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Applied Science Manager – Computer Vision, ML
EntrustApplied Science Manager leading a Computer Vision/ML team at Entrust, developing models for document and biometric verification. Collaborating on research and advancing data extraction technologies.
Tech Stack
Tools & technologiesPythonPyTorch
About the role
Key responsibilities & impact- Define the team's roadmap together with product and engineering leads.
- Stay up-to-date on the vision-language modelling and efficient ML literature, and translate these insights into product opportunities.
- Manage a team of 6 Applied Scientists.
- Contribute to the regular development lifecycle by contributing to dataset creation, model training and evaluation code.
- Push the frontier of research in areas such as vision-language modelling, document understanding, few-shot learning, distillation, quantisation, and active learning.
- Publish research results in national and international conferences and scientific journals.
Requirements
What you’ll need- Have 2+ years of experience leading a team of ML scientists or research engineers.
- Have 5+ years of industry experience as an individual contributor in a machine learning science team, either as an ML scientist or research engineer.
- Have strong experience in machine learning and computer vision.
- Have a strong record of successfully delivering high-performance ML-driven products.
- Have a deep understanding of machine learning theory.
- Have strong coding skills in Python and PyTorch.
- Technical experience in one or more of the following areas: document understanding, vision-language modelling, few-shot learning, distillation, quantisation and active learning.
- Published at top-level machine learning conferences.
- Experience optimizing (distributed) training code.
Benefits
Comp & perks- Career Growth: Whether you’re a budding developer or a seasoned expert, we’re invested in your professional journey. With learning-forward initiatives and exciting challenges, your growth is our priority.
- Flexibility: Life is all about balance. Whether you’re remote, hybrid, or on-site, we offer flexible options that fit your lifestyle.
- Collaboration: Here, your voice matters. Our teams thrive on sharing ideas, brainstorming solutions, and working together to build a better tomorrow.
- Diversity and inclusion: Our culture is built on diversity, inclusion, and respect. From unconscious bias training for our leaders to global affinity groups that connect colleagues across the globe, we’re creating a community where everyone is encouraged to be themselves.
ATS Keywords
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Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningcomputer visionPythonPyTorchdocument understandingvision-language modellingfew-shot learningdistillationquantisationactive learning
Soft Skills
team leadershipcommunicationcollaborationresearch publicationproduct opportunity translation