IT

ML Ops Engineer - 6 months renewable (Johannesburg or UK)

Johannesburg, Gauteng
Work Type: Fixed Term Contract

Primary purpose of the role: Translate data science models into minimum viable analytics assets (MVA) for business user usage

Critical tasks:

  • Develop repeatable workflows for accelerated deployment of machine learning models in preparation for end-user consumption
  • Create effective tooling and dashboards to enable end-user consumption of MVAs
  • Work closely with Data Engineers and Data Scientists to create processes for rapid train, test and deployment operations
  • Implement efficient support model for deployed MVAs
  • Collaborate with product managers and chapter leads to coordinate productization of selected MVAs

Who they mostly interact with?

  • DA Studies Lead
  • DA Studies Data Scientists
  • Business End Users
  • DA Studies Ops Manager
  • VOXEL Analytics team
  • VOXEL Product Managers

What success looks like for that role

  • Reduced time to deploy ML models as MVAs
  • Reduced time to deliver MVAs to business users through dashboards
  • Reduced time to complete ML model training/test tasks
  • Enable delivery of more DA Studies using same resourcing level
  • Enhanced customer satisfaction

Qualifications and skills for the role

  • Degree in Computer Science or a closely related discipline
  • 4+ years of experience in Python-based software development
  • 2+ years of experience in building production pipelines and workflows for ML model deployment
  • 2+ years of experience with workflow management tools such as Airflow /Luigi /Prefect /others
  • UI/dashboard design & development experience
  • Experience of Dataiku platform is a plus
  • Ability to work collaboratively with multi-disciplinary teams of business users, data scientists, data engineers, platform/solution architects, project & product managers
  • Excellent time management skills for delivering multiple projects concurrently
  • Effective written and verbal communication skills
Talent Partner:
Carole Craggs
 
Remuneration:
R630 per hour
 

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