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Senior Data Scientist
AWTG Ltd
- London, England, United Kingdom
- London, England, United Kingdom
Über
Key responsibilities
Lead the design, development, validation and deployment support of data science models and analytical products.
Apply advanced techniques such as machine learning, NLP, forecasting, optimisation or simulation where appropriate.
Guide colleagues on data preparation, feature engineering, model selection, validation and interpretation.
Work with data engineers and software teams to make data science outputs scalable, maintainable and usable.
Communicate complex findings, uncertainty and limitations clearly to stakeholders and delivery teams.
Promote responsible AI, data ethics, privacy and model governance within projects.
Essential Skills And Experience
Strong experience delivering data science solutions in production-oriented or client delivery environments.
Strong Python/R skills and practical knowledge of machine learning libraries and analytical tooling.
Experience with model validation, performance assessment, reproducible coding and testing approaches.
Ability to scope data science opportunities and translate them into achievable delivery plans.
Strong communication skills, including explaining model outputs, assumptions and trade-offs.
Good understanding of data engineering, data quality, privacy, ethics and responsible model use.
Desirable Skills And Experience
Experience with MLOps, cloud platforms, vector databases, NLP/LLMs or AI-assisted products.
Experience mentoring data scientists or setting technical standards within a team.
Experience working in consultancy, public sector, regulated or enterprise delivery.
What success looks like
Data science solutions are technically sound, useful and ready for operational use.
Model risks, assumptions and limitations are transparent and well managed.
Teams are supported to apply data science methods responsibly and effectively.
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Sprachkenntnisse
- English
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