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Mayhem is a mobile gaming platform developing AAA games for domestic and global markets, excels in various areas, including animation, art, cinematics, design, engineering, UI UX game design, and game production.
Responsibilities:
- Design and own real-time and batch data pipelines using Kafka, Spark, and Flink, processing large-scale in-game event data with low latency at production scale (millions+ events/day).
- Architect fault-tolerant, horizontally scalable systems on Google Cloud (GCP), making key design decisions on infrastructure, not just implementing specs.
- Optimize BigQuery for both query performance and cost, including partitioning, clustering, and query optimization strategies.
- Lead technical collaboration with analytics, data science, and engineering teams, translating business/product requirements into robust data architecture.
- Mentor junior engineers and contribute to best practices, code reviews, and pipeline design standards.
- Troubleshoot and resolve production incidents in streaming pipelines (data loss, lag, schema drift).
Requirements:
- 5+ years of hands-on experience in data engineering, with strong production-grade Python.
- 3+ years of production experience with Kafka and Spark or Flink in high-throughput, low-latency environments.
- Deep understanding of distributed systems and streaming data concepts (exactly-once semantics, windowing, backpressure, and partitioning strategies).
- Proven experience owning pipeline architecture end-to-end, not just building to spec, but making design trade-off decisions.
- Hands-on experience with GCP (BigQuery, Dataflow, Pub/Sub, GCS); AWS/Azure equivalent experience is transferable if strong.
- Experience optimizing data warehouse costs and performance at scale.
- Bonus: experience in gaming, ad-tech, or other high-volume event-streaming industries (real-time analytics on user behavior).
- Strong communication skills: this role bridges engineering, DS, and analytics.
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