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Machine Learning Engineer

Absurd Ventures
Santa Monica2d ago

About the role

<p><span data-contrast="auto">We are seeking a&nbsp;</span><strong><span data-contrast="auto">Senior Machine Learning Engineer</span></strong><span data-contrast="auto">&nbsp;to help shape the future of&nbsp;content systems and&nbsp;real-time gameplay using&nbsp;cutting-edge&nbsp;machine learning&nbsp;techniques.&nbsp;As Senior Machine Learning Engineer</span><span data-contrast="auto">,</span><span data-contrast="auto">&nbsp;you&nbsp;will work alongside gameplay engineers,&nbsp;producers,&nbsp;designers, and artists to integrate intelligent, adaptive systems&nbsp;for our toolchain&nbsp;and in&nbsp;the&nbsp;realtime&nbsp;game.&nbsp;You will&nbsp;be a key player in evolving how our games are built and experienced.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></p> <p>&nbsp;</p> <p><strong><span data-contrast="none"><span data-ccp-parastyle="heading 3">Core Responsibilities</span></span></strong><span data-ccp-props="{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></p> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">Work&nbsp;with&nbsp;team&nbsp;leads to&nbsp;develop&nbsp;and&nbsp;implement&nbsp;a&nbsp;machine learning (ML)&nbsp;strategy to maximize the potential to enhance our workflow and game&nbsp;systems.&nbsp;&nbsp;Educate the team on&nbsp;what is possible with ML.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Design and deploy&nbsp;LLM techniques,&nbsp;including&nbsp;agentic&nbsp;workflow and toolchain enhancements.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Build pipelines that&nbsp;train on&nbsp;gameplay data and deploy models&nbsp;optimized&nbsp;for real-time inference.&nbsp;&nbsp;Research and implement on-device small language and other&nbsp;local &nbsp;models&nbsp;for&nbsp;scalable&nbsp;incorporation of ML features in&nbsp;the&nbsp;live&nbsp;game experience.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="4" data-aria-level="1"><span data-contrast="auto">Partner with design and gameplay teams to prototype and test ML-powered features such as smart NPC behaviors, simulation&nbsp;approximation&nbsp;and dynamic&nbsp;adaptive&nbsp;environments.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="5" data-aria-level="1"><span data-contrast="auto">Analyze gameplay telemetry to train models that enhance engagement, retention, and personalization.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="6" data-aria-level="1"><span data-contrast="auto">Develop internal tools using ML to streamline workflows for production, art, animation, or audio pipelines within Unreal Engine.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="7" data-aria-level="1"><span data-contrast="auto">Stay current with ML and real-time AI trends and ensure performance scalability across platforms.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="4" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="8" data-aria-level="1"><span data-contrast="auto">Mentor&nbsp;other engineers and promote best&nbsp;practices in&nbsp;integrating ML&nbsp;techniques.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <p>&nbsp;</p> <p><strong><span data-contrast="none"><span data-ccp-parastyle="heading 3">Core Qualifications</span></span></strong><span data-ccp-props="{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}">&nbsp;</span></p> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">5+ years of machine learning experience, with at least 2 years integrating models into real-time or interactive environments.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Strong C++ programming experience</span><span data-contrast="auto">.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Proficient in Python and ML libraries such as&nbsp;PyTorch&nbsp;or TensorFlow.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="4" data-aria-level="1"><span data-contrast="auto">Familiarity with training and deploying models for real-time inference with GPU/CPU constraints in mind.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="5" data-aria-level="1"><span data-contrast="auto">Understanding of&nbsp;supervised and unsupervised learning, reinforcement learning, and generative models.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="3" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="6" data-aria-level="1"><span data-contrast="auto">Bachelor’s or&nbsp;Master’s degree in Computer Science, Machine Learning, or&nbsp;a related&nbsp;field.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <p>&nbsp;</p> <p><strong><span data-contrast="none"><span data-ccp-parastyle="heading 3">Plus</span><span data-ccp-parastyle="heading 3">&nbsp;If</span></span></strong><span data-ccp-props="{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}">&nbsp;</span></p> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="1" data-aria-level="1"><span data-contrast="auto">Experience with the Unreal Engine toolset (Blueprints, plugins, editor scripting, etc.).</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="2" data-aria-level="1"><span data-contrast="auto">Experience building or using ML tools in a game development context.&nbsp;</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="2" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="auto">Knowledge of generative models (e.g.&nbsp;Diffusion, GANs, MCPs) for workflow augmentation.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <p>&nbsp;</p> <p><strong><span data-contrast="none"><span data-ccp-parastyle="heading 4">Description</span></span></strong><span data-ccp-props="{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:319,&quot;335559739&quot;:319}">&nbsp;</span></p> <ul> <li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="1" data-aria-level="1"><span data-contrast="none">Full-time job with benefits.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="2" data-aria-level="1"><span data-contrast="none">Role is on-site in Santa Monica, CA.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <ul> <li data-leveltext="" data-font="Symbol" data-listid="1" data-list-defn-props="{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}" data-aria-posinset="3" data-aria-level="1"><span data-contrast="none">Office is&nbsp;located&nbsp;near downtown Santa Monica – near metro and freeways.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></li> </ul> <p>&nbsp;</p> <p><span data-contrast="none">The base pay range for this position is $165,000 to $200,000 per year. Actual compensation is based on market location and may vary depending on job-related knowledge, skills, and experience. We also offer a competitive package of benefits including vacation time, sick time, company holidays, parental leave, medical/dental/vision insurance, life insurance, disability insurance, and 401(k) matching to regular full-time employees. Certain roles may also be eligible for bonus and equity.</span><span data-ccp-props="{&quot;335559738&quot;:240,&quot;335559739&quot;:240}">&nbsp;</span></p>

Perks & benefits

  • 401k
  • Vision Insurance
  • Pension Matching
  • Equity Compensation

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