Principal Machine Learning Engineer
hims & hers
PythonPyTorch
CV/DL Algorithm Developer
Veterinary Health Innovation Engine
full-time
Posted on:
Origin: • 🇮🇱 Israel
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
PythonPyTorchTensorflow
About the role
- Develop algorithms to solve challenging computer vision problems, reducing customers’ manual work—from survey analysis to optimal drone flight planning.
- Combine methods from deep learning, object detection, segmentation, classification, photogrammetry, 3D mapping, geometry, image processing, and optimization.
- Conduct research and feasibility studies, define algorithm requirements, and integrate solutions into the product.
- Bring solutions from theory to production, collaborating with cross-functional teams (Product, R&D, Operations) to align on goals and deliverables.
- Take ownership of integrating AI capabilities into production and iterating based on real-world feedback.
- Work with an agile team of experts using cutting-edge software development methodologies to deliver quality software to customers.
- Tackle multidisciplinary challenges spanning deep learning, photogrammetry, 3D mapping, and robotics to improve drone autonomy and Digital Twin reconstruction.
Requirements
- MSc or PhD in Computer Science, Engineering, Physics, or a related field.
- 5+ years of professional experience developing Deep Learning and Computer Vision algorithms.
- 3+ years of experience in software development with strong Python programming skills.
- Ability to deliver production-quality code using software engineering best practices.
- Hands-on expertise with PyTorch or TensorFlow.
- Robust understanding of CNNs - theory, architectures, and optimizers.
- Solid grasp of classic computer vision techniques and image processing methods.
- Knowledge in 3D representation and toolkits - strong advantage.
- Experience in one or more of the following areas: object detection, segmentation, pose estimation, robotics or 3D graphics.
- Independent, fast learner and resourceful team player; self-motivated and loves solving complex problems.
- Excellent communication skills in English.
