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Requisition ID: JOBREQ-2514810

Data Platform Engineering Lead

Tel Aviv, Israel, Full-time
  1. Unity Careers
  2. Positions
  3. Description
ALERT: Unity has received reports of scams where individuals purporting to be Unity HR representatives conduct bogus employment interviews via email or text, and then request payment as a condition for receiving an offer of employment. Please be aware that Unity does not conduct interviews by email or text, and will never request payment as a condition for applying for a position or receiving an offer of employment. These scam operators may also ask for your personal information (name, address, birthdate, social security number, etc.) which you should not provide to them. If you have been a target of such a scam, you should report it by contacting the U.S. Federal Trade Commission (see this FTC posting for further details) the office of your state Attorney General, or the government agency responsible for investigating matters such as this where you reside this FTC posting for further details) the office of your state Attorney General, or the government agency responsible for investigating matters such as this where you reside.
See FTC
  • The opportunity
  • What you'll be doing
  • What we're looking for
  • You might also have
  • Additional information
  • Life at Unity
  • Apply

The opportunity

Build the Backbone of AI: You won't just move data; you will architect the Feature Platform and Streaming flows that directly feed our ML models for real-time decisioning.

Lead a High-Caliber Team: You are inheriting an established team of senior engineers. Your focus will be on architecture, strategy, and removing roadblocks rather than micromanaging.

Impact at Massive Scale: Operate at the edge of what’s possible with petabytes of data, massive compute, and complex cost-optimization challenges on AWS.

Redefine the "Lakehouse": Move beyond standard implementations by maturing our Apache Iceberg strategy and our in-house Iceberg-Manager to automate lifecycle management.

Drive Engineering Culture: Champion "Platform as a Product"—building golden paths and self-service tooling that allow engineers and data scientists to ship faster and safer.

What you'll be doing

  • Team & Tech Leadership: Lead, coach, and unblock a senior Data Platform team; partner with ML Engineers and Data Scientists to align the roadmap with our AI goals.
  • Feature Platform & Streaming: Drive the adoption of Apache Flink and unify online/offline data patterns to ensure low-latency, consistent feature serving for experimentation.
  • Compute & Query Engine Architecture: Oversee the performance and cost-tuning of our compute layers (EMR on EKS, Spark, Trino, Druid), ensuring fast analytics and efficient batch processing.
  • Reliability & Observability: Own the platform’s SLOs; drive deep analysis of metrics and logs, and promote stability (using Prometheus, VictoriaMetrics).
  • Strategic FinOps: Treat cost as an engineering constraint. Utilize Spot instances, Karpenter, and S3 lifecycle policies to maximize "cost per insight."

What we're looking for

  • 2+ years leading engineers (Manager or heavy Tech Lead) in a high-scale environment; you know how to nurture senior talent and manage stakeholders.
  • 5+ years total in Data Infrastructure/DataOps roles including on-call.
  • Deep production experience with Apache Iceberg (partitioning, compaction, schema evolution) and modern file formats (Parquet/Avro).
  • Proven ownership of cloud-native data platforms on AWS: S3, EMR (preferably EMR on EKS), IAM, Glue/Data Catalog, Athena.
  • Data for ML Experience: You understand the lifecycle of data as it pertains to ML models—feature stores, training/serving skew, and online retrieval.
  • Hands-on depth in Compute Engines: You understand the internals of at least two: Spark, Trino, Flink, or Druid.
  • Strong foundational understanding of Kubernetes (EKS) in stateful contexts.

You might also have

  • Experience building feature platforms (feature definitions, materialization, serving, and online/offline consistency).
  • Familiarity with Airflow (at scale) or Argo Workflows.
  • Exposure to cross-cloud interoperability (BigQuery, BigLake) or operational databases (Aurora MySQL).
  • Experience with OLAP alternatives like ClickHouse, StarRocks, or Pinot.
  • A strong FinOps mindset (Savings Plans, attribution, Spot strategies).
  • Data quality, lineage, and cataloging practices in large orgs.
  • IaC (Terraform/CloudFormation)

Additional information

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

Life at Unity

We offer a wide range of benefits designed to support employees' well-being and work-life balance. You can read more about them on our career page.

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.

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.

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Location: Tel Aviv, IsraelDepartment: Data & AnalyticsType: Full-timeRequisition ID: JOBREQ-2514810