Senior Machine Learning Engineer
thatgamecompany7 months ago
Remote, United StatesSenior
Base Salary
$120k - $206k/yr
Responsibilities
- Own the role’s domain of expertise across projects from inception through delivery and beyond.
- Build and deploy core machine learning models and scalable ML products in production.
- Develop and maintain underlying data and training pipelines and complex datasets.
- Select appropriate statistical and machine learning methods for business and player-focused problems.
- Design experiments, test hypotheses, and evaluate model performance.
- Collaboratively identify, prioritize, and execute workflows with peers and stakeholders.
- Translate complex technical concepts and architectures for technical and non-technical audiences.
Requirements
- At least 5 years of experience in machine learning, data engineering, or a related quantitative field, with a record of delivering end-to-end ML products.
- Expertise in statistical modeling, classical machine learning, deep learning, NLP, and anomaly detection.
- Proficiency in experimental design, hypothesis testing, and model performance evaluation.
- Experience building and deploying scalable ML solutions in production, ideally with Kubernetes and GCP.
- Strong proficiency in Python, Java, or Scala and the ability to write optimized SQL for complex dataset construction.
- Experience with big data processing frameworks and modern data lakehouse formats.
- Ability to explain complex technical architectures and machine learning concepts to non-technical stakeholders.
- Preferred experience includes graph databases, collaborative filtering, user vectorization, large-scale sentiment analysis, TypeScript, Golang, Protobuf, infrastructure as code, source control, CI/CD, the video game industry, startup environments, and technical writing.
- Applicants must be authorized to work for any employer in the United States; visa sponsorship is unavailable.
Benefits
- Remote work in the US and Canada.
- Paid time off, holidays, and a two-week winter break.
- Medical, dental, and vision coverage for employees and dependents starting on the first day.
- Pet insurance, compassionate leave, and pre-tax wellness and work-from-home stipends.
- 401(k) savings plan with company match.
- Mental health resources including Headspace membership and an Employee Assistance Program.
- Discount portal, inclusion and diversity initiatives, and professional development support.
Tech Stack
Apache BeamApache SparkGoGoogle BigQueryGoogle Cloud PlatformJavaKubernetesPythonScalaSnowflakeSQLTypeScript
Categories
Data EngineeringML Engineering
About thatgamecompany
thatgamecompany develops artistically driven video games for console and mobile players, including Flow, Flower, Journey, and Sky: Children of the Light. The studio operates a premium games business alongside Sky, a live, free-to-play social adventure supported by in-game purchases and ongoing content updates. Founded in 2006 and headquartered in Santa Monica, California, it is a privately held independent developer with titles released on PlayStation, Nintendo Switch, iOS, and Android.