LMArena

Analytics Engineer

Technical Recruiter

Senior Software Engineer, Full Stack

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LMArena, created by UC Berkeley’s SkyLab, is an open platform for evaluating AI model performance in real-world scenarios. Millions use it monthly to explore frontier systems, with community feedback driving transparent, rigorous evaluations. Leading enterprises and AI labs rely on LMArena's gold-standard leaderboards. The company seeks an Analytics Engineer to build data foundations, designing analytics-layer data models, pipelines, and metrics. This role involves transforming raw user activity into trusted insights, ensuring data accuracy and scalability, and influencing product decisions and external customers.

<h2 class="text-2xl md:text-3xl font-bold mt-10 mb-4 border-b pb-2 text-gray-800">Analytics Engineer</h2><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Location</h3><p class="my-4 text-gray-700 leading-relaxed">Bay Area</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Employment Type</h3><p class="my-4 text-gray-700 leading-relaxed">Full time</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Location Type</h3><p class="my-4 text-gray-700 leading-relaxed">Hybrid</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Department</h3><p class="my-4 text-gray-700 leading-relaxed">Engineering</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">About LMArena</h3><p class="my-4 text-gray-700 leading-relaxed">LMArena is the open platform for evaluating how AI models perform in the real world. Created by researchers from UC Berkeley’s SkyLab, our mission is to measure and advance the frontier of AI for real-world use.</p><p class="my-4 text-gray-700 leading-relaxed">Millions of people use LMArena each month to explore how frontier systems perform — and we use our community’s feedback to build transparent, rigorous, and human-centered model evaluations. Leading enterprises and AI labs rely on our evaluations to understand real-world reliability, alignment, and impact. Our leaderboards are the gold standard for AI performance — trusted by leaders across the AI community and shaping the global conversation on model reliability and progress.</p><p class="my-4 text-gray-700 leading-relaxed">We’re a team of researchers, engineers, academics, and builders from places like UC Berkeley, Google, Stanford, DeepMind, and Discord. We seek truth, move fast, and value craftsmanship, curiosity, and impact over hierarchy. We’re building a company where thoughtful, curious people from all backgrounds can do their best work. Everyone on our team is a deep expert in their field — our office radiates excellence, energy, and focus.</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">About the Role</h3><p class="my-4 text-gray-700 leading-relaxed">Arena is seeking an experienced <strong>Analytics Engineer</strong> to own the data foundations that power real-world AI evaluation. In this role, you will design and build the analytics-layer data models, pipelines, and metrics that turn raw user activity and votes into trusted insights for the public, AI labs, and enterprise customers.</p><p class="my-4 text-gray-700 leading-relaxed">This role sits at the intersection of <strong>data engineering, analytics, and product</strong>. You’ll work closely with researchers, product managers, and engineers to define schemas, standardize metrics, and ensure that our evaluation data is accurate, interpretable, and scalable.</p><p class="my-4 text-gray-700 leading-relaxed">Your work will directly shape how AI performance is measured, understood, and acted upon across the industry.</p><p class="my-4 text-gray-700 leading-relaxed">This is an ideal role for someone who enjoys building <strong>clean, well-modeled data systems</strong>, cares deeply about data quality and correctness, and wants to see their work influence both product decisions and external customers.</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">You’ll</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Own the design and implementation of analytics-ready data models, schemas, and tables in our data warehouse</li><li class="leading-relaxed">Build and maintain reliable data pipelines (batch and incremental) that transform raw event and vote data into standardized, trusted datasets</li><li class="leading-relaxed">Define and standardize core metrics used across product, research, and customer-facing evaluations</li><li class="leading-relaxed">Partner with product managers and researchers to translate evaluation questions into robust data models</li><li class="leading-relaxed">Develop and maintain dashboards, reports, and data artifacts used by internal teams and external partners</li><li class="leading-relaxed">Ensure data quality through testing, validation, monitoring, and documentation</li><li class="leading-relaxed">Orchestrate and schedule data workflows using Airflow or equivalent tools</li><li class="leading-relaxed">Optimize queries and pipelines to support large-scale analytical workloads</li><li class="leading-relaxed">Contribute to improving data discoverability, lineage, and documentation across the warehouse</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">You’ll have</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">3+ years of experience in analytics engineering, data engineering, or a closely related role</li><li class="leading-relaxed">Strong proficiency in <strong>SQL</strong>, with experience designing analytics-friendly schemas and transformations</li><li class="leading-relaxed">Hands-on experience working with a <strong>modern data warehouse</strong> (e.g., Databricks, Snowflake, BigQuery)</li><li class="leading-relaxed">Experience building and orchestrating data pipelines using <strong>Airflow or similar workflow orchestration tools</strong></li><li class="leading-relaxed">Proficiency in Python for data transformation, validation, and pipeline development</li><li class="leading-relaxed">A strong understanding of data modeling best practices (e.g., dimensional modeling, metrics layers)</li><li class="leading-relaxed">Experience operating and debugging production data pipelines with a focus on correctness and reliability</li></ul><p class="my-4 text-gray-700 leading-relaxed"><strong>Nice to have's</strong></p><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Experience with <strong>Spark</strong> or other distributed data processing frameworks</li><li class="leading-relaxed">Familiarity with Delta Lake or similar table formats</li><li class="leading-relaxed">Experience supporting experimentation, evaluation, or metrics-heavy products</li><li class="leading-relaxed">Exposure to machine learning systems or ML-adjacent analytics</li><li class="leading-relaxed">Experience improving data discovery, lineage, or documentation at scale</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">What we offer</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">We offer competitive compensation and equity aligned to the markets where our team members are based. The base salary range will depend on the candidate’s permanent work location.</li><li class="leading-relaxed">Comprehensive health and wellness benefits, including medical, dental, vision, and additional support programs.</li><li class="leading-relaxed">The opportunity to work on cutting-edge AI with a small, mission-driven team</li><li class="leading-relaxed">A culture that values transparency, trust, and community impact</li></ul><p class="my-4 text-gray-700 leading-relaxed">Come help build the space where anyone can explore and help shape the future of AI.</p><p class="my-4 text-gray-700 leading-relaxed"><em>LMArena provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, genetics, sexual orientation, gender identity, or gender expression. We are committed to a diverse and inclusive workforce and welcome people from all backgrounds, experiences, perspectives, and abilities.</em></p>

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Join the Corporate Development team to lead M&A, investments, and strategic partnerships globally. This role involves originating, evaluating, and executing transactions, partnering with business leaders to identify growth opportunities, and leading cross-functional teams. You will represent the company externally, synthesize complex opportunities for executive management, and conduct quantitative and qualitative analysis for M&A business cases, while monitoring market trends in gaming, entertainment, and technology.

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<p class="my-4 text-gray-700 leading-relaxed">creates next-level entertainment experiences that inspire players and fans around the world. Here, everyone is part of the story. Part of a community that connects across the globe. A place where creativity thrives, new perspectives are invited, and ideas matter. A team where everyone makes play happen.</p><p class="my-4 text-gray-700 leading-relaxed">Join 's Corporate Development team where original ideas and driving results are highly valued.</p><p class="my-4 text-gray-700 leading-relaxed">We're looking for an experienced Corporate Development leader to join our M&A and investments team in the Bay Area. 's Corporate Development team is responsible for the origination, evaluation, and execution of M&A, investments, and strategic partnerships globally across . The group partners with the company's executive management and business leaders to: (i) identify growth opportunities for (ii) source and evaluate strategic projects to capitalize upon these opportunities and (iii) lead the transaction execution and integration process. You will report to the VP of Corporate Development and work in a hybrid work model, in our office 3 days a week.</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Primary Responsibilities</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">You will comprehensively lead the evaluation and execution of M&A opportunities and strategic initiatives, including acquisitions, investments, and strategic partnerships – from sourcing and origination through to signing, close, and integration</li><li class="leading-relaxed">You will partner closely with 's global business leaders to understand their business priorities, identify new growth opportunities, and bring these opportunities to fruition</li><li class="leading-relaxed">You will work across , leading large cross-functional M&A teams to drive projects to successful completion</li><li class="leading-relaxed">You will represent the company externally, fostering and sustaining connections with industry partners, leaders, and entrepreneurs</li><li class="leading-relaxed">You will synthesize and summarize complex opportunities through the lens of 's business strategy & goals. Using these conclusions, you will develop recommendations and presentations for 's business leaders, executive management, and board of directors.</li><li class="leading-relaxed">You will lead the quantitative and qualitative analysis supporting M&A business cases, including financial analyses, market & risk analyses, and due diligence</li><li class="leading-relaxed">You will monitor and assess market trends in gaming, entertainment, technology, and related sectors</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Experience & Skills</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">10+ years of work experience in corporate development, at an investment bank (preferably in an M&A group), or private equity firm</li><li class="leading-relaxed">Manage stakeholders across all levels within and outside the company</li><li class="leading-relaxed">Significant M&A transaction experience in gaming, entertainment, or technology</li><li class="leading-relaxed">Strong business sense and ability to understand complex issues</li><li class="leading-relaxed">A personal interest in the business of games, entertainment, and technology</li><li class="leading-relaxed">Navigate uncertainty</li><li class="leading-relaxed">Bachelor's degree in Finance, Business, Economics, Mathematics or a related field</li><li class="leading-relaxed">MBA degree preferred</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Pay Transparency - North America</h3><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">COMPENSATION AND BENEFITS</h3><p class="my-4 text-gray-700 leading-relaxed">The ranges listed below are what in good faith expects to pay applicants for this role in these locations at the time of this posting. 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Certain roles may also be eligible for bonus and equity.</p><p class="my-4 text-gray-700 leading-relaxed">Pay is just one part of the overall compensation at .</p><p class="my-4 text-gray-700 leading-relaxed">In the US, we offer a package of benefits including paid time off (3 weeks per year to start), 80 hours per year of sick time, 16 paid company holidays per year, 10 weeks paid time off to bond with baby, medical/dental/vision insurance, life insurance, disability insurance, and 401(k) to regular full-time employees. Certain roles may also be eligible for bonus and equity.</p><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">About</h3><p class="my-4 text-gray-700 leading-relaxed">We’re proud to have an extensive portfolio of games and experiences, locations around the world, and opportunities across . We value adaptability, resilience, creativity, and curiosity. From leadership that brings out your potential, to creating space for learning and experimenting, we empower you to do great work and pursue opportunities for growth.</p><p class="my-4 text-gray-700 leading-relaxed">We adopt a holistic approach to our benefits programs, emphasizing physical, emotional, financial, career, and community wellness to support a balanced life. Our packages are tailored to meet local needs and may include healthcare coverage, mental well-being support, retirement savings, paid time off, family leaves, complimentary games, and more. We nurture environments where our teams can always bring their best to what they do.</p><p class="my-4 text-gray-700 leading-relaxed">is an equal opportunity employer. All employment decisions are made without regard to race, color, national origin, ancestry, sex, gender, gender identity or expression, sexual orientation, age, genetic information, religion, disability, medical condition, pregnancy, marital status, family status, veteran status, or any other characteristic protected by law. We will also consider employment qualified applicants with criminal records in accordance with applicable law. also makes workplace accommodations for qualified individuals with disabilities as required by applicable law.</p><p class="my-4 text-gray-700 leading-relaxed">LinkedInID</p><p class="my-4 text-gray-700 leading-relaxed">1449</p><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed"><a href="https://jobs.ea.com/en<em>US/careers" target="</em>blank" rel="noopener noreferrer" class="text-blue-600 hover:text-blue-800 hover:underline transition-colors duration-200">Back to Role List</a></li></ul>

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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

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