Data Scientist - MLOps
Core
Maintain and support a cloud-based geological modelling platform for mining clients, integrating machine learning, APIs, and distributed systems on AWS.
Role type
Senior MLOps Data Scientist (Mining Geostatistics)
Builds
Production geological modelling solutions and machine learning workflows hosted on AWS.
Domain
Mining, Geology, Mineral Resource Estimation, Cloud Infrastructure
Deliverable
production ML models | product features | infrastructure
Required skills
Geostatistics, Geological modelling, Orebody modelling, Resource estimation, Machine learning, MLOps, AWS cloud engineering, RESTful APIs, Data ingestion patterns, Event-driven architectures, CI/CD, DevOps, Monitoring, Operational support
Preferred skills
Data governance, Security handling, Software engineering principles, Distributed systems, Microservices, Service-based architectures
Technologies
Python, FastAPI, Plotly Dash, SQL, MLFlow, AWS Lambda, AWS Cognito, AWS S3, AWS RDS, AWS DynamoDB, AWS ECS, AWS Step Functions, Docker
Responsibilities
Support and maintain geological modelling workflows, Validate geostatistical outputs and block models, Deploy and monitor production ML models using MLflow, Implement DevOps practices and monitoring solutions in AWS
Seniority
Senior, hands-on IC