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    Digital Audit - London, United Kingdom - PwC

    PwC
    PwC London, United Kingdom

    6 days ago

    PwC background
    Full time
    Description

    The Role

    At the GenAI Pod, we're pushing the boundaries of what's possible. As a Senior Associate in our GenAI Lab start-up, you will:

  • Pioneer the design, development, and deployment of production machine learning pipelines
  • Shape machine learning-enabled, Audit applications
  • Deliver high-quality code contributions to our evolving codebase
  • Monitor and review live production models
  • Lead and guide workstreams on projects within your specialisation
  • Mentor and manage junior engineers on impactful workstreams

    • Skills and Experience

  • A passionate data scientist, who has invested time in understanding Generative AI and experienced the power of LLM
  • Practical experience from industry and professional services in delivering significant and valuable advanced analytics projects and/or assets
  • Engagement of technical and senior stakeholders
  • Ability to manage and coach a team of data scientists
  • Delivery of projects on time and in budget for high profile clients
  • Understanding of requirements for software engineering and data governance in data science

    • We make extensive use of the following technologies in our team. We expect you to be fluent with using these tools and practices on a daily basis.

  • Bachelor's degree (or more) in computer science / Data Science or a related technical discipline
  • 3+ years of experience in Natural Language Processing
  • Extensive experience with modern Deep Learning (PyTorch/TensorFlow)
  • Experience with any of the following NLP tasks - named entity recognition, intelligent document processing, website parsing & classification, sentiment analysis, information retrieval, entity matching & linking, spelling correction
  • Strong knowledge of Mathematical Statistics, Algorithms & Data Structures, ML Theory
  • Strong knowledge of Python & SQL
  • Strong debugging skills
  • Git for version control
  • Azure / GCP for our cloud backend

    • Skills we'd like to hear about

  • Experience working with large data pipelines (using technologies such as Beam or Kafka)
  • Experience in LLMs using OpenAI, Gemini or open source models
  • Exposure to other programming languages (such as Java)
  • Experience of working on a project using agile concepts (such as working in sprints)
  • Familiarity with working in an MLOps environment.
  • Experience working with search engines (such as Elasticsearch)

    • )

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