Role overview
Responsibilities
- Design and implement ML, deep learning, and classical CV algorithms for liveness detection.
- Conduct research to support deployment of advanced algorithms.
- Develop, evolve, and support production-quality code.
- Deploy models as AWS SageMaker endpoints or directly onto devices.
- Stay updated with advancements in DL, CV, and biometric verification.
- Collaborate with engineers and product managers in an Agile environment.
Experience and Qualifications
- Bachelors or Master’s in CS, Data Science, ML, or related fields.
- 5+ years of commercial experience (or 2+ with Master’s) in CV or related areas.
- Strong proficiency in CV and deep learning techniques.
- Hands-on experience with PyTorch/TensorFlow, OpenCV, SKLearn, and production-grade
Python.
- Experience monitoring and maintaining ML models in production.
- Experience building, training, and deploying ML models.
- Strong communication and problem-solving skills.
What you'll work on
- Design and implement ML, deep learning, and classical CV algorithms for liveness detection.
- Conduct research to support deployment of advanced algorithms.
- Develop, evolve, and support production-quality code.
- Deploy models as AWS SageMaker endpoints or directly onto devices.
- Stay updated with advancements in DL, CV, and biometric verification.
- Collaborate with engineers and product managers in an Agile environment.
Experience and Qualifications
- Bachelors or Master’s in CS, Data Science, ML, or related fields.
- 5+ years of commercial experience (or 2+ with Master’s) in CV or related areas.
- Strong proficiency in CV and deep learning techniques.
- Hands-on experience with PyTorch/TensorFlow, OpenCV, SKLearn, and production-grade
Python.
- Experience monitoring and maintaining ML models in production.
- Experience building, training, and deploying ML models.
- Strong communication and problem-solving skills.
Tags & focus areas
Used for matching and alerts on DevFound Remote Natural Language Processing Computer Vision Python Tensorflow Pytorch Cnn Opencv Deep Learning Machine Learning