VoxelCloud

Machine Learning Engineer - Computer Vision & NLP

VoxelCloud • $100K — $150K *
Los Angeles, CA 90011In-Person
Consumer Technology
Less than 5 years of experience
Today
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Job Overview by Ladders

Qualifications

  • MS degree in computer science, engineering, or mathematics
  • 1+ years building deep learning solutions for computer vision
  • 1+ years building deep learning solutions for NLP
  • Proficient with major deep learning frameworks, preferably TensorFlow/PyTorch
  • Strong Python programming skills
  • Good understanding of data structures and algorithms
  • Detail-oriented, organized, self-motivated, and eager to learn
  • Team player with strong communication skills

Responsibilities

  • Develop deep learning models based on product feature requests
  • Design, implement, and test model experiments using deep learning frameworks
  • Document findings and results in Confluence for peer discussions
  • Collaborate with data team for in-house data management and labelling
  • Write production and deployment code, optimizing models for performance
  • Conduct research on deep learning methodologies for real-time implementation

Benefits

  • Outstanding start-up culture
  • Transparent, collaborative work environment
  • Excellent medical, dental, and vision coverage
  • 401k plan and paid vacation and holidays
Full Job Description
Job Description

The R&D team (located in Los Angeles, CA) is involved with creating innovative solutions using deep learning tailored to the needs of the product lines (Thorax/Retina/Cardio/Skin). We are currently hiring a full-time engineerto join our model team.

Responsibilities:
  • Develop deep learning models for prototyping and production purposes according to product feature request
  • Design, implement and test model experiments using major deep learning frameworks
  • Document experiments findings and results with supporting summary statistics for peer discussion and review (Confluence)
  • Provide insights to data collection and annotation and collaborate with the data team for in-house data management and labelling
  • Write production and deployment code (dockerization), iterate deployed models for optimal performance and inference speed
  • Conduct methodology research in deep learning to drive scalable, real-time implementation


Qualifications

Basic Qualifications
  • MS degree in computer science, engineering, or mathematics
  • 1+ years of relevant experience in building deep learning solutions for computer vision problems
  • 1+ years of relevant experience in building deep learning solutions for NLP problems
  • Proficient with at least one major deep learning framework, preferably TensorFlow/Pytorch
  • Proficient in Python
  • Good CS fundamentals in data structures and algorithm
  • Detail-oriented, well organized and self-motivated with a continuous drive to learn, explore and be challenged
  • Work well in teams and communicate ideas clearly

Preferred Qualifications
  • PhD degree in computer science, engineering, or mathematics
  • 3+ years of relevant experience in building deep learning solutions for computer vision problems
  • 2+ years of relevant experience in building deep learning solutions for NLP problems
  • Hands-on experience with Transformers, Bert, and other advanced NLP models
  • Hands-on experience with state-of-the-art object detection, semantic segmentation, and image classification models
  • Track record of publications in CV and NLP is a plus
  • Hands-on experience with model optimization (e.g., network quantization and half-precision training) is a plus
  • Prior experience with medial images is a plus
  • Prior experience with medial report mining is a BIG plus


Additional Information

We Offer...
  • An outstanding start-up culture;
  • Transparent, collaborative work environment;
  • Competitive compensation
  • Excellent Medical, Dental, and Vision coverage
  • 401k, paid Vacation and Holiday

Videos To Watch

About VoxelCloud

VoxelCloud is a healthcare technology company that develops artificial intelligence (AI) and cloud-based solutions for medical imaging analysis. The company's products include VoxelCare, a cloud-based medical imaging platform that provides diagnostic support for radiologists, and VoxelFlow, an AI-powered medical imaging analysis tool that can detect and quantify blood flow in the brain. VoxelCloud also offers a range of other AI-powered medical imaging analysis tools for various applications. The company was founded in 2016 and is headquartered in Pasadena, California.
Learn more about VoxelCloud
Size
200 employees
Industry
Healthcare
Founded
2016
* Ladders Estimates

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