Senior ML Infrastructure Engineer

Unity; San Francisco (CA); On-site; USD 111,000 - 212,000; Full time

Job summary

Join a forward-thinking company as a Senior Data and ML Infrastructure Engineer, where you will design and optimize large-scale data platforms and machine learning infrastructure. Collaborate with a talented team to enhance operational excellence and drive significant cost savings while maintaining service performance. This role offers the chance to work with cutting-edge technologies, including cloud infrastructure and machine learning tools, while contributing to diverse applications in gaming and simulations. If you are passionate about infrastructure engineering and thrive in a collaborative environment, this opportunity is perfect for you.

Qualifications

• Experience in building robust distributed systems and infrastructure.
• Hands-on experience with machine learning tools for model training and deployment.

Responsibilities

• Design and optimize large-scale data platforms for efficiency and reliability.
• Lead improvements in infrastructure tooling and implement ML Ops capabilities.

Skills

Infrastructure Engineering

Back-end Engineering

Distributed Systems

Model Training

Deployment Tools

Machine Learning

Cloud Infrastructure (GCP/AWS/Azure)

Programming (Go/Java/Python)

Tools

Kubernetes

Vertex AI

Protobuf

Kafka

Flink

BigQuery

Druid

Feast

Kubeflow

Ray

KServe

Terraform

ArgoCD

GitHub Actions

Job 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

• Experience in infrastructure and back-end engineering, with a track record of building robust distributed systems.
• Daily hands-on experience with model training, deployment, experimentation, and serving tools for machine learning.
• Deep understanding of cloud infrastructure using GCP, AWS, or Azure and proficiency in either Go, Java, or Python.
• Experience with the latest data and machine learning technologies such as Google's Vertex AI, Ray, and SageMaker.
• Experience in building Kubernetes infrastructure stacks, experience from either the ML or Data domain and its associated technologies is advantageous.

You might also have

• An 'in-it-together' mentality that appreciates engineering as a collective effort.
• Hands-on experience with tools such as Vertex AI, Protobuf, Kafka, Flink, BigQuery, Druid, Feast, Kubeflow, Ray, or KServe.
• Experience with Terraform, ArgoCD, GitHub Actions, and similar tools used for CI/CD.

Additional information

• Relocation support is not available for this position.
• International relocation support is not available for this position.
• Work visa/immigration sponsorship is available for this position.

Life at Unity

Unity [NYSE: U] is the leading platform to create and grow games and interactive experiences. Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.

As of the third quarter of 2024, more than 70% of the top 1,000 mobile games were made with Unity, and in 2024, Made with Unity applications had an average of 3.7 billion downloads per month. For more information, please visit www.unity.com.

Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across 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. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please fill out this form to let us know.

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

This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English. Headhunters and recruitment agencies may not submit resumes/CVs through this website 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.

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*Note: Certain locations require a good faith disclosure of the base salary range for the role. The actual salary for the successful candidate may differ based on location, experience, and other job-related factors.

Gross pay salary

$111,000 — $211,300 USD