Senior ML Engineer

Full-time
Netanya, IL

Revuze is a startup with a mission to revolutionize the way in which market research is being conducted by collecting millions of consumer reviews from the top retailers and turning them into actionable insights at a click. The most world-renowned brands in the electronics, cosmetics, apparel, hygiene and food industry, are currently using Revuze to improve their competitive positioning and product development/innovation road map.

Revuze is an NLP and ML centered company with production and algorithmic deployment, employing advanced NLP and deep learning approaches for large-scale inference, for more than 10 years.

We are looking for an experienced ML Engineer to join our team and take part in advancing our NLP-based products. As a Senior ML Engineer, you will be researching, experimenting, and implementing deep learning models in NLP (primary) and computer vision (secondary).

The primary areas will be: Identify topics within reviews, sentiment analysis, detecting products within images, measure quality (recall & precision), data cleansing, implement a standard ML life cycle, etc.

Requirements:

  •  ML & Deep Learning background, focus on NLP. Proven experience in this space.
  • Proficient on deep learning development in Pytorch.
  • MSc in CS/EE, experience in deep learning and NLP.
  • Previous work for SaaS companies and deploying models in production.
  • Excellent problem-solving skills, with the ability to tackle complex challenges in creative
    and efficient ways.
  • Ability to lead and not only follow. Take initiatives. Propose improvements.
  • Strong communication and collaboration skills, capable of working effectively in a
    dynamic, fast-paced environment.

Nice to have:

  • Computer vision background
  • Familiarity with ML Flow
  • A few years of experience as Backend / Data Engineer. Python is the principal language
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