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Absurd Ventures

Senior Machine Learning Engineer

Reposted An Hour Ago
In-Office
Santa Monica, CA
165K-200K
Senior level
In-Office
Santa Monica, CA
165K-200K
Senior level
The Senior Machine Learning Engineer will develop ML strategies, design models for gameplay systems, mentor engineers, and streamline workflows.
The summary above was generated by AI

Summary 

We are seeking a Senior Machine Learning Engineer to help shape the future of content systems and real-time gameplay using cutting-edge machine learning. As Senior Machine Learning Engineer, you will work alongside gameplay engineers, producers, designers, and artists to integrate intelligent, adaptive systems. You will be a key player in evolving how our games are built and experienced. 

Core Responsibilities 

  • Work with team leads to develop and implement a machine learning (ML) strategy to maximize the potential to enhance our workflow and gameplay.  Educate the team on what is possible with ML. 
  • Design and deploy LLM techniques and develop models to drive in-game systems such as procedural content, adaptive NPC behavior, and player customization. 
  • Develop and maintain a local model and MCPs that can be trained on our code and game data to enable workflow acceleration. 
  • Build pipelines that train on gameplay data and deploy models optimized for real-time inference. 
  • Partner with design and gameplay teams to prototype and test ML-powered features such as smart NPC behaviors and dynamic environments. 
  • Analyze gameplay telemetry to train models that enhance engagement, retention, and personalization. 
  • Develop internal tools using ML to streamline workflows for production, art, animation, or audio pipelines within Unreal Engine. 
  • Stay current with ML and real-time AI trends and ensure performance scalability across platforms. 
  • Mentor junior engineers and promote best practices in integrating ML within the game engine. 

Core Qualifications 

  • 5+ years of machine learning experience, with at least 2 years integrating models into real-time or interactive environments. 
  • Strong C++ programming experience. 
  • Proficient in Python and ML libraries such as PyTorch or TensorFlow. 
  • Familiarity with training and deploying models for real-time inference with GPU/CPU constraints in mind. 
  • Understanding of supervised and unsupervised learning, reinforcement learning, and generative models. 
  • Bachelor’s or Master’s degree in Computer Science, Machine Learning, or a related field. 

Plus If 

  • Experience with the Unreal Engine toolset (Blueprints, plugins, editor scripting, etc.). 
  • Experience building or using ML tools in a game development context.  
  • Knowledge of generative models (e.g. Diffusion, GANs, MCPs) for workflow augmentation. 
  • Background in LLM integration for real-time interactive narrative or dialogue systems. 

Description 

  • Full-time job with benefits. 
  • Role is on-site in Santa Monica, CA. 
  • Office is located near downtown Santa Monica – near metro and freeways. 

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. 

Top Skills

C++
Machine Learning
Python
PyTorch
TensorFlow
Unreal Engine
HQ

Absurd Ventures Santa Monica, California, USA Office

Santa Monica, California, United States

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