Job Description
Position Title: Computer Vision 3 – AI Engineer
Position Description: Protingent has an exciting contract opportunity for a Computer Vision 3 – AI Engineer with our client located in Redmond, WA. This role is 100% Offsite but required to meet PST hours.
Job Description:
- The purpose of this team is a small research group focused on medical imaging and signals from hospital instruments.
- Their goal is to enhance diagnostic information while minimizing patient inconvenience and cost.
- They work on projects like speeding up MRI scans, reducing radiation in CT scans, and improving patient comfort during these procedures.
- The team develops infrastructure to stream signals to the cloud for analysis and uses AI to train models for better diagnostics with less data.
- Key projects:
- Developing faster MRI scans and reducing radiation in CT scans to improve patient comfort and safety.
- Creating infrastructure to stream signals from hospital instruments to the cloud for analysis.
- Training AI models to predict patient conditions with less data, enhancing diagnostic accuracy and efficiency.
- Refactoring code to run on large clusters, monitoring training jobs, and fixing issues as they arise.
- Focusing on AI research, data wrangling, and software development to support these initiatives.
Job Responsibilities:
- Our client’s Research Diagnostic Imaging team is looking for an Imaging and Vision AI engineer with the following responsibilities.
- Implement deep learning models in the domain of medical imaging, image analysis, image reconstruction, and video processing.
- Prepare and check datasets from raw instrument data, perform labelling and assemble datasets.
- Set up regression tests and work on model optimization for inference performance.
- Train models on GPU clusters.
- Undertake code refactoring to improve existing codebases.
Job Qualifications: Minimum 2-3 years experience with Python (writing machine learning software) Minimum 2-3 years experience with machine learning frameworks, particularly PyTorch. Minimum 2-3 years experience with VS Code ( Strong software development skills, including code refactoring, monitoring training jobs, and fixing issues) Minimum 2-3 years experience with GitHub and Azure The ideal candidate should hold:
- A Bachelor’s degree with 5+ yrs. professional work experience,
- or a Master or PhD degree with 2+ yrs. professional work experience,
- should be familiar with Pytorch (2+ year experience)
- and have designed/implemented/debugged deep learning models.
- Additional formal deep learning training and experience in model parallelization are pluses.
Medical imaging/terminology -bio medical Medical engineering experience Solid professional AI experience Experience with medical imaging or biomedical fields, which can facilitate quicker onboarding and better communication. Familiarity with image reconstruction processes, which is a significant plus.(MRI/CT/ Anything that needs to turn into images) Ability to collaborate effectively with researchers and other team members to achieve project goals. Strong problem-solving skills to address technical challenges in AI model training and data processing. Good communication skills to articulate technical details and project requirements clearly Candidate disqualifiers include:
- Lack of strong coding skills, particularly in Python and related machine learning frameworks like PyTorch.
- Being located outside of North America, as a meaningful overlap with PST Zone hours is required.
- Inability to write quality software, as the team's output is primarily expressed through code.
- Insufficient experience in writing software professionally, ideally 2-3 years or more.
- Not meeting the requirement for familiarity with Python and machine learning frameworks
- Job Details:
- Job Type: Contract
- Location: 100% Remote role (Must meet PST Zone hours).
- Pay Range: $95/hr. to $129/hr.
- An offer of employment is contingent on successfully passing a background check, and applicants who do not successfully pass a background check will not be considered for employment.
Benefits Package: Protingent offers competitive salaries, insurance plan options (HDHP plan or POS plan), education/certification reimbursement, pre-tax commuter benefits, Paid Time Off (PTO) and an administered 401k plan.
About Protingent: Protingent is a niche provider of top Engineering and IT talent to Software, Electronics, Medical Device, Telecom, and Aerospace companies nationwide. Protingent exists to make a positive impact and contribution to the lives of others as well as our community by providing relevant, rewarding, and exciting work opportunities for our candidates.
