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Machine Learning Engineer

Enabling better self care with at-home hormone tracking.
$40,000
Machine Learning
Mid-Level Software Engineer
In-Person
101 - 500 Employees
1+ year of experience
Healthcare · AI

Description For Machine Learning Engineer

Inito is revolutionizing at-home diagnostics with the world's first comprehensive device that enables multiple diagnostic tests including fertility, diabetes, vitamins, and thyroid through a smartphone-connected platform.

As a Machine Learning Engineer, you'll be joining a team focused on developing cutting-edge computer vision and NLP solutions. You'll work with state-of-the-art deep learning frameworks to create robust and scalable models that power our diagnostic products.

The role combines hands-on development of machine learning applications with the opportunity to shape the future of at-home health diagnostics. You'll be working with large datasets and implementing sophisticated algorithms for object detection, segmentation, and classification.

Key aspects of the role include:

  • Developing computer vision and NLP solutions using PyTorch, TensorFlow, and OpenCV
  • Implementing and optimizing algorithms for medical image processing and analysis
  • Collaborating with cross-functional teams to understand requirements and deliver solutions
  • Working with large-scale datasets to train and validate models
  • Staying current with the latest developments in ML/AI and applying new techniques

The ideal candidate will have:

  • Strong programming skills in Python and experience with deep learning frameworks
  • Background in computer vision and NLP techniques
  • Experience with image processing and machine learning algorithms
  • Ability to work with large datasets and implement efficient solutions
  • Strong communication skills and ability to work in a collaborative environment

This is an exciting opportunity to join a growing company that's building the future of healthcare diagnostics. You'll be part of a team that's already making an impact, with the company on track to build the world's largest dataset of fertility hormones.

Last updated 3 months ago

Responsibilities For Machine Learning Engineer

  • Develop and implement computer vision and NLP solutions for machine learning applications
  • Design and develop deep learning models using PyTorch, TensorFlow, OpenCV, and Hugging Face
  • Implement algorithms for object detection, segmentation, classification, and tracking
  • Work with large datasets to develop models for image and text processing
  • Collaborate with data scientists and stakeholders to understand requirements
  • Use NLP techniques for text classification, sentiment analysis, and entity recognition
  • Use computer vision techniques for face recognition, object detection, and scene understanding
  • Implement model evaluation and testing procedures
  • Stay up to date with the latest deep learning frameworks and techniques

Requirements For Machine Learning Engineer

Python
  • Bachelor's degree in computer science, Electrical Engineering, or related field
  • 1-5 years of experience in computer vision and NLP engineering
  • Experience with deep learning frameworks such as PyTorch and TensorFlow
  • Strong programming skills in Python
  • Experience with computer vision libraries like OpenCV and Hugging Face
  • Familiarity with NLP techniques and libraries (NLTK, spaCy)
  • Experience with image and text processing techniques
  • Familiarity with machine learning algorithms and statistical modeling
  • Experience working with large-scale datasets
  • Excellent communication and collaboration skills

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