Senior Software Engineer, Machine Learning at Unity Technologies

| San Francisco
Sorry, this job was removed at 6:16 a.m. (PST) on Wednesday, April 15, 2020
Find out who's hiring in San Francisco.
See all Data + Analytics jobs in San Francisco
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.

At Unity Technologies, our developer community is at the heart of what we do. As the leading development platform for online and mobile games, Unity is helping to take the developer's creations further and faster than ever before. Unity Monetization, specifically, enables developers to build a business through advertising and in-app purchase to sustain and grow their games. As a Senior Software Engineer, Machine Learning at Unity Monetization, you will be building data pipelines that power our anti-fraud capabilities. You will work closely with data scientists and machine learning engineers to deploy machine learning models to detect, prevent, and mitigate fraudulent activities on our platform.

In this role, you will provide the existing data science/machine learning team with in-depth technical knowledge/skill in implementing scalable and robust distributed computing systems. You will implement services that handle tens of thousands of requests per second, add more tests to our modeling code, and deploy various systems to various environments. You will build the production machine learning pipeline from infrastructure to serving statistical models. As a consequence of the nature of our team’s work, you need to be comfortable with a quick-paced development cycle as we prefer to try things out in production sooner than later, and be okay with good enough.

Responsibilities

  • Responsible for building end-to-end machine learning pipelines for trust and safety products with Tensorflow, Python, and Golang
  • Manage necessary infrastructure and DevOps for data processing jobs, model training, and model serving with Google Cloud Platform and Terraform
  • Implement data extract-transform-load jobs to prepare data for model development with Scala Spark and Python PySpark
  • Gather product requirements from product manager and data scientists, and translate to technical requirements
  • Design scalable and robust technical implementation based on requirements, and vet designs in technical review presentations with engineering and data science peers
  • Convey ideas, guide execution and mentor junior engineers to implement high-quality machine learning pipelines
  • Implement tooling for model development by data scientists with Tensorflow, Python, and Bash

Requirements

  • Experience in building machine learning based online decision-making systems in a production Engineering 
  • Focus on efficiency, simplicity, and maintainability - getting things done quickly without sacrificing quality
  • Experience preferably with Python/Java/Scala or any other relevant languages
  • Understanding specifics of managing big data volumes at scale and experience with databases and ETL

Who we are

Unity is the creator of the world’s leading real-time 3D development platform, giving users the most powerful and accessible tools to create, operate, and monetize experiences for the real-time world. Unity empowers anyone, regardless of skill level and industry, to create 3D visual content using world-class technology, operate using resources that maximize ease-of-use, and monetize, so that they can find success with their creations.

The company’s 1,000 person development team keeps Unity at the forefront of development by working alongside partners such as Google, Oculus, Autodesk, Microsoft and many more, to ensure optimized support for the latest releases and platforms. Made with Unity experiences reach nearly 3 billion devices worldwide and have been installed more than 34 billion times in the last 12 months. 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 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-MH1 #SEN 


Read Full Job Description
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.

Technology we use

  • Engineering
  • Sales & Marketing
    • C#Languages
    • 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.

What are Unity Technologies Perks + Benefits

Unity Technologies Benefits Overview

Unity is pleased to offer an attractive and affordable benefits plan to all full-time
employees working 30 or more hours a week and their families.

Culture
Friends outside of work
Eat lunch together
Team based strategic planning
Group brainstorming sessions
Open office floor plan
Diversity
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Someone's primary function is managing the company’s diversity and inclusion initiatives
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
Acme Co.'s team fitness initiatives include In-office yoga.
Retirement & Stock Options Benefits
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.
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.
Return-to-work program post parental leave
Vacation & Time Off Benefits
Generous PTO
Unity has a very generous time off policy including 15 days of vacation.
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.
Free Daily Meals
Unity employees get free catered lunch every day.
Game Room
Our game room includes Ping Pong, Pool Table, Foosball, Video Games.
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.
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.
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
Promote from within
Online course subscriptions available
More Jobs at Unity Technologies44 open jobs
All Jobs
Finance
Data + Analytics
Design + UX
Dev + Engineer
HR
Marketing
Operations
Product
Project Mgmt
Sales
Developer
new
Remote
Developer
new
San Francisco
Project Mgmt
new
San Francisco
Sales
new
San Francisco
Finance
new
San Francisco
Sales
new
San Francisco
Design + UX
new
San Francisco
Marketing
new
San Francisco
Data + Analytics
new
San Francisco
Developer
new
San Francisco
Developer
new
San Francisco
Project Mgmt
new
San Francisco
Operations
new
San Francisco
HR
new
San Francisco
Operations
new
San Francisco
Product
new
San Francisco
Data + Analytics
new
San Francisco
Marketing
new
San Francisco
Operations
new
San Francisco
Project Mgmt
new
San Francisco
Developer
new
San Francisco
Operations
new
San Francisco
Developer
new
San Francisco
Developer
new
San Francisco
Operations
new
San Francisco
Sales
new
San Francisco
Product
new
San Francisco
Sales
new
San Francisco
Apply now
By clicking continue you agree to Built In’s Privacy Policy and Terms of Use.
Save jobView Unity Technologies's full profileSee more Unity Technologies jobs