Senior ML Engineer
The opportunity
At Aura from Unity, we're redefining mobile experiences for over 600 million active users worldwide through advanced AI-driven personalization.We’re building world-class recommendation systems at an unprecedented scale and searching for an innovative Senior Machine Learning Engineer to tackle architectural and technical challenges.
This role offers the exciting opportunity to architect cutting-edge ML solutions, make critical decisions shaping our architecture, and collaborate closely with talented Data Scientists, ML Engineers, and Big Data Engineers.
If you thrive on innovation, enjoy handling billions of daily requests and events, and have a passion for building highly scalable ML systems, Aura is the ideal place for you.
What you'll be doing
- Design Scalable Architecture - Architect, implement, and optimize robust ML pipelines that handle massive datasets with elegance and efficiency, from collection through preprocessing to production deployment.
- Pioneer Technical Solutions - Apply state-of-the-art machine learning technologies to solve complex challenges while maintaining the agility to incorporate emerging innovations.
- Drive Cross-Functional Excellence - Collaborate strategically with Data Scientists, Software Engineers, Data Engineers, Architects, and Product leaders to transform advanced ML solutions into production-ready systems.
What we're looking for
- 4+ years of experience building and deploying machine learning and Big Data systems at high scale.
- Mastery of Big Data processing frameworks such as Apache Spark, Trino, Ray, or Dask.
- Experience with modern data lake technologies (Iceberg, Delta Lake, Hudi) and cloud-based data warehouses (Redshift, BigQuery, Snowflake).
- Proven track record developing highly scalable backend services handling billions of daily events and requests.
- Deep, hands-on expertise with ML training and serving systems (offline & online).
- Advanced knowledge of streaming technologies such as Kafka or Kinesis. Strong programming skills in Python, Java or Scala. Familiarity with workflow orchestration tools such as Airflow or Kubeflow.
You might also have
- Experience with cloud platforms (AWS, GCP, Azure) and container orchestration (Docker, Kubernetes).
- Familiarity with popular ML frameworks like TensorFlow, PyTorch, or Scikit-learn.
- Exposure to advanced MLOps solutions (MLflow, Feast, Seldon Core, KServe).
- Knowledge or experience with vector databases, Generative AI, and Large Language Models (LLMs).
Additional information
- Relocation support is not available for this position.
- Work visa/immigration sponsorship 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 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.
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.
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