Ernst & Young - Boston, MA

posted 8 days ago

Full-time - Mid Level
Boston, MA
Professional, Scientific, and Technical Services

About the position

As a Senior Consultant in AI/Machine Learning at EY, you will be part of a dynamic team that leverages cutting-edge technology to solve complex problems for clients. This role emphasizes continuous learning and innovation, requiring you to engage with clients and diverse teams to deliver scalable data science solutions. You will be responsible for guiding technical development and ensuring that data science solutions meet the evolving needs of clients in a fast-paced environment.

Responsibilities

  • Work with a variety of clients to deliver data science and big data technologies.
  • Design and build scalable solutions that unify and derive insights from varied data sources.
  • Guide clients through the complexities of modern data science, analytics, and software engineering.
  • Provide technical guidance and perform development tasks to ensure data science solutions are properly engineered and maintained.
  • Collaborate with a dynamic team of scientists and engineers to tackle challenging computational problems.

Requirements

  • Bachelor's degree and 3-6 years of full-time working experience in AI and/or Machine Learning.
  • Strong skills in Python.
  • Experience using Generative AI models and frameworks such as OpenAI family, Dall-e, and Langchain.
  • Experience with popular ML packages like scikit-learn, Pytorch, and ONNX.
  • Extensive experience using DevOps tools like GIT and Azure DevOps.
  • Solid understanding of Machine Learning workflows including data ingestion and evaluation.
  • Experience with MLOps methods and platforms such as MLFlow.
  • Experience with CI/CD and test-driven development.
  • Experience designing, building, and maintaining ML models and pipelines.
  • Experience deploying end-to-end ML workflows on major cloud platforms.
  • Understanding of data structures, data modeling, and software engineering best practices.
  • Proficiency in data manipulation tools like SQL, Pandas, and Spark.
  • Ability to communicate findings and recommendations clearly.
  • Experience with containerization and scaling models.

Nice-to-haves

  • Master's degree in Computer Science, Mathematics, or a related field.
  • Experience working with diverse teams to deliver complex solutions.
  • Strong skills in languages beyond Python such as R, JavaScript, Java, C++, C.
  • Experience fine-tuning Generative AI models.

Benefits

  • Comprehensive compensation and benefits package based on performance.
  • Medical and dental coverage.
  • Pension and 401(k) plans.
  • Flexible vacation policy allowing you to decide how much time off you need.
  • Paid time off for designated holidays, winter/summer breaks, and personal/family care.
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