GCP Senior Data Engineer at J M Group Inc — NeverHard
GCP Senior Data Engineer at J M Group Inc in Toronto, Ontario. Skills: Airflow, Beam, BigQuery, CI/CD, Cloud Functions. Apply on NeverHard.
Company
J M Group Inc
Location
Toronto, Ontario
Type
not_specified
Required skills:
Airflow
Beam
BigQuery
CI/CD
Cloud Functions
Cloud Monitoring
Cloud Storage
Composer
DBT
Data Fusion
Required Skills
Leadership:
Experience leading data engineering teams onshore and offshore. This is a lead position, not a senior data engineer position. Candidates without leadership experience will not be considered for this role.
Technical:
Proficiency in SQL, Python, Java/Scala, and distributed systems (Spark, Beam).
GCP Expertise:
Hands-on with BigQuery, Dataflow, Dataproc, Pub/Sub, Composer (Airflow), and Terraform.
DevOps:
Familiarity with CI/CD, Git, and infrastructure-as-code.
Nice to Have
GCP Certifications (e.g., Professional Data Engineer).
Experience with real-time processing, Vertex AI, or multi-cloud environments.
Key Responsibilities:
Pipeline Development:
Build and optimize ETL/ELT pipelines using Dataflow (Apache Beam), Dataproc (Spark), Pub/Sub, and Cloud Functions.
Data Infrastructure:
Architect and manage BigQuery, Cloud Storage, and Data Fusion for efficient data ingestion, transformation, and storage.
Team Leadership:
Lead a team of 10 engineers, review code, establish data engineering standards, CI/CD, and monitoring (e.g., Cloud Monitoring, Logging).
Performance & Cost:
Optimize pipeline performance, query efficiency, and GCP cost management (e.g., slot reservations, partitioning).
Collaboration:
Work with data architects, scientists, and analysts to deliver self-service data platforms and support advanced analytics/ML use cases.
Data Quality & Governance:
Implement data validation, lineage, and metadata management (e.g., Data Catalog, dbt).