Machine Learning Engineer
Machine Learning Engineer
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Salary Not Disclosed
1 Vacancy
Job Description
Primary Function of Position:
Are you passionate about designing software solutions that enable complex user interfaces and user interactions We are looking for someone who thrives in a collaborative product development environment and wants to push the boundaries of what is possible in surgical robotics today! Join our team of passionate and dedicated software computer vision and machine learning engineers to develop realtime sensing and perception technologies that support complex human machine interfaces for next generation robotassisted surgery platforms.
The successful candidate must excel in a highenergy focused smallteam environment and must have a solid track record of taking machine learning deep learning and computer vision technologies to product. A sound sense of mutual responsibility and shared reward is required.
As part of the User Interaction Algorithms team immediate responsibilities include:
- Participate in the design development and optimization of computer vision and machine learning based solutions for stateoftheart user interfaces
- Support tools to facilitate machine learning pipelines and automated workflows
- Test and maintain large databases of surgical video system data and meta data
- Work closely with research data scientists throughout analysis visualization and modeling efforts
- Develop tools and methods for rigorous testing of algorithms prior to product launch
- Play a central role in putting models into production and developing tools to monitor product performance in the field
- Support multiple engineering and analytics teams in collecting accessing and analyzing data
Additional responsibilities include:
- Study and improve algorithm performance metrics that correlate with user experience and that can be used to drive continuous improvement
- Keep current with our software/hardware development efforts and understand overall trends in AI ML and Cloud technologies
- Continuously explore optimal data coverage for various use cases
Qualifications :
Skill/Job Requirements:
- Minimum bachelor or masters degree in Computer Science Software/Computer Engineering Applied Math or related field
- Minimum 46 years commercial development experience with strong preference for candidates with medical device products.
- Experience developing computer vision software algorithms
- Handson experience developing computer vision and machine learning systems for products. Experience in medical or other regulated industries is a plus
- Endtoend experience with deeplearningbased products including data engineering and pipelines for model training deployment and monitoring
- Experience with machine learning operations tools and workflows
- Solid understanding of computer vision concepts including multiview geometry scene understanding feature detection and tracking
- Experience with one of the major ML frameworks (e.g. PyTorch TensorFlow)
- Excellent software design problem solving and troubleshooting skills
- Excellent understanding of data structures and algorithms
- Excellent Python GNU design pattern OOP and C/C programming skills
- Solid mathematical foundation in linear algebra
- Highlevel of proficiency with databases in a Linux environment including creating database schemas
- Working knowledge of shell scripting and writing applications in Python
- Working knowledge of Docker and experience with AWS/cloud storage Linux system docker and jobscheduler is a plus
- Excellent teamwork and communication skills (both in oral and written)
Additional Information :
Due to the nature of our business and the role please note that Intuitive and/or your customer(s) may require that you show current proof of vaccination against certain diseases including COVID19. Details can vary by role.
Intuitive is an Equal Employment Opportunity Employer. We provide equal employment opportunities to all qualified applicants and employees and prohibit discrimination and harassment of any type without regard to race sex pregnancy sexual orientation gender identity national origin color age religion protected veteran or disability status genetic information or any other status protected under federal state or local applicable laws.
We will consider for employment qualified applicants with arrest and conviction records in accordance with fair chance laws.
We provide marketcompetitive compensation packages inclusive of base pay incentives benefits and equity. It would not be typical for someone to be hired at the top end of range for the role as actual pay will be determined based on several factors including experience skills and qualifications. The target salary ranges are listed.
Due to the nature of our business and the role please note that Intuitive and/or your customer(s) may require that you show current proof of vaccination against certain diseases including COVID19. Details can vary by role.
Intuitive is an Equal Employment Opportunity. We provide equal employment opportunities to all qualified applicants and employees and prohibit discrimination and harassment of any type without regard to race sex pregnancy sexual orientation gender identity national origin color age religion protected veteran or disability status genetic information or any other status protected under federal state or local applicable laws.
Mandatory Notices
We will consider for employment qualified applicants with arrest and conviction records in accordance with fair chance laws.
Preference will be given to qualified candidates who do not reside or plan to reside in Alabama Arkansas Delaware Florida Indiana Iowa Louisiana Maryland Mississippi Missouri Oklahoma Pennsylvania South Carolina or Tennessee.
We provide marketcompetitive compensation packages inclusive of base pay incentives benefits and equity. It would not be typical for someone to be hired at the top end of range for the role as actual pay will be determined based on several factors including experience skills and qualifications. The target salary ranges are listed.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
