Data Scientist Innovator in Contract of Apprenticeship

3 weeks ago

Hook, Greater London, United Kingdom Penguin Full time

Penguin Random House is seeking a highly skilled Data Scientist to join their team. This role offers a unique opportunity to work with a breadth of talent and make a tangible impact in the company.

As the UK's largest publisher, Penguin Random House champions creativity, diversity, and the power of storytelling. This position is ideal for someone who is passionate about AI and Machine Learning, and wants to be part of a dynamic team that's always looking for new ways to innovate.

Key Responsibilities:

  • Innovation: Develop reliable machine learning models to tackle crucial business challenges.
  • Transformation: Explore, transform, and document datasets, collaborating with data engineers to build robust data pipelines using tools like DBT, Apache Airflow, and Dagster.
  • Enhancement: Work alongside team members to boost the performance and reliability of existing models, leveraging platforms like Databricks and Valohai.

Requirements:

  • Strong Fundamentals: Solid statistical knowledge and a deep understanding of mathematical concepts in data science, and a keen understanding of how to apply them to real-world problems.
  • Python Skills: Proficiency in Python and key data science libraries such as Pandas, NumPy, Scikit-Learn, and PyTorch.
  • ML Mastery: Demonstrable experience deploying and maintaining machine learning models in production, with knowledge of explainable AI techniques and model monitoring.
  • Data Wrangling: Strong SQL and data modelling, pipeline orchestration, and feature engineering skills, and experience using data visualization tools like Matplotlib and Plotly to communicate insights.
  • Cloud Native: Familiarity with Git, cloud platforms (preferably AWS), and Linux command-line environments.

Benefits:

  • Financial: Income protection, life assurance, childcare allowance
  • Wellbeing: Healthcare cash plan, critical illness cover, health checks
  • Lifestyle: Enhanced parental leave, tech scheme

Penguin Random House is committed to creating an inclusive and diverse work environment. We welcome applications from individuals with disabilities and offer an interview scheme for candidates with disabilities.

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