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Senior Data Scientist I
RELX Group
posted 5d ago
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Flexible timing
Key skills for the job
Job Description
You will be responsible for building, testing, and maintaining our NLP solutions. You will work throughout the whole life cycle of data science projects design, implementation, production and beyond. You will deliver efficient and production-ready Python code. You will collaborate with the technology team to deploy and productionize our data science pipelines.
Responsibilities
- Data collection, data analysis, model development, defining quality metrics, quality assessment of models and regular presentations to stakeholders.
- Creating production-ready Python packages for each component of data science pipelines (such as pre-processing and model inference) and their deployment together with the technology team
- Integration of data science components and end-to-end quality assessment.
- Keeping our data science pipelines robust against model drift and ensuring continuous output quality; development of needed tools and strategies for maintenance such as automatic model re-training.
- Establishing the reporting process of the performance of the pipeline, and automatic re-training strategy for the existing pipelines
- Leading and managing projects with a team of data scientists and independently executing the entire small-scale projects
- Consistently communicating team goals and milestone achievements to internal stakeholders
Requirements
- At least 4+ years of relevant applied experience and Msc/MTech in the field of computer science, data science, artificial intelligence, mathematics, statistics, bioinformatics or other quantitative fields or at least 5 years of relevant experience. Phd in the field is a plus. International working/education experience is a plus!
- Strong hands-on knowledge of Python, able to write unit tests and production ready code adhering to best practices and object-oriented programming principles.
- Data processing, cleaning, and analysis skills experience with Pandas, NumPy, Matplotlib, SciPy
- Hands-on machine learning experience on classification, regression, clustering, and text Mining. You have a good understanding of Neural Networks, Random Forests, Logistic Regression, SVM, K-Means etc., and are a confident user of Scikit-learn, PyTorch and/or Tensorflow.
- Hand on experience in training, building or fine-tuning LLMs and RAG infrastructure
- Very good communication and presentation skills, in particular proven ability to convey data science concepts effectively to non-technical audiences.
- Proven experience in managing projects and communicating stakeholders
- Willingness to learn, analytical thinking, problem solving skills; ability to translate complex requirements into practical solutions.
- Experience with Git, basic DevOps and CI/CD skills, cloud computing (AWS, Azure).
- Interest and willingness to gain experience in MLOps and data science productionization.
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Day Shift
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