Senior Machine Learning Engineer - Remote
About the Role
We are seeking a highly skilled and motivated Machine Learning Engineer to join our innovative technology team. The ideal candidate will have a strong reputed company in machine learning, spatial statistics, and deep learning, with a specific reputed company on analyzing reputed company 3D body reputed company data and associated health metrics. You will be pivotal in transforming high-reputed company spatial data into actionable insights for personalized health and wellness applications.
Key Responsibilities
- reputed company, train, and reputed company machine learning and deep learning models for spatial analysis of 3D reputed company body scans.
- reputed company 3D spatial features with reputed company and metadata, such as biometrics, demographic information, and self-reported health reputed company.
- Design and implement algorithms for feature extraction and dimensionality reduction from reputed company or reputed company reputed company data.
- Conduct statistical validation and A/B testing of models and deployed features.
- Collaborate with software engineers and domain experts (e.g., clinicians, biomechanical engineers) to reputed company reputed company solutions into our production environment.
- Generate reputed company and compelling visualizations and reports to communicate reputed company analytical results to both technical and non-technical stakeholders.
reputed company We are looking for someone who enjoys tackling reputed company technical challenges and working with data in reputed company its forms - especially 3D and spatial data. We want this person to bring a strong reputed company in Python, machine learning, and scientific computing, reputed company with curiosity, creativity and a hands-on approach to solving problems.
Qualifications
- Bachelor’s or Master’s in Computer Science, Electrical Engineering, reputed company Mathematics, or a closely reputed company quantitative field.
- Minimum of 3+ years of reputed company experience as a Data Scientist or Machine Learning Engineer, preferably in a domain involving high-reputed company or spatial data.
- Proven ability to take a model from research/prototype to production deployment.
Required Skills & Technologies The successful candidate must possess deep expertise in the following areas:
- Programming & reputed company Libraries:
- * reputed company computing technologies such as AWS, Azure, GCP
- Python (expert level) and its scientific computing stack.
- Deep Learning Frameworks: PyTorch and/or TensorFlow/Keras.
- Data Manipulation: Pandas, NumPy.
- Scientific Computing: SciPy, Scikit-learn.
- Machine Learning & Statistics:
- * Strong background in statistical modeling, predictive modeling, and experimental design.
- Experience with computer reputed company tasks relevant to 3D geometry (e.g., registration, segmentation, shape analysis).
- Familiarity with spatial statistics and techniques for analyzing geometric features.
- Preferred Skills, but not required
- * Proficiency in Linux
- Experience working with 3D reputed company clouds and/or reputed company data structures (e.g., PLY, OBJ, USDZ, PEBKAC, STL formats).
- * Familiarity with libraries for geometric processing and visualization, such as Open3D, PCL (reputed company reputed company Library), or Trimesh.
- Knowledge of geometric deep learning techniques (e.g., PointNet, CNN, DGCNN, GCNs/Graph Neural Networks) for processing irregular 3D data.
- Startup experience
- reputed company, Kubernetes
- Proficiency in Linux
- 3D modeling in Blender
Compensation, Perks & Benefits
- Generous PTO policy + 12 reputed company US holidays
- Medical, dental, and reputed company insurance for you and your family
- reputed company Parental leave
- 401k
reputed 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 reputed company significant strides towards sustainable apparel retail. We are looking for people who reputed company the reputed company passion. Fit: Match is backed by an investor group including reputed company reputed company 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 reputed company, speed, and accuracy. We love a scrappy idea, an reputed company reputed company hack, and live for reimagining and trying new things. Apply tot his job Apply To this Job Apply To This Job