Machine Learning Infrastructure Engineer, 3D Model Inference & Deployment

2 Months 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

Nintendo - Associate Concept Artist (NST)

Nintendo

Redmond, Washington, United States (Hybrid)
7 Months ago
Epic Games - Hard Surface Lead

Epic Games

Cary, North Carolina, United States (On-Site)
2 Months ago
Amber - 3D Character Artist (Project Based)

Amber

(Remote)
1 Month ago
Good Job Games - 2D Artist

Good Job Games

İstanbul, Türkiye (On-Site)
7 Months ago
Epic Games - Environment Outsource Lead

Epic Games

Cary, North Carolina, United States (On-Site)
2 Weeks ago
Google - Software Engineer III, AI/ML, Google Photos

Google

Bengaluru, Karnataka, India (On-Site)
2 Weeks ago
RoofStack - AI/ML Engineer

RoofStack

İstanbul, İstanbul, Türkiye (On-Site)
2 Months ago
Google - Software Engineer III, AI/ML, Google Cloud

Google

Gurugram, Haryana, India (On-Site)
4 Months ago
Google - Senior Software Engineer, Core Machine Learning, Google Cloud

Google

New York, New York, United States (On-Site)
5 Months ago
Meta - Research Scientist, Computer Vision for Generative AI (PhD)

Meta

Menlo Park, California, United States (On-Site)
5 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Sperasoft - Senior 3D Vegetation Artist

Sperasoft

Masovian Voivodeship, Poland (On-Site)
1 Month ago
SEGULA Technologies - CATIA V6 Composite Design Engineer

SEGULA Technologies

(Remote)
2 Months ago
Game pack studio - 2D Artist/Semi Realistic – Cartoon Graphics

Game pack studio

(Remote)
4 Hours ago
Flying Bark Productions - Senior 3D Modeller

Flying Bark Productions

New South Wales, Australia (Hybrid)
1 Month ago
Ubisoft - Environment Artist

Ubisoft

Newcastle Upon Tyne, England, United Kingdom (Hybrid)
1 Week ago
Arrowhead Game Studios - Senior Technical Artist

Arrowhead Game Studios

Stockholm, Stockholm County, Sweden (Hybrid)
2 Months ago
NVIDIA - Software Engineering Manager, Sparse Linear Algebra Libraries

NVIDIA

United States (Hybrid)
2 Months ago
Digital sun games - Technical Artist

Digital sun games

Valencia, Valencian Community, Spain (On-Site)
1 Day ago
DS-MAX Properties   - 3D Visualizors

DS-MAX Properties

Bengaluru, Karnataka, India (On-Site)
1 Year ago
Onward Search - Presentation Specialist

Onward Search

New York, New York, United States (On-Site)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Jobs in Los Angeles, California, United States

Polygon Labs - Product Marketing Lead

Polygon Labs

United States (Remote)
1 Week ago
Netflix - Solutions Software Engineer (L5), Studio Tech Solutions

Netflix

Los Angeles, California, United States (On-Site)
6 Months ago
Riot Games - Staff Software Engineer, Gameplay & Simulation

Riot Games

Los Angeles, California, United States (On-Site)
1 Day ago
Fluence - Advanced Manufacturing Engineer - NPI

Fluence

Houston, Texas, United States (Hybrid)
4 Months ago
GamesForLove - Kids of Code Program Coordinator Volunteer (no compensation)

GamesForLove

Lynnwood, Washington, United States (Remote)
11 Months ago
PPFA - Specialist, Donor Services

PPFA

New York, New York, United States (Hybrid)
1 Day ago
Google - Senior Mechanical Product Design Engineer

Google

Sunnyvale, California, United States (On-Site)
2 Weeks ago
Google - Senior Red Team Security Consultant

Google

Atlanta, Georgia, United States (On-Site)
2 Weeks ago
Netflix - Technical Program Manager 6 - Games Social, Trust and Safety

Netflix

Remote, Oregon, United States (Remote)
4 Months ago
Disney - Staff Electrical Engineer

Disney

Anaheim, California, United States (On-Site)
19 Hours ago

Get notifed when new similar jobs are uploaded

Artificial Intelligence Jobs

Keywords Studios - Research Associate - AI

Keywords Studios

(Remote)
1 Month ago
ByteDance - Student Researcher (Doubao (Seed) - Foundation Model - MultiModal Generative Model)

ByteDance

San Jose, California, United States (On-Site)
2 Weeks ago
NVIDIA - Technical Marketing Engineer - AI Platform Software

NVIDIA

Santa Clara, California, United States (Hybrid)
1 Month ago
NVIDIA - Director, AI Software

NVIDIA

Taipei City, Taiwan (On-Site)
3 Months ago
PlayStation Global - Senior Director, AI Governance

PlayStation Global

Aliso Viejo, California, United States (Hybrid)
2 Months ago
Google - Software Engineer III, AI/ML GenAI

Google

New York, New York, United States (On-Site)
1 Week ago
Google - Software Engineer III, Machine Learning Services

Google

Kraków, Lesser Poland Voivodeship, Poland (On-Site)
2 Days ago
Meta - Postdoctoral Researcher, Embodied AI (PhD)

Meta

Seattle, Washington, United States (On-Site)
5 Months ago
Google - Product Manager, Assurance Evaluations, Google Cloud

Google

Sunnyvale, California, United States (On-Site)
2 Weeks ago
Mashgin - Senior Software Engineer, Computer Vision and Deep Learning

Mashgin

Palo Alto, California, United States (Hybrid)
6 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 (Hybrid)

San Mateo, California, United States (On-Site)

San Mateo, California, United States (On-Site)

San Mateo, California, United States (On-Site)

Los Angeles, California, United States (Hybrid)

Los Angeles, California, United States (Hybrid)

San Mateo, California, United States (Hybrid)

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

San Mateo, 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