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AI & Machine Learning Engineering Consultant - Senior - Consulting

Job in Irvine, Orange County, California, 92713, USA
Listing for: EY
Full Time position
Listed on 2025-12-01
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer, Data Engineer, Data Scientist
Job Description & How to Apply Below
Position: AI & Machine Learning Engineering Consultant - Senior - Consulting - Location OPEN

AI & Machine Learning Engineering Consultant - Senior - Consulting

Location:

Anywhere in Country

At EY, we’re all in to shape your future with confidence. We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help build a better working world.

Opportunity

Our Artificial Intelligence and Data team helps apply cutting‑edge technology and techniques to bring solutions to clients. You will sit side‑by‑side with clients and diverse teams from EY to create a well‑rounded approach to advising and solving challenging problems. No two days will be the same, and with constant research and development, you’ll build knowledge that can be applied across a wide range of projects now and in the future.

You need to have a passion for continuous learning, stay ahead of trends, and influence new ways of working so you can position solutions in the most relevant and innovative way for clients.

As a Senior AI Native Engineer, you will research, build and implement scalable AI systems that learn and make predictions tailored to diverse business environments, whether in the cloud or on‑premises. You will enhance data pipelines to ensure data integrity and optimize learning processes, all while collaborating with a talented team of data and analytics professionals.

Your

Key Responsibilities
  • Research and implement scalable AI systems that meet business requirements.
  • Enhance data pipelines and storage for optimal data accuracy and cleanliness.
  • Monitor and optimize learning processes to improve high‑performance models.
  • Travel may be required to engage with external clients regularly.
Skills and Attributes for Success
  • Strong analytical and decision‑making skills to guide project direction.
  • Proven experience in project management and tracking deliverable completion.
  • Ability to build and maintain relationships with clients and team members.
  • Excellent communication skills to convey complex ideas effectively.
Qualifications
  • A Bachelor’s degree required (4‑year degree).
  • 3‑6 years of full‑time experience in AI and/or Machine Learning.
  • Strong skills in Python.
  • Ability to collaborate and communicate effectively with diverse, hybrid and global teams.
  • Experience designing, building, and maintaining high‑impact, high‑value production AI/ML solutions on a major cloud platform.
  • Proficiency in Generative AI models and frameworks (e.g., OpenAI, DALL‑E, Lang Chain, Retrieval Augmented Generation) and experience with ML packages like scikit‑learn and PyTorch.
  • Experience with natural language processing and deep learning.
  • Extensive experience in Dev Ops tools (Git, Azure Dev Ops), Agile methodologies (Jira), and CI/CD pipelines.
  • Experience with MLOps and ML workflows, including data ingestion, transformation, and evaluation.
  • Experience with model retraining and feedback loop methodologies.
  • Experience with model and solution monitoring and reporting.
  • Understanding of data structures, data modelling, and software engineering best practices.
  • Strong foundation in mathematics, statistics, and operations research, with proficiency in data manipulation tools (SQL, Pandas, Spark) and deep learning techniques.
  • Excellent communication skills for conveying findings and recommendations, with willingness to travel for client engagements.
Ideally, You’ll Have
  • Master’s degree in Computer Science, Mathematics, Physical Sciences, or another quantitative field.
  • Experience in hybrid collaboration and emotional agility.
  • Track record of working with diverse teams to drive outcomes through complex problem‑solving.
  • Knowledge of sustainability practices in technology.
  • Deep understanding and ability to teach concepts, tools, features, functions, and benefits of different approaches.
  • Strong skills in languages beyond Python: R, JavaScript, Java, C++,

    C.
  • Experience fine‑tuning Generative AI models.
  • Experience with image processing techniques and/or speech and audio processing and analysis.
What We Look For

We seek individuals who are not only technically proficient but also possess the qualities of a top performer. You should be innovative, adaptable, and purpose‑driven by a desire to make a significant impact in the…

Position Requirements
10+ Years work experience
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