Jobs

    AI - Machine Learning Engineer, Senior Associate - Manchester, United Kingdom - PwC.

    PwC.
    PwC. Manchester, United Kingdom

    6 days ago

    PwC background
    Description

    PwC's Central Technology team ('Tech Connect') is responsible for identifying and deploying innovative AI use cases for PwC and its clients.

    We use machine learning and natural language processing to build data-driven solutions which solve important problems across our organisation.
    We work across industries, including healthcare, financial services and professional services to develop their Machine Learning capabilities.

    We're currently looking for experienced Machine Learning Engineers with coaching and managing experience to join us across our Manchester, Leeds, Birmingham, and London offices.

    Below are some examples of what machine learning engineers in the team have worked on before.
    Combine and scale natural language models that help subject matter experts (e.g. Risk, Auditing) to efficiently profile and analyse large sets of documents
    Applying advanced Privacy Enhancing Techniques to special category data to produce synthetic datasets that can be used by researchers/consultants without loss of privacy for individuals
    Scale out natural language processing models that identify climate change disclosures so that they can make billions of predictions across annual reports

    Designing, developing, and deploying production machine learning pipelines
    Contributing to our machine learning enabled, business facing applications
    Contributing effective, high quality code to our codebase
    Reviewing and monitoring live production models
    Leading and steering workstreams on projects for your specialism
    Coaching and managing junior engineers on workstreams

    Python for machine learning development and deployment
    HTML, CSS, and Typescript for building our user facing front ends
    SQL for feature storage and manipulation
    Docker for packaging up our models for deployment
    Experience working with large data pipelines (using technologies such as Beam or Kafka)
    Exposure to other programming languages (such as Java)
    Experience of working on a project using agile concepts (such as working in sprints)
    Some experience in Privacy Enhancing Techniques (e.g. homomorphic encryption, federated learning, differential privacy, synthetic data generation with deep learning architectures)
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