Staff Software Engineer

3 Months ago • All levels • Software Development & Engineering

Job Summary

Job Description

This is a Staff Software Engineer position at ironSource from Unity, focusing on backend development. The role involves designing, developing, and deploying data pipelines, data lakes, and an ML feature platform. Key responsibilities include system design, staying current with machine learning advancements, and cross-functional collaboration with data scientists and engineers. The role emphasizes building scalable and efficient distributed systems and data pipelines for the next generation of ironSource's ML feature platform.
Must have:
  • Proficiency in Scala/Java.
  • Experience with streaming technologies (Kafka, Kinesis, SQS).
  • Expertise in big data processing frameworks (Spark, Trino, Flink).
  • Knowledge of Data Lake management (Iceberg, Delta).
  • Familiarity with MLOps systems (MLFlow, W&B, Feast, Tecton, Airflow).
  • Knowledge of microservices architecture and event-driven design.
Good to have:
  • Experience with ML frameworks (TensorFlow, PyTorch).
  • Experience with high-scale distributed systems.
  • Proficiency with cloud platforms (AWS) and containerization (Docker, Kubernetes).

Job Details

The opportunity
ironSource from Unity, a cutting-edge large-scale ad network, is seeking a highly skilled and experienced Senior Software Engineer to join our backend team. The ideal candidate will have a strong background in distributed systems, data engineering and software engineering, and will be responsible for leading the design, development, and deployment of top quality data pipelines, data lake and an ML feature platform.

What you'll be doing

  • System Design and Architecture: Develop and maintain robust, scalable, and efficient distributed systems and data pipelines to help build the new generation of ironSource's ML feature platform.
  • Research and Innovation: Stay current with the latest advancements in machine learning data pipelines, feature stores, and apply innovative techniques to improve data aggregations, monitoring, cleaning & filtering and preparing for ML training.
  • Cross-Functional Collaboration: Work closely with data scientists, software engineers and product managers to build the data lakes and data pipelines.

What we're looking for

  • Proficiency in programming languages such as Scala/Java.
  • Hands on experience in streaming technologies (Kafka, Kinesis, SQS).
  • Expert in big data processing frameworks such as Apache Spark, Trino, Flink.
  • Data Lake management knowledge: table formats (Iceberg, Delta). Data-warehouses (Redshift, Big Query, Snowflake)
  • MLOps systems - Model registry, Experiment Tracking (MLFlow, W&B), Feature Store management (Feast, Tecton), Workflow management (Kubeflow, Airflow)..
  • Knowledge of microservices architecture and event-driven design.

You might also have

  • experience with ML frameworks such as TensorFlow, PyTorch.
  • experience with high scale distributed systems.
  • Proficiency with cloud platforms such as AWS, and experience with containerization technologies like Docker and Kubernetes.

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.

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.

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 DPO@unity.com.

#SEN #LI-AO1

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