20 days old

Machine Learning Engineer

Lytx, Inc.
San Diego, CA 92121
  • Job Code

Lytx, Inc. is proud to be an equal opportunity/affirmative action employer and maintains a drug-free workplace. We are committed to attracting, retaining and maximizing the performance of a diverse and inclusive workforce. EOE/M/F/Disabled/Vet.

Machine Learning Engineer
Office - San Diego, CA

Full time

Innovation Lives Here

You go all in no matter what you do, and so do we. You want to use your powers for good, and that's exactly what we do at Lytx. Our team is made up of hungry, humble, and capable people who are making a difference every day with technology that helps save lives each year.

Why Lytx:

The Lytx Applied Machine Learning Team develops deep learning and computer vision algorithms to monitor and assess the state of drivers and their environment to identify risk and improve safety for our clients. The role of Machine Learning Engineer will work across all aspects of the development cycle to optimize workflows, dataset generation, model performance and code efficiency to help enhance and differentiate Lytx as the leader in the Video Safety and Telematics industry.

You'll Get To:
  • Develop and improve tools and workflows to optimize machine learning development and production pipelines
  • Design and implement model optimizations for embedded targets
  • Optimize model workflow for elastic multi-node environments
  • Monitor, maintain and retrain existing machine learning models to adapt to evolving business needs.
  • Analyze data to find trends, evaluate and compare effectiveness of the developed models, and report statistics on model performance.
  • Assist on projects led by other team members via data processing, programming, monitoring of production applications, etc.
  • Perform other duties as assigned.

What you'll need:
  • B.S in computer science, electrical engineering or other related discipline?; or equivalent experience
  • 3 plus years' work experience with deep learning libraries such as Keras, Tensorflow, Pytorch etc..?
  • Strong statistical and mathematical background?
  • Strong Python coding experience?
  • Practicalend-to-end experience building machine learning models - from datacollection and dataset building to model training and parameter tuning andthrough deployment, QA and refinement.?
  • Experience with data processing frameworks such as Numpy or Pandas?
  • Experience data visualization libraries such as, Matplotlib, Pyplot, Seaborn etc.?
  • Understanding with Database queries with Hadoop, SQL, etc.?

Bonus points if:
  • Experience with optimizing deep learning models for embedded platforms using Tensorflow Lite, etc.
  • Experience with quantization and other run-time optimization techniques for deep learning models.
  • Experience with distributed training for deep learning

Posted: 2020-11-06 Expires: 2020-12-07

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Machine Learning Engineer

Lytx, Inc.
San Diego, CA 92121

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