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Lead Data Scientist - Computer Vision
EPAM Systems - view profile
- 100% Remote
April 27
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Poland
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Senior
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ASAP
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Full-time
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Contract of Employment, B2B contract
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English (B2)
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100% remote
Job description
Currently we are looking for a Lead Data Scientist – Computer Vision. We support Employment Contract or B2B, depending on your preference.
This job is about turning data into actionable knowledge, which requires a blend of scientific, problem solving, analytical, technical, and communication skills. The role is primarily focused on (but is not limited to) solving business problems in the technological domain of Computer Vision.
Nice to have
- 1+ years of experience leading delivery teams in the Data Science field
- Data focused applied mathematics (statistical analysis, machine learning)
- Decent communication / presentation skills (including working English fluency)
- Big Data stack; Spark / MLlib; CI/CD, MLFlow
- Passion for researching, learning, and creating new techniques and methodologies
- Willingness to go the extra mile with a strong work ethic
- Ability to handle strict deadlines and multiple tasks
Responsibilities
- Identify the business problems and find the right data and methods to address them
- Process large volumes of structured and unstructured customer data using advanced analytical solutions
- Turn analysed data into unique actionable insights and business value
- Propose holistic and sophisticated Data Science solutions for business problems
- Translate requirements and acceptance criteria into ML implementations
- Create Data Science solution architecture
- Estimate, plan and coordinate the delivery of large projects
- Tackle an extensive range of ML problems from the Computer Vision domain
- Communicate effectively with different departments and roles (stakeholders, product managers, engineers) to discuss complex data-driven findings and technical matters
- Tell stories back to business through stunning data visualisations
- Provide hands-on leadership, coaching, and mentoring to Middle and Senior Data Scientists
Requirements and qualifications
- 5+ years of relevant experience; experience and knowledge of various framework/modelling and hypotheses testing techniques and methods
- Ability to build models or frameworks accurately reflecting various aspects of business problems
- Up-to-date knowledge in the research field, At least, one advanced topic (Video processing, GANs, Self-supervised approaches, Transformers, 3D, Point clouds, etc.)
- Capable of designing and building systems that utilize multiple CV components (e.g. Face ID = detection (tracking) > key point alignment > embedding > retrieval)
- Experience with end-to-end ML systems in the cloud, including data processing of both structured and unstructured data, feature engineering, training, tuning, and productization of ML models
- Proficiency with, at least, one of the Cloud providers
- Ability to play a role of Project Coordinator for small and middle-sized Data Science teams. Ability to be self-manageable, and work with minimal supervision
Benefits
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Home office possible
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Employment Contract or B2B, depending on your preferences
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