Petroleum Data Engineer - Subsurface and Drilling Domain - Tieto Tech Consulting (m/f/d)
Core
Develop data pipelines and AI/ML workflows for subsurface and drilling data to support geophysicists and seismic analysis.
Role type
Data Engineer (Subsurface & Drilling Domain)
Builds
Data pipelines, data products for seismic/well data, QC dashboards, and AI/ML solutions for metadata.
Domain
Oil & Gas / Subsurface Geoscience
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, SQL, Snowflake, Azure, Power BI, Streamlit, seismic data understanding, well data understanding, metadata integration, AI/ML workflow awareness
Preferred skills
Petrel, DISKOS, Collabor8, ArcGIS, cloud-native seismic AI services, Microsoft AI suite
Responsibilities
Specify and develop data pipelines for subsurface and drilling data flows; Build and maintain data products on the data platform; Develop QC dashboards for data products; Integrate seismic and well metadata for cataloguing; Enable AI/ML workflows on seismic and well metadata; Partner with geophysicists and SMEs to translate seismic workflows into reusable data and AI solutions.
Seniority
Mid-level, hands-on IC