Engineering Manager - Visual Machine Learning

| Bellevue

Engineering Manager, Visual Machine Learning

 

We are looking for an exceptional engineering leader for our VIsual ML team under [email protected], based in our Bellevue office.

 

Who are we?

We are [email protected] We drive the use of AI for Unity customers via targeted products and services. We partner with product teams throughout Unity to personalize experiences, build developer tools powered by ML, and drive better business decisions through predictive analytics. The Visual ML team in particular, is focused on using ML to understand visual content. The applications are many and varied - to improve our recommendations, to enable services such as visual search and similarities, and even power tools that generate graphical content, like terrain, lighting and textures, just to name a few. All of our work empowers our customers to make amazing visual content and experiences using Unity.

Who are you?

 

You are an engineering manager with a strong machine learning background, and a proven ability to deliver innovative, reliable products that ship on time with great quality. You have experience managing teams of 6-12 exceptional machine learning engineers. You care about building and growing a well-knit team that takes pride in delivering great software. You thrive in a collaborative environment that encourages ownership and gives lots of freedom. You take bold, calculated risks and are not afraid to experiment. You are inspired by the possibilities that AI unlocks, and will do what it takes to drive real-world results.

 

Responsibilities

 

  • Conceptualize and develop innovative Visual ML products in partnership with our Product Management team
  • Hire and develop a world class engineering team
  • Design, launch and operate robust SaaS products that provide best in class availability and performance
  • Set and achieve goals that stretch what’s possible on Visual ML
  • Work closely with customers inside and outside Unity to enable maximum customer benefit from Visual ML

 

Requirements

 

  • BS in Computer Science or related technical field, or equivalent practical experience
  • Strong foundation in data structures, algorithms, mathematics and statistics
  • Strong foundation in data structures, algorithms, mathematics and statistics
  • 10+ years professional software engineering experience in Java, C++, C#, python or similar languages with an emphasis on data-structures and high performance
  • 5+ years as an Engineering Manager
  • Experience with multiple large scale production ML applications
  • Hands-on experience building production models with TensorFlow, PyTorch, or scikit-learn
  • Experience with building performant, robust, large scale distributed systems
  • Experience with at least one and ideally multiple public cloud platforms like AWS, GCP, Azure
  • Experience in fostering a strong data-driven engineering culture in an agile environment
  • Excellent communication skills with the ability to build relationships across the company

 

Bonus points

 

  • Experience with Tensorflow, Kubernetes, Terraform etc.
  • Significant contributions to open source software
  • M.S. or Ph.D. in Computer Science, Math or Statistics, Physics, or related area, with a focus on / related to Machine Learning and/or Computer Vision
  • Published research in areas of Deep Learning at major conference(s) and/or journal(s)
  • Experience with Unity Engine, 3D simulators, game development and graphics


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.

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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 brand new 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

What projects are you most excited about?

Recently my team was awarded a Technical Emmy for our work on 3 film shorts called Baymax Dreams, which was a huge accomplishment. Right now, I'm excited to be working on XR products for the film and entertainment industry that will come to life soon.

Sarah

Producer, Made with Unity

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

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
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
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Onsite Gym
Team workouts
Acme Co.'s team fitness initiatives include In-office yoga, In-office fitness classes, Sponsored race teams.
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
Acme co. sponsors family oriented events Semi-annually.
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
Happy Hours
Parking
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Acme Co. hosts lunch and learn meetings on occasion.
Cross functional training encouraged
Promote from within
Continuing Education stipend
Time allotted for learning
Online course subscriptions available
Customized development tracks
Paid industry certifications
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