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[Remote] Senior Data Engineer (Streaming & Databricks)

Remote · Hong Kong Full-time

Note: The job is a remote job and is open to candidates in USA. Lumenalta is a technology solutions company that partners with forward-thinking organizations to build scalable solutions. They are seeking a Senior Data Engineer with deep expertise in streaming architectures and Databricks to architect and deliver a production-grade Lakehouse platform for high-frequency sensor telemetry and complex data pipelines.

Responsibilities

  • Architect and implement data landing zones for streaming telemetry (Striim) and historical relational data (Oracle), enforcing strict asset and handle-level segregation across ingestion layers
  • Design and deploy end-to-end batch and streaming data pipelines within a Databricks Lakehouse environment, leveraging Delta Live Tables (DLT) for reliable state management and incremental processing
  • Develop transformation logic to calculate descriptive statistics (min, max, avg, counts) at ingestion time and build advanced Silver and Gold layer pipelines for complex multi-sensor time-alignment
  • Configure ETL clusters and SQL Warehouses; establish environment-wide monitoring, spend alerts, and cost projections to manage cloud resource consumption and FinOps accountability
  • Lead production cutover activities, including environment hardening, catch-up batch processing for historical backfill, and phased loading of historical parameters
  • Define and enforce data quality standards and pipeline observability practices across all layers of the Lakehouse
  • Collaborate with cross-functional stakeholders to translate manufacturing and IoT domain requirements into robust, scalable data architecture decisions

Skills

  • 5+ years in data engineering with a proven track record of delivering production-grade pipelines in complex, high-volume enterprise environments
  • Advanced hands-on experience with Databricks—Delta Lake, Delta Live Tables (DLT), SQL Warehouses, and cluster management at scale
  • Proven experience with Striim or equivalent Change Data Capture tools in high-volume manufacturing, IoT, or telemetry contexts
  • Strong proficiency in Python/PySpark and advanced SQL for both pipeline development and complex transformation logic
  • Experience managing high-frequency time-series datasets and performing multi-sensor synchronization across misaligned temporal streams
  • Familiarity with cloud cost management practices, including cluster sizing, spend monitoring, and resource optimization within Databricks environments
  • Comfortable owning go-live activities—environment hardening, cutover planning, and post-deployment stabilization in critical production settings

Benefits

  • 100% dedicated to one project at a time so that you can innovate and grow
  • Be a part of a team of talented and friendly senior-level developers
  • Work on projects that allow you to use leading tech

Company Overview

  • Lumenalta is a software and app development company that creates unique digital transformation solutions using innovative technology. It was founded in 2000, and is headquartered in New York, New York, USA, with a workforce of 501-1000 employees. Its website is https://lumenalta.com/.
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