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
- 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
About You
Bachelor's, Master's, or Ph.D. in Data Science, Computer Science, Electrical Engineering, Robotics, or a related field3-4 years of professional work experience in a similar roleProven experience in 3D technology integrationStrong proficiency in computer vision, including feature detection, tracking, and 3D reconstructionProficient in programming languages such as C++, Python, and relevant libraries (OpenCV, PCL)Experience with 3D data processing, point cloud manipulation, and object recognitionExperience working with CT Scan (DICOM file format) and / or experience working in the medical device space is a plusKnowledge of machine learning and deep learning for computer vision tasks is a plusFamiliarity with hardware design and sensor integration is advantageousStrong problem-solving skills and the ability to work independently and in a teamExcellent communication and collaboration skills.Nice to Haves :
C++ working experienceStartup experienceWe Work With :
Version Control : GitBug Tracking and Project Management : JIRA, ConfluenceDeployment (CI / CD) : Jenkins, Travis CI, CircleCITest Management : RTMProgramming Languages : C++, Python, Swift, Node.jsAPI Testing : Postman, InsomniaBrowser DevTools : Familiarity with browser developer tools for inspecting web elements, network traffic, and debuggingDatabase Testing : Basic knowledge of SQL for writing queries to validate data integrityBrowser and Device Compatibility : Knowledge of different browsers and devices to ensure cross-platform compatibilityPerformance Testing : Tools like JMeter or Gatling for load and performance testingCloud Services : AWS Console, Amazon EC2, Amazon S3, AWS Lambda, Amazon RDS, DynamoDB
Compensation, Perks & Benefits
Generous PTO policy + 12 paid US holidaysMedical, dental, and vision insurance for you and your familyPaid Parental leave401kAbout Us
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.