Machine Learning Infrastructure Engineer, 3D Model Inference & Deployment

2 Hours ago • 5 Years + • Artificial Intelligence • $165,000 PA - $230,000 PA

Job Summary

Job Description

As a Machine Learning Infrastructure Engineer at Genies, you'll deploy generative 3D models (Diffusion, GANs, VAEs, NeRF, Gaussian Splatting) in cloud environments, optimizing inference pipelines (ONNX, TensorRT, Triton, CUDA, PyTorch) for 3D model serving. You'll develop scalable cloud architectures (AWS, Kubernetes, Lambda, GitHub Actions) for real-time 3D asset generation, integrating ML models into rendering pipelines and implementing distributed training and fine-tuning workflows. You'll collaborate with graphics teams and propose innovative, data-driven solutions to complex challenges. The role requires strong experience in ML deployment, cloud orchestration, and 3D data processing.
Must have:
  • 5+ years ML experience
  • ML deployment & optimization
  • Cloud orchestration & CI/CD
  • Scalability with large 3D datasets
  • 3D data formats knowledge
  • C++ experience
Perks:
  • Professional development support
  • Flexible hours & work from home policy
  • Comprehensive health insurance
  • Unlimited PTO
  • Wellness reimbursement
  • MacBook or Windows laptop

Job Details

Genies is an AI avatar and games technology company powering the next generation of digital experiences. Genies' technology stack is rooted in empowering user generated content through the company's two main mantras:

“Anyone can create anything” & “Everything works with everything”

By combining these two guiding principles, individuals can craft limitless experiences while IP owners can build dynamic social gaming ecosystems powered by user-generated content (UGC) and AI Avatars—what Genies calls "Parties."

Genies' technology stack features a comprehensive suite of UGC tools that enable anyone to create AI avatars, complete with customizable fashion, props, behaviors, and personalities, as well as immersive AI avatar experiences. At its core is the Genies Avatar Framework, which leverages machine learning and computer graphics to ensure seamless interoperability across all user-generated AI avatars and experiences—unlocking boundless creative potential.

Early adopters of Genies’ first gen avatars include icons like Justin Bieber, Rihanna, J Balvin, Migos, and thousands more. With offices in Los Angeles and San Francisco, Genies has raised $200M from notable investors including Silver Lake, BOND, NEA, and Bob Iger.

We are seeking an ML Infrastructure Engineer with a passion for highly configurable digital avatars and intuitive content tools that empower user creativity. In this role, you will help design and implement machine learning models, conduct advanced data analysis, and develop sophisticated algorithms to tackle complex optimization and deployment challenges. You will be expected to propose innovative, data-driven solutions with minimal oversight on new assignments. Strong collaboration with colleagues and cross-functional teams is essential to ensure the seamless deployment of machine learning systems. Additionally, staying at the forefront of advancements in machine learning and artificial intelligence will be key to your success in this role.

What You’ll be Doing: 

  • Deploy generative 3D models (Diffusion, GANs, VAEs, NeRF, Gaussian Splatting) in cloud environments.
  • Optimize inference pipelines (ONNX, TensorRT, Triton, CUDA, PyTorch) for 3D model serving.
  • Develop scalable cloud architectures (AWS, Kubernetes, Lambda, GitHub Actions) for real-time 3D asset generation.
  • Work with graphics teams to integrate ML models into rendering pipelines.
  • Implement distributed training and fine-tuning workflows for 3D models.

What You Should Have: 

  • Bachelor's degree in Computer Science, Data Science, Statistics, or a related field.
  • 5+ years of experience in machine learning or related fields.
  • Experience with data structures, data modeling, and software architecture.
  • ML deployment & optimization (TensorRT, ONNX, Triton, CUDA, PyTorch).
  • Cloud orchestration & CI/CD (AWS, Kubernetes, GitHub Actions, Terraform).
  • Scalability experience with large 3D datasets & generative models.
  • Knowledge of 3D data formats (USD, glTF, FBX) and processing.
  • C++  experience for high-performance ML execution.

Starting Salary Range: $165,000 - $230,000

Here's why you'll love working at Genies:

  • You'll work with a team that you’ll be able to learn from and grow with, including support for your own professional development
  • You'll be at the helm of your own career, shaping it with your own innovative contributions to a nascent team and product with flexible hours and a work from home policy
  • You'll enjoy the culture and perks of a startup, with the stability of being well funded 
  • Comprehensive health insurance for you and your family (Anthem + Kaiser Options Available), Dental and Vision Insurance
  • Competitive salaries for all full time employees 
  • Unlimited paid time off, sick time, and paid company holidays, in addition to paid parental leave, bereavement leave, and jury duty leave for full-time employees
  • Health & wellness support through programs such as monthly wellness reimbursement 
  • Working in a brand new, bright, open-environment and fun office space - there’s even a slide! 
  • Choice of MacBook or windows laptop

Genies is an equal opportunity employer committed to promoting an inclusive work environment free of discrimination and harassment. We value diversity, inclusion, and aim to provide a sense of belonging for everyone.

 

Similar Jobs

Xsolla - 2D Illustrator

Xsolla

Berlin, Berlin, Germany (Hybrid)
1 Month ago
ethosh designs pvt. ltd. - 3D Animator

ethosh designs pvt. ltd.

Pune, Maharashtra, India (On-Site)
2 Months ago
Kefir Games - Senior UI/UX designer

Kefir Games

Cyprus (On-Site)
3 Months ago
Virtuos - Junior Technical Artist

Virtuos

Ireland (Hybrid)
2 Weeks ago
Epoch Games - 3D Character Artist

Epoch Games

Winston-Salem, North Carolina, United States (Remote)
4 Months ago
NVIDIA - Performance Engineer - Deep Learning

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
Meta - AI Research Scientist, Language - Generative AI

Meta

Bellevue, Washington, United States (On-Site)
3 Months ago
ByteDance - Research Scientist in Foundation Model (Speech & Audio Generation) - 2025 Start (PhD)

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago
Keywords Studios (Player Support) - AI - Senior Research Associate (Prompts)

Keywords Studios (Player Support)

Katowice, Silesian Voivodeship, Poland (On-Site)
6 Days ago
Zazz - Artificial Intelligence Engineer

Zazz

(Remote)
1 Week ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Activision - Senior Weapon Concept Artist - Treyarch (Los Angeles)

Activision

Los Angeles, California, United States (On-Site)
4 Months ago
Game District - Trainee Game Artist

Game District

Punjab, Pakistan (On-Site)
2 Weeks ago
Xsolla - 2D Illustrator

Xsolla

Berlin, Berlin, Germany (Hybrid)
1 Month ago
Crazy Pencilz - 3D Blender Generalist

Crazy Pencilz

Chennai, Tamil Nadu, India (On-Site)
5 Months ago
PTW - Environment/Props Concept Artist

PTW

United States (Remote)
1 Month ago
Tesla - Mechanical Design Engineer Internship

Tesla

Brandenburg, Germany (On-Site)
2 Weeks ago
Prismatic Studios - Art Production Manager (Asset Production)

Prismatic Studios

Auckland, Auckland, New Zealand (On-Site)
1 Week ago
Bkom Studios - 3D Character Artist

Bkom Studios

Montreal, Quebec, Canada (Remote)
1 Month ago
NVIDIA - Senior Thermal Product Design Engineer

NVIDIA

Santa Clara, California, United States (On-Site)
1 Month ago
People Can Fly - Senior Level Artist

People Can Fly

Montreal, Quebec, Canada (Remote)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Jobs in Los Angeles, California, United States

Riot Games - Visual Designer II - Teamfight Tactics, Gameplay

Riot Games

Los Angeles, California, United States (On-Site)
1 Month ago
Netflix - Senior Manager - Finance Process, Data, and Systems Analysis

Netflix

Los Angeles, California, United States (Hybrid)
2 Months ago
Nexon - Senior Gameplay Engineer

Nexon

El Segundo, California, United States (Hybrid)
4 Months ago
Mattel  Inc  - Warehouse Technician

Mattel Inc

Texas, United States (On-Site)
4 Months ago
Riot Games - Senior Game Product Manager, Cross VALORANT Experience

Riot Games

Los Angeles, California, United States (On-Site)
16 Hours ago
BrightEdge - Sales Development Representative (Miami Uni Students)

BrightEdge

Cleveland, Ohio, United States (On-Site)
4 Months ago
Netflix - International Tax Analyst, Tax Operations

Netflix

Los Angeles, California, United States (Hybrid)
1 Month ago
Fanatics - Director / Sr. Director Accounting – Fanatics Commerce

Fanatics

Jacksonville, Florida, United States (Hybrid)
4 Months ago
The Walt Disney Company - KGO Producer

The Walt Disney Company

San Francisco, California, United States (On-Site)
1 Week ago
Varonis  - Security Operations Center (SOC) Expert

Varonis

Morrisville, North Carolina, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

Artificial Intelligence Jobs

Google - Research Intern, PhD, Summer 2025

Google

Atlanta, Georgia, United States (On-Site)
3 Months ago
Google - Senior Software Engineer, Machine Learning, Google Cloud Compute

Google

Kirkland, Washington, United States (On-Site)
3 Months ago
CrazyLabs - Generative AI Specialist

CrazyLabs

Berlin, Berlin, Germany (On-Site)
2 Days ago
Unity - Principal Applied Research Machine Learning Engineer

Unity

Copenhagen, Denmark (On-Site)
4 Months ago
Google - Software Engineer III, Machine Learning, Google Cloud Compute Infrastructure

Google

Kirkland, Washington, United States (On-Site)
3 Months ago
SSC Technologies - Senior Contact Center Application Engineer

SSC Technologies

Illinois, United States (Remote)
1 Month ago
KPIT - CTO_ML/DL Data scientist

KPIT

Pune, Maharashtra, India (On-Site)
3 Months ago
Warner Bros Discovery - Senior Staff Machine Learning Engineer

Warner Bros Discovery

New York, New York, United States (On-Site)
3 Months ago
Birdeye - Senior Product Manager

Birdeye

Gurugram, Haryana, India (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Genies is culture’s avatar technology company empowering developers and artists to create their own interoperable gamified consumer experiences. The company has raised $250 million from investors including Silver Lake, BOND, NEA, and Bob Iger. Initially, Genies were adopted by thousands of Hollywood icons including Justin Bieber and Rihanna through partnerships with Universal Music Group and Warner Music Group. Today, the company is also delivering avatars to the masses through experiences built with its Developer Kit and artist crowdsourced platform, The Workshop. These experiences all form one avatar social network, Genies Party, where assets and personalities are interoperable.

Los Angeles, California, United States (On-Site)

Los Angeles, California, United States (On-Site)

Los Angeles, California, United States (On-Site)

Los Angeles, California, United States (Hybrid)

Los Angeles, California, United States (Hybrid)

San Mateo, California, United States (Remote)

Los Angeles, California, United States (On-Site)

Los Angeles, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by Genies

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug