Principal Machine Learning Engineer
Zynga is one of the world’s largest mobile video game developers with over 65 million monthly active users. The ML Engineering team continues Zynga’s tradition of using analytics technologies to enhance our games. ML Engineers develop and maintain the ML platforms for our Data Scientists to productionize their ML workflows and deal with large volumes of data. ML Engineers also develop ML applications for our games. For example, we’re pioneering using Deep Reinforcement Learning to personalize Zynga’s video games. While ML Engineers apply their work to ML-specific applications, we use standard techniques and technologies for big data infrastructure and large-scale production services.
**During the COVID-19 pandemic, our workforce transitioned to working from home, with all interviewing and onboarding being conducted virtually until further notice.
- Develop and maintain large scale ML Services
- Develop and maintain ML platforms for Data Scientists to use
- Keep up to date with advances in ML technologies and techniques
- 7+ years of production experience in software development with 3+ years in building ML applications. Strong engineering background with hands-on experience in designing, building, and maintaining internet-scale data-driven analytical or machine learning systems.
- Programming Languages: Python, Go
- Strong background in Data and especially Big Data Technologies: SQL, Spark, Airflow, NoSQL Databases, Data warehouse, and Datalake systems.
- Cloud Infrastructure: AWS
- ML Libraries such as XGBoost, SciKit, Tensorflow/PyTorch.
- Building/maintaining large scale production services
- Experience developing production ML models
- Background in ML/Stats theory
- Experience or background in Online Advertising or Recommendation Systems is a plus
- Experience with Kubernetes and ML platforms such as Kubeflow and MLflow is a plus
- Exhibits strong software development qualities including the ability to drive creative and innovative solutions to complex problems, good technical judgment.
- Excellent communication skills, and the ability to work effectively with others in a team environment
What we offer you:
- Competitive salary, bonus plan, Zynga RSU’s (Restricted Stock Units), ESPP (Employee Stock Purchase Plan)
- RRSP Company Match Contribution
- Extended Health coverage, dental, disability, critical illness, EAP, and life insurance
- Virtual mental health and neurodiversity support programs
- Goodlife fitness annual membership
- Open vacation policy
- Family planning support program
- Generous paid maternity/parental leave
- Subsidized Back-up child care
- Zynga happy hours and frequent employee events
- Casual dress every single day
- Culture of diversity and inclusion including employee resource groups
- Work with cool people and impact millions of daily players
Zynga is an equal opportunity employer. We are proud of our diverse community; we do not discriminate on the basis of race, sex, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, medical condition, disability, or any other class or characteristic protected by applicable law. We welcome candidates, players, employees, and partners from all backgrounds. Join us!
Zynga will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law.
Zynga is committed to providing reasonable accommodation to applicants with disabilities. If you need an accommodation during the interview process, please let us know.