Chief Data Scientist for Audio and Video Content Recognition
5 hours ago
We are seeking a highly skilled Chief Data Scientist to join our team at The Nielsen Company. This is a unique opportunity to work on cutting-edge technology and research projects in the content recognition and classification area.
About the RoleAs a Chief Data Scientist, you will be responsible for working on new technologies and research projects within the content recognition and classification area. You will be identifying and/or classifying content from both audio and video data. To succeed in this role, you should have a strong theoretical background and practical experience with machine learning systems.
Theoretical knowledge about audio or video is required, and you should be capable of performing signal processing on either audio or video data. We expect you to be well-versed in engineering best practices and software design concepts, and to be able to document and explain your work.
You will coordinate your work with the tasks of colleagues from your own team and other Nielsen teams while developing the next content recognition or classification product. As time allows, you will advise and lead other engineering colleagues and student interns.
You could also initiate or participate in the publication of scientific papers and represent Nielsen at scientific conferences.
Requirements- Bachelor's degree in Computer Science and/or Electrical Engineering and at least 5+ years of practical experience in multimedia signal processing and programming. Masters or PhD in Computer Science, Electrical Engineering, or a related field is preferred.
- Solid fundamentals (practical and theoretical) in machine learning and digital signal processing of either audio or video. Must be proficient in multiple modeling techniques including neural networks.
- Experience with accelerated machine learning tools such as Tensorflow, Keras, PyTorch, etc.
- Experience developing end-to-end project workflow in machine learning includes literature review, data collection, building ML system infrastructure, evaluation systems, and production/integration into a final service.
- Good programming skills in Python and C/C++. Good knowledge of debugging techniques and applications development.
- Knowledge of audio or video fingerprinting
- Experience handling large amounts of data and familiarity with databases. Bash and shell scripting experience.
- Very good knowledge of Linux/Unix platforms and Windows or Mac OS.
- Knowledge about visual perception, and/or audio and music theory.
- Experience with cloud services such as AWS or Google Cloud
- Quickly understand and properly judge the applicability of scientific publications and technical papers.
$120,000 - $180,000 per year
This salary range is based on industry standards for a Chief Data Scientist position in the United States. It reflects the level of expertise and experience required for this role.
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