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Software Engineer - ML Infra - Research Department

Full Time

Location

Israel

Lightricks Uk

We want to continue our tradition of creating award-winning apps - in London! Our R&D-oriented office offers the agility and excitement of a startup while at the same time reaping the benefits of an established and successful company.

Location

DESCRIPTION

Jerusalem

Israel

Lightricks Germany

Do you want to work on beautifully crafted applications in a creative startup environment while enjoying the benefits of a mature and profitable company? Then read on. We are currently forming a new team in Munich and are looking for top-notch developers who share our vision of democratizing creativity with award-winning apps.

JOB DESCRIPTION

DESCRIPTION

Lightricks creates award-winning apps - in the field of image, video and sound processing - used by hundreds of millions of content creators all over the world. Lightricks is a company driven by its tech, innovation and good people. At Lightricks Research we are building the algorithms fueling the magic in our apps. To do that, we strive for an efficient workflow using the latest tooling and solving our unique requirements. We are looking for someone who understands how to build elegant abstractions on top of 3rd party services and tools that will make you want to use them every day. Help maintain and scale the shared infrastructure and codebases for all of our researchers. Make sure ML best practices are implemented throughout the research department, in internal prototyping, and in our production facing systems. Problems you’ll tackle can range from ML compilers translating from one model format to another, through scalable data pipelines for training neural networks on multiple hybrid cloud infrastructures. We care deeply about our researcher’s productivity and in this position you’ll have the ability to influence the entire development lifecycle of our algorithms and prototypes. If you love seeing that proverbial needle move - join our research team!

Lightricks creates award-winning apps - in the field of image, video and sound processing - used by hundreds of millions of content creators all over the world.

Lightricks is a company driven by its tech, innovation and good people. At Lightricks Research we are building the algorithms fueling the magic in our apps. To do that, we strive for an efficient workflow using the latest tooling and solving our unique requirements.

We are looking for someone who understands how to build elegant abstractions on top of 3rd party services and tools that will make you want to use them every day. Help maintain and scale the shared infrastructure and codebases for all of our researchers. Make sure ML best practices are implemented throughout the research department, in internal prototyping, and in our production facing systems. Problems you’ll tackle can range from ML compilers translating from one model format to another, through scalable data pipelines for training neural networks on multiple hybrid cloud infrastructures.

We care deeply about our researcher’s productivity and in this position you’ll have the ability to influence the entire development lifecycle of our algorithms and prototypes. If you love seeing that proverbial needle move - join our research team!

Responsibilities

  • Design and maintain libraries for use by our researchers. Most importantly, we care about performance and ease of use.
  • Be the owner of our ML infrastructure frameworks, directing development and conducting code reviews.
  • Optimize the flow from prototype to production by improving versioning, benchmarking, serialization and conversion of ML models built by our researchers.
  • Develop tools to automate tasks and enforce conventions. Help every user of your tools be highly productive. Specifically, tools managing datasets and data pipelines, model and artifacts tracking and testing.
  • Write clean, maintainable and testable code and inspire others to do the same.
  • In a scaleable manner, integrate the latest high impact ML and AI technologies into our process.

Requirements

  • 2+ years of industry experience.
  • 3+ years of development experience in Python.
  • Experience designing clean and maintainable APIs.
  • A big plus - Experience leading a technical team or project.
  • A plus - Experience with big data streaming and processing, databases and caching mechanisms.
  • A plus - Knowledge in machine learning and familiarity with ML frameworks (PyTorch/TF).

Benefits

  • An amazing option plan
  • Competitive salary
  • Generous pension
  • Subsidised private healthcare, lunch and gym membership.
  • Refreshments! Fruit, veggies, snacks & of course, lots of coffee!

We’re open to suggestions on perks!

Benefits

  • Competitive salary
  • Amazing stock option plan
  • 28 days of paid vacation + 13 public holidays
  • Subsidised lunch
  • Home office policy
  • Team events
  • Subsidised gym membership
  • Relocation allowance, if needed
  • Fruit, snacks & coffee



We’re open to suggestions on perks!

APply

If you believe you're the right fit and are interested in joining the team - please fill out the following form:

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