What are the responsibilities and job description for the Senior Software Engineer, Data & ML Infrastructure position at Tapjoy?
Role Description
The opportunity
The Data & ML Platform team at Unity manages a comprehensive range of data and machine learning systems and tools, covering every stage of the lifecycle—from data ingestion and storage to processing, feature generation, machine learning model training, deployment, and serving. Our work facilitates diverse applications such as simulations, gaming experiences, and improved game monetization. We empower other Unity teams to create exceptional tools and services for our users.
We're seeking a talented Senior Data and ML Infrastructure Engineer to join our team. In this role, you will collaborate with engineers, product specialists, and data experts to research, prototype, and develop world-class applications, services, and pipelines, leveraging over 60 billion daily data events.
What you'll be doing
- Design and optimize large-scale data platforms and machine learning infrastructure systems for efficiency, reliability, and cost-effectiveness.
- Lead improvements in infrastructure tooling by researching, prototyping, and implementing solutions that enhance operational excellence and development agility.
- Implement next-generation ML Ops capabilities in our model training, deployment, and serving pipelines.
- Champion infrastructure optimization projects across the company, driving significant cost savings while maintaining or improving service performance.
- Engage in on-call rotations, utilizing your deep understanding of infrastructure to identify and resolve complex issues quickly, minimize impact, and prevent future occurrences through automation and system enhancement.
What we're looking for
You might also have
Additional information
Gross pay salary
111,000—$211,300 USD
Salary : $111,000 - $211,300