BlueOptima | Jobs | MLOps Engineer | BigDataKB.com | 07-02-22

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Job Location: Bangalore/Bengaluru

Qualifications

Responsibilities and tasks:

  • Optimise the Data Engineering Teams efforts to ensure they are able to deliver best solutions with the least effort.
  • Manage the applications supporting the development of both data pipelines and Machine Learning Solutions.
  • Identify new solutions of products to accelerate the development
  • Track the status, health and performance of internally developed solutions.
  • Ensure the Data Engineering teams are able to scale efficiently by automating key processes.
  • Create solutions that set the standards to support challenges with Machine Learning such as data drift.
  • Facilitate taking solutions into production, though active participation with the internal development teams.
  • Spec the requirements to solve a problem, identify the critical path, and timelines and be able to give clear estimates quantifying any uncertainty.

What You Need to Succeed at BlueOptima:

  • Minimum Bachelors degree in Computer Science/Statistics/Mathematics or equivalent.
  • Minimum of 2+ years experience in building and deploying ML solutions.
  • Expert level proficiency in Python programming.
  • Experience building applications and scripting solutions using frameworks like flask, pandas, numpy.
  • Experience in evaluating long term performance of an ML solution in production.
  • Experience supporting others to improve their own solutions or approaches.
  • Experience setting standards and best practices for a team.
  • Strong Analytical skills demonstrated through data engineering or similar experience.
  • Experience with scaling, deployment and management of docker solutions using Kubernetes.
  • Experience working with both SQL (ideally Postgres) and noSQL databases.
  • Comfortable challenging different approaches to problem solving to help others find the best approach.
  • Strong written and verbal communication with interpersonal and time management skills
  • Ability to learn and incorporate new technologies into the BlueOptima ML infrastructure, as and when needed.

Good to have (Technical requirements/ Previous experience)

  • Experience working with MLFlow.
  • Experience working with machine learning frameworks like Tensorflow(Keras) or Pytorch, Data Visualisation tools (via Grafana, Superset, Kibana, or similar)
  • Comfortable working on multiple projects simultaneously, and able to draw the parallel between them to find efficiencies.
  • An understanding of defensive coding practices with a range of programming languages, understanding the differences in their approaches.
  • Experience with automating tasks to maximise time for more important problems.
  • Experience of project management and designing processes to deliver successful outcomes.

Apply Here

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