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ES

Lead Data Software Engineer

EPAM Systems
πŸ‡ΊπŸ‡¦ Ukraine
Remote
Staff / Principal
2 months ago
  • GCP
  • Airflow
  • Python
  • FastAPI
  • BigQuery
  • Cloud Functions
  • Pub/Sub
  • ETL
  • Pydantic
  • REST API
  • SQL
  • Data Modeling
  • IAM
  • AWS
  • Azure
  • Excel
  • XML
  • dbt
  • Beam
  • Dataflow
  • IaC
  • Terraform
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We are seeking aLead Data Software Engineer to lead the evolution and maturity of data solutions in a dynamic GCP environment.

The role involves implementing orchestration with Airflow, optimizing data ingestion pipelines, and driving the delivery of scalable, high-performance systems.

Responsibilities

  • Improve architecture to enhance the scalability and maturity of data solutions
  • Implement orchestration for workflows using Airflow for efficient processes
  • Build secure REST services in Python 3.x with technologies like FastAPI and asynchronous patterns
  • Optimize data pipelines and workflows by leveraging BigQuery's advanced features like partitioning, clustering, and query tuning
  • Design high-load systems with a focus on throughput, backpressure, and scalability
  • Utilize GCP services such as Cloud Functions, Pub/Sub, and Cloud Storage to build robust data solutions
  • Develop end-to-end ETL pipelines with job orchestration frameworks like Airflow
  • Drive the design process from RFCs to full operational runbooks with clear documentation and ownership

Requirements

  • 7+ years professional software experience; 4+ years of expertise in Python 3.x within production environments
  • Knowledge of FastAPI and Pydantic, with proficiency in async patterns and secure REST APIs
  • Competency in SQL, data modeling, and hands-on experience with BigQuery (partitioning, clustering, query optimizations)
  • Production expertise in GCP services including Cloud Functions, Pub/Sub, Cloud Storage, IAM/Secret Manager, Cloud Build, or equivalent AWS/Azure stacks
  • Background in designing high-load systems with solutions for backpressure, idempotency, and scalability
  • Experience working on ETL pipelines using tools like Airflow for job orchestration
  • Showcase of excellent communication, ownership, and problem-solving skills

Nice to have

  • Familiarity with parsing file formats at scale like CSV, Excel, or XML along with schema evolution/versioning techniques
  • Understanding of data quality frameworks such as assertions or expectations and tools like dbt or Dataform
  • Background in event-driven architectures or streaming technologies; experience with Beam/Dataflow is a plus
  • Expertise in concurrency and performance profiling in Python using asyncio or multiprocessing
  • Knowledge of IaC practices using Terraform or SRE methodologies
  • Awareness of security concepts such as authentication/authorization, service accounts, and principles of least privilege

Lead Data Software Engineer Β· EPAM Systems

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