Lead Machine Learning Engineer

Basic Information

Country:

Israel

State:

NA

City:

ISR Tel Aviv - Ogen Tower

Date published:

19-Jan-2021

Job ID:

28902

Travel Amount:

None

Description and Requirements

From core to cloud to edge, BMC delivers the software and services that enable over 10,000 global customers, including 84% of the Forbes Global 100, to thrive in their ongoing evolution to an Autonomous Digital Enterprise.

BMC is looking for a Lead Machine Learning Engineer to join a dynamic group developing next generation cloud-based solutions for IT management, experimenting with cutting-edge technologies and developing a service for a Data Driven Performance Prediction product, based on known industry and specific algorithms.


In this role, you will be a part of a team of engineers, creating user facing service for data analysis and prediction, producing PoC with different ML algorithms. Take part contributing to existing platform and services.


Responsibilities:

  • Design and develop features according to PM definition, and frameworks of the platform
  • Collaborate with various teams and render messaging according to teams to make sure joined work is efficient and smooth.
  • Take part in design with architects of scalable services using latest patterns and techniques including industry used ML/AI algorithms.
  • Leading design and code reviews for other team members.

Requirements:

  • Vast experience in software development (preferably in Java)
  • Knowledge and understanding of ML/AI Ops algorithms such as Prophet, K-means, KNN, GLM or other commonly used
  • Experience in Elastic, Kubernetes and AWS based services
  • Experience working with cross functional teams (R&D, CS, DevOps, SecOps, PM)
  • Experience in Web Services protocols (REST, JSON) implementation
  • Experience in containers as environment for dev as well as runtime
  • Great interpersonal skills, ability to work in good collaboration with other teams to develop joint features and services
  • Ability to fluently communicate or present in English, spoken and written

Advantages:

  • Experience in technical leadership, mentoring, architecture and design
  • Knowledge of value prediction and model matching.
  • Experience in Service Mesh or Istio, AIOps service development, data labeling, Kibana etc

It is the policy of BMC Software to afford equal opportunity for employment to all individuals regardless of race, color, age, national origin, physical or mental disability, history of disability, ancestry, citizenship status, political affiliation, religion, gender, transgender, gender identity, gender expression, marital status, status as a parent, sexual orientation, veteran status, genetic information or other factors prohibited by law, and to prohibit harassment or retaliation based on any of these factors. 

If you need a reasonable accommodation for any part of the application and hiring process, visit the accommodation request page.