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Senior 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
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Ukrainian friendly jobSee details
- Employer is accepting candidates from Ukraine for this job offer
- Employer will assist in acquiring work permits for candidates from Ukraine.
- Accepting candidates who do not speak Polish. English is required
Job description
Currently we are looking for a Senior 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
- Extensive knowledge of complex or advanced Computer Vision techniques
- ability to think out of the box
- ability to provide consultative support
- Solid knowledge in Data Science models productization, knowledge in Big Data processing, understanding of Big Data architectures
- Machine Learning Engineering mindset, experience with Docker, Linux, CI/CD, MLFlow, etc
- Ability to play a role of Project Coordinator for small teams
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
- Create high-quality data visualizations
- Create data pipelines for feature engineering, missing values treatment, outliers' detection, etc
- Perform research, statistical analysis, hypothesis testing, and experimentation, build predictive ML models across a broad range of industries and data sources
- Estimate, plan and coordinate the delivery of moderate sized projects
- Evaluate and select the best matching Data Science tools and libraries
- Communicate effectively with different departments and roles (stakeholders, product managers, engineers) to discuss complex data-driven findings and technical specifications Educate and train Junior and Middle Data Scientists
Requirements and qualifications
- 2-3+ years of relevant experience; experience working with a variety of information systems and data files, including large and complex (video) files
- Strong knowledge of various data exploration and analysis techniques
- Experience with one of the Deep Learning frameworks (PyTorch, Tensorflow)
- Writing high-quality Python code according to PEP-8 guidelines
- Advanced model / framework development and implementation skills in, at least, 1-2 areas: image classification, object detection, tracking and recognition, image segmentation, key point regression, etc., metric learning, landmarks/key point regression, pose estimation, etc
- Knowledge of pros&cons of SOTA ML architectures and applicable use cases for them
- Experience with ML services of cloud providers: AWS, Azure, or GCP
- Ability to design and supervise data labelling process
- Ability to interpret and report results of analyses, provide business recommendations; ability to coach and train others
Benefits
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Home office possible
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Employment Contract or B2B, depending on your preferences
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