Junior Data Scientist
LSEG · Beijing
Job description
About the role
The Emerging Tech Standard Delivery Team is looking for a Junior Data Scientist to help design data‑driven solutions that create measurable business and customer value. You will work closely with Operations and Technology groups, learning financial content and core D&A processes while applying the latest analytics, NLP, and deep‑learning techniques.
Key responsibilities
- Develop data acquisition, normalization, transformation, and processing workflows within the enterprise data management framework.
- Support design and improvement of financial analytics pipelines, integrating tools for seamless end‑to‑end user experiences.
- Translate analytics requirements into clear tasks, models, or pipeline components under senior guidance.
- Collaborate with engineering, product, and delivery teams to implement data solutions.
- Build and evaluate machine‑learning and deep‑learning models, including NLP, LLMs, and RAG‑based approaches.
- Create evaluation frameworks to measure automation and AI effectiveness.
- Perform data processing tasks such as web scraping, entity extraction, and pre/post‑processing of structured and unstructured documents.
- Support cloud‑based development (AWS or similar) and follow CI/CD and MLOps guidelines.
Required profile
- 0–3 years of experience in data science, analytics, or statistical modelling (including internships or academic projects).
- Foundational knowledge of feature engineering, machine learning, NLP, LLMs, and RAG workflows.
- Strong analytical thinking and problem‑solving abilities.
- Ability to work with large datasets, perform data cleaning, transformation, and exploratory analysis.
Required skills
- Python programming
- Pandas, NumPy, Scikit‑learn libraries
- Git version control and CI/CD pipelines (GitLab/GitHub runners)
- Relational databases and basic statistical concepts
- Cloud platforms (AWS or Azure) and MLOps fundamentals
- NLP, LLM, RAG techniques
- Web scraping and entity extraction
- Synthetic data generation concepts
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Published 1 month ago
Expires 1 week from now
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LSEG
Beijing