What are the responsibilities and job description for the Data Scientist position at FIT:MATCH.ai?
About The Role
FIT:MATCH is seeking a highly skilled and innovative Data Scientist with 3D and Computer vision experience to join our team. In this role, you will play a key role in designing and optimizing 3D data collection, processing, and analytics. You will be at the forefront of cutting-edge technology, contributing to the development of systems with applications across various industries. All source code is written to formalized, detailed, coding standards.
Key Responsibilities
Compensation, Perks & Benefits
Fit:match is a B2B2C technology company on a mission to revolutionize the apparel industry through data science to deliver increased relevance and satisfaction for shoppers, improve retail economics, and help the industry as a whole make significant strides towards sustainable apparel retail. We are looking for people who share the same passion.
Fit: Match is backed by an investor group including experienced angel investors, institutional firms, and multi-billion dollar retailers. The best part of working at Fit:Match is without a doubt, the people. We pride ourselves on hiring team members who embody our people characteristics of low ego, collaboration, dependability, and proven domain expertise. At Fit:Match, you would work cross-functionally with another top global talent with experience in the technology, data science, apparel design and fit, marketing, and retail industries. We obsess over growth, speed, and accuracy. We love a scrappy idea, an out-of-the-box growth hack, and live for reimagining and trying new things.
FIT:MATCH is seeking a highly skilled and innovative Data Scientist with 3D and Computer vision experience to join our team. In this role, you will play a key role in designing and optimizing 3D data collection, processing, and analytics. You will be at the forefront of cutting-edge technology, contributing to the development of systems with applications across various industries. All source code is written to formalized, detailed, coding standards.
Key Responsibilities
- Collaborate with cross-functional teams to define project requirements and objectives
- Design and implement 3D technology using Python (and C ) to create software that interfaces with 3D camera systems or computer vision/ ML models.
- Develop and optimize computer vision algorithms for real-time data processing
- Create software components for data acquisition, analysis, and visualization
- Work on 3D point cloud processing, object recognition, and spatial mapping
- Conduct performance testing, debugging, and optimization of the system
- Stay up-to-date with the latest advancements in 3D technology and computer vision
- Bachelor's, Master's, or Ph.D. in Data Science, Computer Science, Electrical Engineering, Robotics, or a related field
- 3-4 years of professional work experience in a similar role
- Proven experience in 3D technology integration
- Strong proficiency in computer vision, including feature detection, tracking, and 3D reconstruction
- Proficient in programming languages such as C , Python, and relevant libraries (OpenCV, PCL)
- Experience with 3D data processing, point cloud manipulation, and object recognition
- Experience working with CT Scan (DICOM file format) and/or experience working in the medical device space is a plus
- Knowledge of machine learning and deep learning for computer vision tasks is a plus
- Familiarity with hardware design and sensor integration is advantageous
- Strong problem-solving skills and the ability to work independently and in a team
- Excellent communication and collaboration skills.
- C working experience
- Startup experience
- Version Control: Git
- Bug Tracking and Project Management: JIRA, Confluence
- Deployment (CI/CD): Jenkins, Travis CI, CircleCI
- Test Management: RTM
- Programming Languages: C , Python, Swift, Node.js
- API Testing: Postman, Insomnia
- Browser DevTools: Familiarity with browser developer tools for inspecting web elements, network traffic, and debugging
- Database Testing: Basic knowledge of SQL for writing queries to validate data integrity
- Browser and Device Compatibility: Knowledge of different browsers and devices to ensure cross-platform compatibility
- Performance Testing: Tools like JMeter or Gatling for load and performance testing
Compensation, Perks & Benefits
- Generous PTO policy 12 paid US holidays
- Medical, dental, and vision insurance for you and your family
- Paid Parental leave
- 401k
Fit:match is a B2B2C technology company on a mission to revolutionize the apparel industry through data science to deliver increased relevance and satisfaction for shoppers, improve retail economics, and help the industry as a whole make significant strides towards sustainable apparel retail. We are looking for people who share the same passion.
Fit: Match is backed by an investor group including experienced angel investors, institutional firms, and multi-billion dollar retailers. The best part of working at Fit:Match is without a doubt, the people. We pride ourselves on hiring team members who embody our people characteristics of low ego, collaboration, dependability, and proven domain expertise. At Fit:Match, you would work cross-functionally with another top global talent with experience in the technology, data science, apparel design and fit, marketing, and retail industries. We obsess over growth, speed, and accuracy. We love a scrappy idea, an out-of-the-box growth hack, and live for reimagining and trying new things.
Salary : $150,000 - $180,000