Machine Learning Engineer

Posted 2 months ago

Details

Compensation

Not disclosed

Industry

Education

Time commitment

Full time

Company size

Not disclosed

Skills

Machine Learning

Python

AWS

Job description

A well-established organization that is determined to build impactful modern technologies and ML analytical services to help revolutionize the preventive healthcare industry, is looking for a Machine Learning Engineer. The engineer will be collaborating with a team of experts to develop the framework workflow and code development for the platform. The company's goal is to advance non-invasive, user-friendly, portable, and reasonably priced technology for early illness detection and monitoring. This position requires a significant overlap with the EST time zone.

Job Responsibilities:

Collaborate with experts in neurodegenerative diseases, AI, and business
Build the framework, workflow, and code development for the platform
Develop leading technologies with the potential to solve the world’s most complex diagnostic challenges and improve people’s lives
Test and evaluate AI algorithms and software tool prototypes
Conduct multiple analyses to test the suitability of the algorithms for further use in the screening and predictive component of the framework
Perform imaging analyses, manage multivariate databases, and transfer/management of overall project data in a secure manner for analysis
Assist Investigators and Consultants in the successful execution of projects
Communicate the AI approach, model performance, and results to internal teams and investors
Introduce new ideas and projects to innovate projects further
Follow a data-first approach to create data-driven solutions

Job Requirements:

Master’s/Ph.D. degree in Software Engineering, Computer Science, Electrical or Biomedical Engineering, Physics, Mathematics (or experience in related fields)
At least 5+ years of relevant experience as a Machine Learning Engineer
Experience in computer science, mathematics, medical image analysis/processing, and AI
Trained or experienced in computer vision, pattern recognition, neural networks, machine learning, deep learning research, algorithm optimization, high-performance computing, data structures, numerical methods, and statistics
Skilled in software prototyping, data/image processing and analysis, and algorithm development using Python and/or C++
Experience with one or more open-source tools such as TensorFlow, PyTorch, etc
ML OPS skills and experience with AWS SageMaker are desirable
Good to possess previous experience in image/signal processing and/or medical imaging, software development in ophthalmic imaging
Hands-on experience with medical applications in ophthalmology is nice to have
Experienced working for healthcare technologies posed for the FDA approval process is preferred
Ability to work independently and with various interdisciplinary teams
Strong written and spoken English communication skills