About this Job:
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.
This role is a fully remote position. Preference is someone willing to work EST hours.
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
Your Areas of Expertise:
- 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.
Nice to Have:
- C++ working experience
- Startup experience
We work with:
- 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
- Cloud Services: AWS Console, Amazon EC2, Amazon S3, AWS Lambda, Amazon RDS, DynamoDB
About the Company
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.
Compensation, Benefits And Perks
- Generous PTO policy + 12 paid US holidays
- Medical, dental, and vision insurance for you and your family
- Paid Parental leave
- 401k
Top Skills
What We Do
FIT:MATCH.ai is an award-winning B2B2C technology platform that enables apparel brands to match their customers with the best-fitting products in hard-to-fit categories.
Our patented algorithms start by deriving a shopper’s 3D body shape using augmented reality and Lidar. Next we match them with the closest digital twin of real body scans within our extensive database to make personalized product recommendations.
The first-of-its-kind SaaS platform is designed to eliminate brands’ and consumers’ questions about fit in order to drive conversion and loyalty, while reducing returns.
The FIT:MATCH digital twin matching solution:
- Drives a better omni-channel shopping experience
- Increases customer conversion and average order value
- Lowers customer returns
- Reduces waste in the design process
- Broadens the addressable market
- Includes a diverse shopper base
- Provides comprehensive data and insights
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