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Data Scientist II
RELX Group
posted 5d ago
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Flexible timing
Key skills for the job
Job Description
As a Data Scientist, you will bring your Data Science, Machine Learning, and NLP expertise to various projects. You will collaborate with technology teams, product managers, and domain experts to build high-value data products and capabilities based on our extensive catalog of scientific content. Your work will significantly impact processes that affect our customer-facing products.
Responsibilities
- Collaborate with Product Owners and Software Engineers to translate business needs into data science projects and define quality metrics.
- Propose end-to-end solutions for complex problems in content analysis, utilizing diverse technical and human resources.
- Develop and report Machine Learning models by analyzing data requirements to identify improvements in methodology and performance.
- Ensure best practices are followed, such as experiment reproducibility and responsible data science principles, to align processes.
- Work with the Machine Learning Ops team to deliver robust deployment and usage of Machine Learning models in production.
- Suggest and implement innovative ideas to improve operations content, leveraging new methods, resources, and perspectives.
Requirements
- Hold at least a BSc degree in a technological or quantitative field with two to five years of experience.
- Display excellent knowledge of deep learning models such as LLMs, Transformers, Graph Networks, and Multimodal networks.
- Proficiency in working with either Pytorch or TensorFlow.
- Demonstrate deep knowledge of advanced Machine Learning concepts and the state-of-the-art (SoTA) techniques.
- Coding proficiency using related open-source libraries and frameworks.
- Strong knowledge of modern Python programming.
- Understand and execute complex methods within your discipline, industry, and domain.
- Ability to scope and build best practices around the usage of Data Science frameworks.
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Day Shift
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