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Pixalate, Inc.PI

AI-Driven Big Data Engineer (PhD Required)

Pixalate, Inc.
Singapore only

Pixalate is seeking a PhD-level Big Data Engineer to develop intelligent, self-healing data systems processing petabyte-scale data. The role involves research in distributed ML systems and AI-enhanced data optimization. It's an opportunity to impact business operations by applying cutting-edge AI research to fundamental data challenges.

Requirements

  • PhD in Computer Science, Data Science, or Distributed Systems
  • Expert SQL
  • Python
  • Scala/Java
  • Big Data Stack: Spark 3.5+, Flink, Kafka, Ray, Dask
  • Storage & Orchestration: Delta Lake, Iceberg, Airflow, Dagster, Temporal
  • Cloud Platforms: GCP (BigQuery, Dataflow, Vertex AI), AWS (EMR, SageMaker), Azure (Databricks)
  • ML Systems: MLflow, Kubeflow, Feature Stores, Vector Databases, scikit-learn + search CV, H2O AutoML, auto-sklearn, GCP Vertex AI AutoML Tables
  • Neural Architecture Search: KerasTuner, AutoKeras, Ray Tune, Optuna, PyTorch Lightning + Hydra
  • Research Skills
  • Track record with 100TB+ datasets
  • Experience with lakehouse architectures, streaming ML, and graph processing at scale
  • Understanding of distributed systems theory and ML algorithm implementation
  • Experience applying LLMs to data engineering challenges
  • Experience implementing feature engineering automation or NAS experiments

About the job

Apply before

Posted on

Job type

Full Time

Experience level

Senior
Executive

Location requirements

Hiring timezones

Singapore +/- 0 hours
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Pixalate, Inc.

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Pixalate, Inc. hiring AI-Driven Big Data Engineer (PhD Required) • Remote (Work from Home) | Himalayas