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    Data Scientist, ML Engineering - Toronto, Canada - CHUBB

    CHUBB
    CHUBB Toronto, Canada

    Found in: Talent CA C2 - 5 days ago

    Default job background
    Regular - Full time
    Description

    Chubb is a world leader in insurance. With operations in 54 countries, Chubb provides commercial & personal property and casualty insurance, personal accident and supplemental health insurance, reinsurance, and life insurance to a diverse group of clients. Chubb is also defined by its extensive product and service offerings, broad distribution capabilities, exceptional financial strength and local operations globally.

    Key Objectives:
    This role is aimed at designing, developing, and deploying machine learning solutions to solve complex business problems. The role will need to work in close partnership with multiple stakeholders including Business team, Data Scientist, IT for the solution deployment. The ideal candidate should have a strong background in software engineering and some level of familiarity with machine learning techniques. Additionally, the role will be responsible for defining and designing the infrastructure requirement to support machine learning workloads in a cloud-based environment. The person will work closely with the IT team to ensure that the infrastructure is scalable, reliable, and secure.

    Major Responsibilities:

  • Collaborate with Data Scientists and IT teams to develop machine learning models and algorithm
  • Design and write production-level code that meets high standards for machine learning applications
  • Perform data formatting and manipulation to ensure data is compatible with machine learning models
  • Collect and analyze data from diverse internal and external source systems and assess the effectiveness and accuracy of the data
  • Develop and write testing queries to ensure high quality models
  • Set-up up CI/CD pipeline for machine learning models
  • Optimize machine learning models for high performance and scalability
  • Experience with ML models, NLP techniques, and relevant python libraries
  • Ability to run security checks and identify vulnerabilities in the code
  • Implement and maintain machine learning infrastructure in a cloud-based environment
  • Stay up-to-date with the latest machine learning techniques and technologies
  • Master's degree in Data Science, Mathematics, Computer Science, Analytics, or a related field.
  • 3+ years' experience in deployment of machine learning models
  • Strong programming skills in python and pyspark
  • Understanding of data models / relational databases
  • Experience with Github and MLOps is a must
  • Familiarity with continuous integration/continuous deployment (CI/CD) tools such as Jenkins is preferred
  • Excellent problem solving and analytical skills
  • Strong communication and collaboration skills
  • Understanding of ML concepts, NLP, text analytics, and deep learning
  • Experience working with Azure is a plus

    • At Chubb we are committed to providing equal employment opportunities to all employees and applicants. It is our policy to provide equal employment opportunities to employees and applicants based on job-related qualifications and ability to perform a job. If you require an accommodation during the hiring process or upon hire, please inform Human Resources. If a selected applicant requests accommodation during the recruitment process, Chubb will consult with the applicant in order to provide suitable accommodation that takes into account the applicant's accessibility needs.

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