MLOps - (Mid+/Senior)

MLOps - (Mid+/Senior)

Client / Project description:

The client is the largest InsurTech you've never heard of – they are building technology to revolutionize how the world's most complex assets are insured. Need to insure your satellite launch? Looking for cover for your multi-nation fast food chain? Preparing to stage an iconic music festival in a field? There isn't a price comparison website for that. Lloyd's of London is the global market place for bespoke insurance, where our client is the leading digital underwriter. How insurance is underwritten here hasn't changed in 300 years – until now. They're building technology to revolutionize how these unique risks are covered.

 Skills:

MLOps role has been defined in the following way:

  1. The candidate should have real hands-on expertise in K8s (on GCP). Real - meaning - worked with that, set up deployment charts, managed operators, managed nodes etc. In our (XPL) world it means - devops with k8s skills. Sample task in Ki project: setup Horizontal Pod Autoscaler; deploy pods using Machine Learning model images with helm chart; setup observability on the cluster etc.
  2. The candidate should have experience in working with event-driven architectures, based on PubSub (GCP) or - in general - pub/sub pattern. Sample tasks are around creating and improving pipelines - not implementing transformations but - instead - ensuring that the infrastructure and software components lead to correct data ingestion to feature store, or preparing the infrastructure components deployments, managing consumers etc.
  3. The candidate should understand the basics of data engineering - like what's the difference between data warehouse and data lake. How data are stored in both and what are the specifics.
  4. Willing to learn or understanding feature stores and how to build schemas a plus. 

Type of work: Remote

 If you're excited about the opportunity, join our team and enjoy an attractive salary package that reflects your expertise and dedication. Please send your CV to careers@amsoft-group.com

 

AMSoft Group maintains Common Security Framework (CSF) R2 Certifications from the Health Information Trust Alliance (HITRUST) covering the healthcare-related systems it has built and operates. HITRUST was established under the premise that information security should be a core pillar of the broad adoption of health information systems and exchanges. The CSF combines requirements from existing federal, state, and third- party standards such as HIPAA, HITECH, PCI, COBIT, NIST, and FTC.