <strong>Rockstar Games, Ubisoft, Mayhem Studios, etc.</strong><br>- 10 Multiple Choice questions<br>- Average time to complete: <strong>7 to 10 minutes</strong></p>

<p>Let's assess your Data Structures! 📋<br>&nbsp;- This assessment gives us an idea of your problem solving skills using DSA<br>- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.<br>- 10 Multiple Choice questions<br>- Average time to complete: 7 to 10 minutes</p>

<p>Let's assess your Programming Patterns! 📋</p><p>- This assessment gives us an idea of your code architecture skills<br>- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.<br>- 10 Multiple Choice<strong> </strong>questions<br>- Average time to complete: 7<strong> </strong>to 10 minutes</p>

<p>Let's assess your OOPs skills! 📋</p><p>- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills<br>- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.<br>- 10 Multiple Choice questions<br>- Average time to complete:<strong> </strong>7 to 10 minutes</p>

<p>Let's assess your Unity Skills 📋<br><br>- This assessment gives us an idea of your Unity fundamentals<br>- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.<br>- 9 questions: 9 Multiple Choice<br>- Minimum score needed to qualify: 80%<br>- Average time to complete: 5 to 10 minutes</p>

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Empower your future with Luxoft: Innovate, thrive and grow in a software-defined world.

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Manager Sales Professional

<div class="job__grid__about-job__description">
                    <h5 class="job__grid__about-job__description__title">
                        Project description
                    </h5>
                    <p class="body-l-regular job__grid__about-job__description__text">
                         For the world most global bank we are building the platform, which supports various information gathering and processing across the organization and providing access to this data through both private and public cloud. The solution is built from the scratch using the latest technologies.<br><br>This is 6 months opportunity with potential prolongation.
                    </p>
                </div>
                <div class="job__grid__about-job__responsabilities">
                    <h5>Responsibilities</h5>
                                        <div class="job__grid__about-job__responsabilities__list">
                                                    <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Develop and execute test cases, scripts, plans and procedures
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Automation process setup and improvement
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Development of test automation framework architecture
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Integrating automated testing into CI processes
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Creating bug reports based on test execution results
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Participation in documentation review and preparation
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__responsabilities__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Preparation of product Demo scenarios and participation in Demos
                             </p>
                         </div>
                                              </div>
                 </div>
                 <div class="job__grid__about-job__skills">
                    <h5>Skills</h5>
                    <p class="body-xl-semibold job__grid__about-job__skills--subtitle">
                        Must have
                    </p>
                                        <div class="job__grid__about-job__skills__list">
                                                    <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 At least 6 years of experience in the industry of software development
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 At least 5 years of experience as Automation Engineer
                             </p>
                         </div>
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                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 At least 4 years of experience with Java
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 SQL knowledge
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience with Selenium, Cucumber
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience with API testing
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience with functional and non-functional requirements
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience in creating test documentations
                             </p>
                         </div>
                                              </div>
                    <p class="body-xl-semibold job__grid__about-job__skills--subtitle">
                        Nice to have
                    </p>
                                        <div class="job__grid__about-job__skills__list">
                                                    <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience with Cross-browser testing
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Good understanding of CI/CD
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Hands-on user experience with Linux
                             </p>
                         </div>
                                                     <div class="job__grid__about-job__skills__list__item">
                             <img src="/theme/luxoft/assets/images/icons/job-bullet.svg" alt="bullet icon">
                             <p class="body-l-regular">
                                 Experience in working with banking projects
                             </p>
                         </div>
                                              </div>
                 </div>
                  <div class="job__grid__about-job__other">
                    <h5>Other</h5>
                    <div class="job__grid__about-job__other__items">
                        <div class="job__grid__about-job__other__items__item">
                            <img class="job__grid__about-job__other__items__item__icon" src="/theme/luxoft/assets/images/icons/seniority.svg" alt="seniority icon">
                            <div class="job__grid__about-job__other__items__item__text">
                                <p class="caption-xs-bold">Languages</p>
                                <p class="body-l-regular">
                                    English: B2 Upper Intermediate
                                </p>
                            </div>
                        </div>
                        <div class="job__grid__about-job__other__items__item">
                            <img class="job__grid__about-job__other__items__item__icon" src="/theme/luxoft/assets/images/icons/seniority.svg" alt="seniority icon">
                            <div class="job__grid__about-job__other__items__item__text">
                                <p class="caption-xs-bold">Seniority</p>
                                <p class="body-l-regular">
                                    Senior
                                </p>
                            </div>
                        </div>
                    </div>
                </div>
            

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This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.