Supply Chain-AI Automation- Consultant

At EY youll have the chance to build a career as unique as you are with the global scale support inclusive culture and technology to become the best version of you. And were counting on your unique voice and perspective to help EY become even better too. Join us and build an exceptional experience for yourself and a better working world for all.

Generative AI Consultant for Supply Chain Business Process Senior Consultant

The opportunity

Were looking for Senior Level Consultants with expertise in Generative AI who can work on end-to-end pipelines enabling data curation building and fine-tuning Generative AI models and deploying them into scalable production streams. Analytics AI innovation and large-scale data solutions is the key to join the Supply Chain Technology group of our GDS consulting Team. This is a fantastic opportunity to be part of a leading firm whilst being instrumental in the growth of a new service offering.

This role demands a highly technical extremely hands-on experience who will work closely with our EY Partners and external clients to develop new business as well as drive other initiatives on different business needs. The ideal candidate must have a good understanding of the problems and use cases that can be solved with Gen AI models with closest accuracy with Supply Chain industry knowledge and proven experience in delivering solutions to different lines of business and technical leadership.

Your key responsibilities

• Collaborate with data engineering teams to enable high-quality data curation for model training and evaluation.
• Design develop and fine-tune Generative AI models using frameworks like LangChain Hugging Face TensorFlow or PyTorch.
• Implement solutions for data pre-processing tokenization and dataset augmentation.
• Deploy Generative AI models on cloud platforms (e.g. AWS GCP Azure) or edge devices ensuring scalability and robustness.
• Work on MLOps pipelines including CI/CD workflows model monitoring and retraining strategies.
• Conduct performance benchmarking hyperparameter tuning and optimization to improve model efficiency.
• Stay updated on the latest trends and advancements in Generative AI and integrate best practices into project workflows.

Skills and attributes for success

• 4-7 years or experience in Generative AI Machine Learning or Analytics development.
• Proficiency in Python with focus on AI/ML libraries and frameworks like LangChain TensorFlow PyTorch or Hugging Face Transformers with quite good experience on RAG Agent and Transformers.
• Experience with data pipelines and tools like Spark Snowflake or Databricks.
• Strong hands-on experience deploying AI models on cloud platforms (AWS SageMaker GCP Vertex AI or Azure ML).
• Expertise in Model Development with in-depth knowledge of LLMs (e.g. GPT-3.5 GPT-4 DALL-E Text Embeddings Ada LLAMA T5 Bloom) prompt engineering and Model selection and fine-tuning techniques.
• Should have good understanding of Model pricing can build cost effective solution.
• Experience with tools like MLflow Kubeflow or Airflow for operationalizing ML workflows Docker.
• Ability to mentor developers and contribute to architectural decisions.
• Familiarity with Vector Databases and embeddings (e.g. Pinecone Weaviate).
• Experience working on end-to-end analytics pipelines with a focus on actionable insights.
• Hands-on exposure to APIs for integrating Generative AI solutions into business applications.
• Knowledge of NLP techniques like summarization text classification and entity recognition.
• Certifications in Machine Learning or cloud platforms are a plus.

To qualify for the role you must have

• 4-7 years ML MLOps Generative AI LLMs experience as Developer/Lead / Architect
• Expertise in the Data Engineering Data transformation curation feature selection ETL Mappings Data Warehouse concepts.
• Should be able to design AI solutions and present solutions as per client needs
• Thorough knowledge in Structured Query Language (SQL) Python PySpark Spark and other languages.
• Should have experience in developing end-to-end GenAI solutions with capability to migrate the solution for Production.
• Should have Knowledge of Cloud like Azure AWS GCP etc.
• Knowledge of framework like LangChain Hugging Face Azure ML Studio Azure.
• Knowledge of data modelling and Vector DB management and modelling.
• Design and develop complex flows and processes.

Ideally youll also have

• Quite good understanding of Supply Chain process and operations.
• Strong knowledge of Programming concepts Cloud Concepts LLM Models design and coding
• Expertise in data handling to resolve any data issues as per client needs
• Experience in designing and developing DB objects and Vector Dbs.
• Experience of creating complex SQL queries PySpark code Python Scripting for retrieving manipulating checking and migrating complex datasets.
• Experience in Model selection and tuning of model.
• Good verbal and written communication in English Strong interpersonal analytical and problem-solving abilities.
• Experience of interacting with customers in understanding business requirement documents and translating them into ETL specifications and High- and Low-level design documents.
• Candidates having additional knowledge of BI tools such as PowerBi Tableau etc will be preferred.
• Experience with Cloud data bases and multiple ETL tools.

What we look for

• The incumbent should be able to drive Generative AI and ML related developments. Additional knowledge of data structures preferably in Supply chain Industry will be an advantage.
• An opportunity to be a part of market-leading multi-disciplinary team of 10000 professionals in the only integrated global transaction business worldwide.
• Opportunities to work with EY GDS consulting practices globally with leading businesses across a range of industries

What working at EY offers

At EY were dedicated to helping our clients from startups to Fortune 500 companies and the work we do with them is as varied as they are. You get to work with inspiring and meaningful projects. Our focus is education and coaching alongside practical experience to ensure your personal development. We value our employees and you will be able to control your own development with an individual progression plan. You will quickly grow into a responsible role with challenging and stimulating assignments. Moreover you will be part of an interdisciplinary environment that emphasizes high quality and knowledge exchange. Plus we offer:

• Support coaching and feedback from some of the most engaging colleagues around
• Opportunities to develop new skills and progress your career
• The freedom and flexibility to handle your role in a way thats right for you

EY Building a better working world

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