Senior Machine Learning Engineer, Professional Solutions, [email protected]

| San Francisco | Remote
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The opportunity

Using our industry-leading game engine, we are building a new line of products and services centered around running massively scaled simulations in the cloud or on premises. This will impact multiple industries such as robotics, computer vision, and manufacturing, and contribute to the advancement of the field of Artificial Intelligence.

We are looking for an experienced senior machine learning engineer who will join the Artificial Intelligence Professional Solutions (PS) team under [email protected] The AI PS team is a product delivery team focused on developing solutions with and for customers who need intelligent character behaviors for their hardest problems and tasks. This role requires someone who understands Unity products, key customer motivations, and can clearly communicate this to a wide range of partners in order to align and lead a diverse virtual team towards a common set of objectives.

As a Senior Machine Learning Engineer you will be primarily using and integrating the Unity ML-Agents framework, which enables developers to train agent behaviors using deep reinforcement learning and imitation learning, into solutions for customers that require intelligent agents to solve hard problems/tasks. Where necessary, you may need to integrate RL frameworks containing algorithms and methods not within the ML-Agents Toolkit for training game-playing agents, and using cloud services to enable scalable, distributed training of agent behaviors.

What you'll be doing
  • Manage the ML/DevOps Lifecycle for Customer Projects/Solutions
  • Work closely with Product Marketing, PR, and Sales to align messaging and drive sales
  • Write clean, maintainable, production code with documentation and tests
  • Contribute to architecture decisions, design reviews, and peer code reviews
  • Work with the [email protected] product teams to contribute roadmap ideas and code back to the AI product teams with proper product integration with core systems
What we're looking for
  • Proven track record in ML-Ops, including training, deployment, monitoring, and maintenance of machine learning pipelines
  • Strong skills in a high-level language like Python, C#, C++, Scala, Go
  • Mastery of two or more core machine learning frameworks (e.g. TensorFlow, PyTorch, sklearn, mlxtend, etc.)
  • Hands-on development within RL Gym environments and OSS RL Libraries (e.g. Openai, Gym, MuJoCo, RLLib, Stable Baselines 3, Apple Core ML etc…)
  • Strong skills in data management, versioning, cleaning and observability
You might also have
  • M.S. or Ph.D. in Electrical/Computer Engineering, Computer Science, Applied Math, or an equivalent technical field
  • Experience with the Unity Engine
  • History of successfully-delivered products or engineered solutions
Life at Unity

Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices.

The company’s 1,800+ person research and development team keeps Unity at the forefront of development by working alongside partners to ensure optimized support for the latest releases and platforms. Apps developed by Unity creators were downloaded more than five billion times per month in 2020. For more information, please visit www.unity.com.

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 or accommodations we can make to help ensure you have a comfortable and positive interview experience, please let us know.

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

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-NW1 #SEN

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Technology we use

  • Engineering
  • Sales & Marketing
    • .NETLanguages
    • C#Languages
    • GolangLanguages
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • ASP.NETFrameworks
    • Ruby on RailsFrameworks
    • TensorFlowFrameworks
    • MongoDBDatabases
    • TeradataDatabases
    • SalesforceCRM
    • Oracle EloquaLead Gen

Location

Our SF office is within a block of some incredible restaurants and fun hangout spots! We're right in-between the Powell and Montgomery BART stations.

An Insider's view of Unity

What are some social events your company does?

Even during WFH, Unity has hosted some great virtual social events that bring our community together. I love participating in events from our Workplace Experience team and our commUnity Employee Resource Groups, like the virtual chocolate tasting (complete with a delicious box of goodies!) and the Virtual Pride Parade with our LGBTQ+ commUnity.

Annie

Diversity Recruiting Lead

What are Unity Perks + Benefits

Unity Benefits Overview

Unity provides a complete benefits package for each of our regions; including medical and dental coverage, vision care and a health care spending account for use on services of your choosing. Many of our packages also include wellness coverage with local partners including gyms and boutiques in your area.
In addition to our health benefits, Unity offers a work-from-home budget that allows employees to cover expenses which make their remote working conditions as comfortable as possible during the pandemic. While in the office, employees can enjoy an array of food and beverage, and an awesome workplace with top rated spaces for work and entertainment!

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Eat lunch together
Intracompany committees
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Highly diverse management team
Unconscious bias training
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Healthcare/Limited FSA, Dependent Care FSA and Health Savings Account allow you to contribute pretax dollars to health and childcare.
Disability Insurance
Unity provides short and long-term disability insurance for use if you are unable to work because of an injury, illness or maternity leave.
Dental Benefits
Unity gives you a choice of two dental insurance plans through Delta Dental.
Vision Benefits
A vision exam is automatically included in Unity’s medical plans through Kaiser and Aetna. We also offer you VSP or Eyemed vision plan with enhanced benefits: a yearly exam with materials allowances
Health Insurance Benefits
Unity gives a broad selection of deductible and service levels for health insurance through Aetna and Kaiser. The cost of coverage is usually fully paid by Unity for the employee.
Life Insurance
Unity provides 1x your annual salary up to $350,000 for Basic Life/AD&D. You can purchase additional insurance for yourself and family members.
Wellness Programs
Team workouts
Mental Health Benefits
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Unity offers through Fidelity and will match up to 4% of your compensation if you contribute 5%.
Company Equity
Unity offers stock options that vest over a four year period.
Employee Stock Purchase Plan
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Child Care Benefits
Unity provides high-quality, low-cost replacement care in your home or in a center, during sniffles, snow days, or any time regular care is unavailable.
Generous Parental Leave
New parents may be eligible for twelve weeks of PTO to bond with your baby or adopted child. If you are disabled due to pregnancy/childbirth, you may be eligible for four weeks of paid medical leave.
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Adoption Assistance
Return-to-work program post parental leave
Company sponsored family events
Vacation & Time Off Benefits
Generous PTO
Unity has a very generous time off policy including 15 days of vacation.
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Unity employees receive 9 days per year of paid sick leave.
Perks & Discounts
Beer on Tap
Casual Dress
Commuter Benefits
Unity will contribute up to $100 month to your commute. You can contribute an additional $165 pretax dollars for parking and mass/public transport to commute to work.
Company Outings
Free Daily Meals
Unity employees get free catered lunch every day.
Game Room
Stocked Kitchen
Unity has a fully stocked kitchen including unlimited snacks, coffee, tea and all of the flavored or non-flavored sparkling water you can handle.
Happy Hours
Happy hours are hosted at the team's discretion.
Relocation Assistance
Fitness Subsidies
We want to help you maintain a well rounded, healthy lifestyle. We will reimburse you up to $100 per month for gym memberships, fitness classes, smoking-cessation programs, and much more.
Home Office Stipend for Remote Employees
Professional Development Benefits
Job Training & Conferences
Acme Co. offers employees professional development opportunities like onsite training courses, and the ability to attend job related conferences and seminars.
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Time allotted for learning
Online course subscriptions available
Customized development tracks
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