Senior Deep Learning Developer, Generative Models at Unity Technologies

| Bellevue
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Our Machine Learning Graphics team wants to redefine the process of content generation by exploring the intersection of Machine Learning and Graphics. From material generation to texture creation to environment content authoring, our Machine Learning Graphics team believes that we can better serve Unity developers by applying Machine Learning models to the Graphics Rendering process. If you are a team player who wants to be at the forefront of machine learning, graphics, and the video game industry, we want to talk to you!

You will have an immediate and significant impact on the team’s projects and direction. As a Machine Learning Engineer with our team, you will help identify the obstacles and potential applications of leveraging ML technology to expedite, ease, and empower the process of Unity content creation, and provide a lens of Machine Learning expertise to the team.

This role is located in Bellevue, WA. Candidates desiring remote work will not be considered at this time.

Requirements

  • Recent, hands-on experience in the field of machine learning, preferably using deep learning models
  • Experience working in an engineering organization, producing code for deployment
  • Exposure to latest Deep Learning techniques (CNNs, RNNs, GANs, RL, etc.)
  • Hands-on experience with one or more Deep Learning Framework (TensorFlow, pyTorch, Keras, MXNet, etc)
  • Experience working or strong interest in Graphics Engineering, Image Processing, or Computer Vision
  • Masters Degree or PhD in Computer Science, Computer Engineering, or equivalent experience

Bonus points

  • Expertise in physically-based image rendering, texture generation, facial animation and modeling, high-fidelity video game rendering, or 3D modeling
  • Experience in game and/or entertainment industry (animation, film, television, video games, etc.)
  • Experience working with multi-platform systems
  • Experience in close work with content creators (artists, animators, etc)
  • Experience in academic research or industry research — for example, publishing in top-tier conferences or journals, or industry experience as a software engineer in research
  • Mastery of the current GPU pipelines
  • Mastery of C/C++, C#, Python

Who we are

Unity is the creator of the world’s most widely-used real-time 3D (RT3D) development platform, providing content creators around the world with the tools they need to build rich, interactive 2D, 3D, VR and AR experiences. In fact, apps made with Unity reach 2.7 billion devices worldwide, and were installed more than 24 billion times in the last 12 months.

The global engineering team keeps Unity at the forefront of technology and — working alongside partners like Magic Leap, Google, Facebook, Oculus and Microsoft — ensures optimized support for the latest technology and platforms. Unity is powering the real-time revolution, expanding beyond games and breaking into other industries including automotive, film, architecture, engineering, construction and more.

Unity is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. Therefore, we provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. If there are preparations we can make to help ensure you have a comfortable and positive interview experience, please let us know.

Headhunters and recruitment agencies may not submit resumes/CVs through this Web site or directly to managers. Unity does not accept unsolicited headhunter and agency resumes. Unity will not pay fees to any third-party agency or company that does not have a signed agreement with Unity.

#LI-JM1 #SEN

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Technology we use

  • Engineering
  • Product
    • .NETLanguages
    • C#Languages
    • C++Languages
    • GolangLanguages
    • JavaLanguages
    • PythonLanguages
    • RubyLanguages
    • ASP.NETFrameworks
    • Ruby on RailsFrameworks
    • TensorFlowFrameworks
    • MongoDBDatabases
    • TeradataDatabases
    • Google AnalyticsAnalytics
    • OptimizelyAnalytics
    • PeriscopeAnalytics
    • ConfluenceManagement
    • JIRAManagement
    • FavroManagement

Location

Our office is located in the heart of downtown Bellevue, where we are surrounded by a variety of shops, restaurants, and entertainment.

An Insider's view of Unity Technologies

What are some social events your company does?

I think everybody loves the annual holiday party, and this past summer we had a company picnic that was a huge hit. My team is developing a robust events program of not only regular social functions, but also events that encourage wellness and community involvement! One of my personal favorites is the office yoga.

Casey

Workplace Experience

How has your career grown since starting at the company?

Since joining Unity, the freedom and independence offered here has helped me grow tremendously. I’ve been able to work on the technologies that interest me, and work with those that have a lot of knowledge and background in the field.

Tom

XR Developer

How do you empower your team to be more creative?

I've found that creativity requires autonomy, trust, and clarity. Autonomy to define a problem and collaborate to find the best solution. Trust or "psychological safety" to ensure diverse perspectives are openly shared and considered. And clarity, so everyone knows at a high-level what success looks like and are working towards shared goals.

Brandi

Head of Product Management, Cloud Services

What kinds of technical challenges do you and your team face?

One significant challenge we face is working with multiple web frameworks within the same website. Being a product of geographical separation as well as multiple acquisitions, our dashboard isn't as integrated as we would like. We work to maintain a balance between rewriting code and ensuring that we continue to deliver a high quality experience.

Rohit

Sr. Software Engineer, Cloud Services

What are Unity Technologies Perks + Benefits

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
Someone's primary function is managing the company's diversity and inclusion initiatives
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Onsite Gym
Team workouts
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Employee Stock Purchase Plan
Performance Bonus
Child Care & Parental Leave Benefits
Child Care Benefits
Generous Parental Leave
Flexible Work Schedule
Family Medical Leave
Return-to-work program post parental leave
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Paid Holidays
Paid Sick Days
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Company Outings
Free Daily Meals
Game Room
Stocked Kitchen
Some Meals Provided
Unity provides daily lunches and occasionally provides treats & smoothies for breakfast!
Happy Hours
Parking
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Time allotted for learning
Online course subscriptions available
Paid industry certifications
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