We are looking for a Senior MLOps Specialist to play a key role in bridging the gap between R&D products & production engineering. Your job will be to apply DevOps / MLOPs best practices in building & modernizing pipelines to support R&D prototyping, ML dataset labelling & storage, and ensuring ML models are deployed effectively across a fleet of robots. This role will involve working with big data & using cutting edge technologies to efficiently enable analytics.
Role Responsibilities:
- Develop & automate AI Model pipelines including
- Data ingestion
- Pre-processing
- Training
- Packaging & validation
- Deployment & monitoring
- Dockerization of software services & applications
- Dev process streamlining with pre-commit hooks & CI pipelines
- Automated testing, checks
- Processing pipeline packaging & versioning
- Improving existing DevOps pipelines
Qualifications:
- Bachelors degree in Computer Science or higher
- Minimum 5 years of Canadian work experience excluding internships
- Proven experience as an MLOps Specialist, Proficiency in Python, PowerShell, ML concepts, cloud computing, Data Engineering, & MLOps Frameworks
- Experience developing DevOps & MLOps pipelines
- Experience with Microsoft Azure
- Experience with Windows servers
- Experience as a Windows system administrator is preferred
- Excellent problem-solving and debugging skills
Tech Stack:
- Azure Cloud
- Python ; FastAPI
- SQL ; PostgreSQL
- NoSQL; InfluxDB
- Docker
- Kubernetes
- Bitbucket
- Grafana & Prometheus for infrastructure monitoring and APM
- Opensearch
- Sentry
About Us:
Enersoft Inc. is a Calgary-based start-up developing and deploying exciting new technologies for the energy and mining sectors under the GeologicAI brand. We build nifty geological robots that scan rocks, train AI to analyze the scan data, and make fancy software that makes all our results incredibly useful for finding and extracting natural resources. We are well-funded and growing rapidly and looking for amazing people to join our team.
We're a fast-growing well-funded company working on interesting products that are making difference to the world. Our products and services are helping find the hydrocarbons that power our world today & tomorrow.
Working at Enersoft you will enjoy the following benefits:
- A casual and fun work environment
- Extended health and dental benefits
- Flexible schedule and opportunities for remote work
- Free parking at the office
- Office gym
- Eligibility for stock options and bonuses
- Robots with lasers!
Benefits:
- Dental care
- Extended health care
- Vision care