Machine Learning Research Engineer

Full-Time / Product / Tel Aviv, Israel

About Logz.io

Are you passionate about using cutting edge data science techniques to help the organizations find problems in their products and find cyber threats? Logz.io collects a huge amount of data from our customers’ logs and activities while investigating production issues. Join us in disrupting the observability ecosystem! You will bring a strong knowledge of using a variety of data mining and data analysis methods to build and implement features, models, algorithms, and run experiments. You will be part of the research, design, and productization of new groundbreaking ML-based solutions.

Responsibilities

  • Working with data science and security researchers in multiple fields of AI
  • Working in a rapidly changing environment, adopt new technologies and algorithmic knowledge.
  • Shipping ML models and various algorithms to production running on Big Data platforms in the cloud.
  • Requirements

  • B.Sc. in computer science/electrical engineering/math/related fields.
  • 5+ years of experience in software development
  • 2+ years’ experience with Big Data and Spark for building data pipelines and feature extraction
  • 2+ years’ experience in algorithms implementation and productization
  • 2+ years’ experience with Python (including working with data frames)
  • Good statistics & linear algebra knowledge
  • Familiarity with sklearn libraries and basic modeling in classification, recommendation, and clustering
  • Good interpersonal skills
  • Fast learner
  • Advantages

  • M.Sc. in computer science/electrical engineering/math/related fields.
  • Experience with ML modeling
  • Experience in tuning ML models hyperparameters and performance
  • Experience with AWS Sagemaker
  • Experience with AWS Glue
  • Experience with Scala
  • Experience in Backend development
  • × Announcing Logz.io’s native integration with Azure for frictionless observability Learn More