Full-Time

Machine Learning Engineer: 3D Generative AI

Confirmed live in the last 24 hours

Genies

Genies

201-500 employees

Creates customizable digital avatars for users

VR & AR
Consumer Software
Entertainment

Compensation Overview

$165k - $230kAnnually

+ Equity Compensation

Mid, Senior

San Mateo, CA, USA

This is a hybrid position, which may require some in-office days.

Category
Deep Learning
Computer Vision
AI Research
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
Machine Learning

You match the following Genies's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • Master’s degree or higher in Computer Science, Computer Graphics, or a related field with a strong emphasis on machine learning and artificial intelligence.
  • Minimum of 3 years of professional industry / research experience in machine learning, computer vision, or computer graphics.
  • Proficiency in Python programming and extensive experience with AI/DL Frameworks (e.g. PyTorch, TensorFlow)
  • Experience in multimodal training for 3D computer vision and graphics, such as: Generative models (e.g., diffusion, GANs, VAEs, flow-based), Advanced architectures like Transformers, Volumetric differentiable rendering techniques with Neural Radiance Fields (NeRF) or Gaussian Splatting.
  • Excellent teamwork skills, effective in working with cross-functional teams and engaging stakeholders.
  • Ability to communicate complex ideas to non-technical audiences.
Responsibilities
  • Collaborate with R&D and Application teams to integrate AI/ML solutions into our avatar creation ecosystem, leveraging advanced 3D computer vision (CV) and computer graphics (CG) techniques.
  • Design, train, fine-tune, accelerate, optimize, and deploy ML models and technical frameworks.
  • Utilize a strong understanding of computer graphics pipelines, computational geometry, and 3D principles to synthesize meshes, images, and/or motion.
  • Apply practical expertise in implementing white paper concepts to develop user-facing creative technologies.
  • Manage ML framework resources and infrastructure, including dataset management, client/cloud computing options, experiment tracking and model deployment techniques.
  • Partner with Product and Creative teams to refine AI/ML-powered creation tools and interfaces.
  • Communicate technical decisions and project updates to stakeholders such as engineers, designers, and product managers.
  • Stay up-to-date on emerging technologies in AI and advise on their strategic integration into innovative solutions.
Desired Qualifications
  • Industry experience with AI-driven content creation as it relates to games or animation, including: 3D reconstruction, Object and body tracking, 3D geometry analysis (segmentation & tagging), Generative models for avatars and textures, Avatar behavioral systems.
  • Publication track record at top conferences (e.g., SIGGRAPH, CVPR, NeurIPS, ECCV, ICCV, ICML)
  • Contributions to popular open-source machine learning projects

Genies.com specializes in creating dynamic digital avatars that closely resemble and think like their human users. These avatars serve as personalized digital representations for individuals engaging in various online activities, such as social media, virtual meetings, and gaming. Genies.com also provides custom avatars for businesses and brands, enhancing audience engagement through interactive marketing. Users can customize their avatars in terms of appearance, clothing, and personality traits, allowing for authentic expression in the digital world. The company operates on a freemium model, offering basic avatar creation for free while charging for premium features and advanced customization options. Additionally, Genies.com partners with brands for avatar-based marketing campaigns, positioning itself as a key player in the growing digital identity and virtual reality markets.

Company Size

201-500

Company Stage

Series C

Total Funding

$248.3M

Headquarters

San Francisco, California

Founded

2017

Simplify Jobs

Simplify's Take

What believers are saying

  • Genies launched a $1M Developer Engagement Fund for AR avatar experiences.
  • The Creator Partner Network enables brands to commercialize digital avatars.
  • Hiring Andrew Chambers enhances Genies' gamified digital identity experiences.

What critics are saying

  • Increased competition from platforms like Roblox and Fortnite.
  • Potential market saturation in the avatar and digital identity space.
  • Dependence on volatile celebrity endorsements and partnerships.

What makes Genies unique

  • Genies offers AI-driven avatars with personalized interactions and adaptive learning.
  • The company has partnerships with Universal Music Group and Warner Music Group.
  • Genies provides a freemium model with premium customization options for avatars.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Retirement Plan

401(k) Company Match

Unlimited Paid Time Off

Paid Vacation

Paid Sick Leave

Paid Holidays

Parental Leave

Bereavement Leave

Hybrid Work Options

Professional Development Budget

Wellness Program

Growth & Insights and Company News

Headcount

6 month growth

-7%

1 year growth

-5%

2 year growth

-8%
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VentureBeat
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VentureBeat
May 29th, 2024
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