Unity Technologies

Principal Data Engineer - Machine Learning

Unity Technologies$209K — $283K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in data engineering or ML infrastructure, ideally in large-scale or AdTech environments.
  • Proficiency in Python, Scala, or Java, with experience in Spark, Flink, Kafka, and distributed systems.
  • Experience with cloud platforms, particularly GCP (AWS is acceptable).
  • Familiarity with ML frameworks like TensorFlow or PyTorch and experience deploying models at scale.
  • Demonstrated technical leadership abilities and experience in cross-functional collaboration.

Responsibilities

  • Design, build, and optimize real-time and batch data pipelines tailored for machine learning workflows.
  • Collaborate with data scientists, product managers, and engineers to convert business goals into scalable data models and algorithms.
  • Architect and maintain robust data infrastructure for data ingestion, storage, processing, and serving ML-ready datasets.
  • Lead technical initiatives, define best practices, and mentor engineers across various teams.
  • Ensure data security, privacy, and compliance within all ML and AdTech systems.

Benefits

  • Work in a high-impact role that shapes the future of ML-driven products.
  • Opportunity to collaborate across diverse teams and domains, including product management and data science.
  • Mentoring opportunities to guide and influence junior engineers.
  • Access to cutting-edge technologies and methodologies in machine learning and data infrastructure.
  • Flexible work environment fostering innovation and inclusivity.
Full Job Description
The opportunity
Unity is the world's leading platform for creating and operating interactive, real-time 3D (RT3D) content. Creators-ranging from game developers to architects, filmmakers, and automotive designers-use Unity to build immersive, cross-platform experiences for mobile, PC, console, and AR/VR devices. Over 70% of the top 1,000 mobile games are powered by Unity, and content built on the platform is downloaded more than 3.7 billion times per month.

We're looking for a Principal Data Engineer with deep expertise in machine learning infrastructure to help shape the data systems behind our next generation of ML-driven products, including ads optimization and personalization. This is a high-impact role where you'll design scalable pipelines, mentor other engineers, and partner closely with product and data science to turn ambitious ideas into production-ready systems.

What you'll be doing
  • Design, build, and optimize real-time and batch data pipelines tailored for ML workflows.
  • Partner with data scientists, product managers, and engineers to translate business goals into scalable data models and algorithms.
  • Architect and maintain robust data infrastructure for ingestion, storage, processing, and serving ML-ready datasets.
  • Lead technical initiatives, define best practices, and mentor engineers across teams.
  • Ensure data security, privacy, and compliance across all ML and AdTech systems.

What we're looking for
  • Robust experience in data engineering or ML infrastructure, ideally in large-scale or AdTech environments.
  • Strong skills in Python, Scala, or Java; experience with Spark, Flink, Kafka, and distributed systems.
  • Cloud experience, preferably GCP (AWS acceptable).
  • Familiarity with ML frameworks like TensorFlow or PyTorch and deploying models at scale.
  • Proven track record of technical leadership and cross-functional collaboration.

You might also have
  • Experience translating ML research into scalable production systems.
  • Knowledge of MLOps practices-model deployment, monitoring, and experimentation frameworks.
  • Ability to communicate technical concepts to both technical and non-technical stakeholders.

Additional information
  • Relocation support is not 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 Unity.

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 you have a disability that means 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 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.

Your privacy is important to us. Please take a moment to review our Prospect Privacy Policy and Applicant Privacy Policy. Should you have any concerns about your privacy, please contact us at [email protected].

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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

$209,700-$283,800 USD

About Unity Technologies

Unity Technologies is a software company that provides a platform for creating and operating interactive, real-time 3D content. The company's platform is used by game developers, architects, automotive designers, filmmakers, and other creators to build and distribute interactive experiences. Unity Technologies was founded in 2004 and is headquartered in San Francisco, California. The company has offices in North America, Europe, and Asia.
Learn more about Unity Technologies
Size
4,000 employees
Industry
Founded
2004

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