Machine Learning Ops Engineer
impact.com, Cape Town
What you will do
- Own production pipeline for all DS jobs
- Work closely with data science on new pipelines
- Create monitoring solutions around all aspects of pipeline
- Scale solutions around data volumes, budget, SLAs, infrastructure
- CI/CD pipeline ownership
- Help Architect necessary data handoffs to other squads
- Develop and mentor best practices within Impact
- Interface with external systems to extract data
- Operate independently, research new technologies, champion solutions
- Collaborate cross squad to develop various data handoffs
What you need
- Masters in Computer Science, Data Science preferred
- 3+ years experience in developing and deploying machine learning models in a production environment.
- 1+ year of experience in MLOps and Data engineering
- Experience in Databricks preferred
- Experience in all DS libraries
- Google Cloud environment certifications a plus
