About us
Factori is a rapidly growing location and consumer intelligence company built for an AI-first world. Each day we ingest billions of privacy-compliant signals and maintain the world’s most comprehensive consumer, mobility and point-of-Interest database.
Our AI-driven insights help Fortune 500 brands, global media agencies and technology innovators decide where to invest, build and grow. Headquartered in Recent York City with hubs across APAC, EMEA and the Americas, we operate with the ownership mindset of a startup and the global footprint of an enterprise data leader.
About the Role:
We are hiring a Senior Data Engineer to own and scale a petabyte-scale data platform on Google Cloud Platform (GCP), processing TB scale of data every day with Apache Spark. You will lead a small team of data engineers, drive cloud cost optimisation across our data workloads, and build AI-driven workflows that change how we support and operate the platform.
This is a product engineering role, not a services or consulting engagement. You will own systems end to end,
live with your design decisions in production, and help define data engineering culture in India.
Key Responsibilities:
Build and scale the platform
• Design, build and operate highly available, fault-tolerant batch and streaming pipelines on GCP that ingest hundreds of terabytes a day into a petabyte-scale data lake and warehouse.
• Write and tune large Spark workloads (PySpark, Spark SQL, Scala/Java) on Dataproc or Spark on Kubernetes (GKE): partitioning, shuffle and join optimization, skew handling, memory and executor sizing.
• Build real-time and near-real-time pipelines with Pub/Sub or Kafka and Spark Structured Streaming or Dataflow (Apache Beam), with clear guarantees on latency, ordering and exactly-once or idempotent processing.
• Model data in BigQuery and the lakehouse (Parquet, Avro, Delta Lake or Apache Iceberg) into clean, simplified datasets that teams can self-serve.
Own data quality
• Build data c
📌 Senior Data Engineer (Bengaluru)
🏢 factori
📍 Bengaluru
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