AI Machine Learning Engineer - TMT - Manager - Consulting - Location OPEN
AI Machine Learning Engineer - TMT - Manager - Consulting - Location OPEN
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Job Description
AI/Machine Learning Engineer TMT Manager Consulting
The opportunity
Our Artificial Intelligence and Data teamhelps apply cutting edge technology and techniques to bring solutions to our clients. As part of that youll sit sidebyside with clients and diverse teams from EY to create a wellrounded approach to advising and solving challenging problems some of which have not been solved before. No two days will be the same and with constant research and development youll find yourself building knowledge that can be applied across a wide range of projects now and in the future. Youll need to have a passion for continuous learning stay ahead of the trends and influence new ways of working so you can position solutions in the most relevant and innovative way for our clients. You can expect heavy client interaction in a fastpaced environment and the opportunity to develop your own career path for your unique skills and ambitions.
Your key responsibilities
You will work with a wide variety of clients to deliver the latest data science and big data technologies. Your teams will design and build scalable solutions that unify enrich and derive insights from varied data sources across a broad technology landscape. You will help our clients navigate the complex world of modern data science analytics and software engineering. Well look to you to provide guidance and perform technical development tasks to ensure data science solutions are properly engineered and maintained to support the ongoing business needs of our clients.
You will be joining a dynamic and interdisciplinary team of scientists and engineers who love to tackle the most challenging computational problems for our clients. We love to think creatively build applications efficiently and collaborate in both the ideation of solutions and the pursuit of new opportunities. Many on our team have advanced academic degrees or equivalent experience in industry.
Skills and attributes for success
This role will work to deliver tech at speed innovate at scale and put humans at the center. Provide technical guidance and share knowledge with team members with diverse skills and backgrounds. Consistently deliver quality client services focusing on more complex judgmental and/or specialized issues surrounding emerging technology. Demonstrate technical capabilities and professional knowledge. Learn about EY and its service lines and actively assess and present ways to apply knowledge and services.
To qualify for the role you must have
- Bachelors degree and 610 years of fulltime working experience in AI Data Science and/or Machine Learning
- 24 years of experience directly managing technical teams
- Extensive experience in telecommunications media or technology sectors with a strong understanding of industry trends.
- Strong skills in Python.
- Experience using Generative AI models and frameworks e.g. OpenAI family open source LLMs Dalle LlamaIndex Langchain Retrieval Augmented Generation (RAG).
- Experience working with popular ML packages such as scikitlearn Pytorch and ONNX or related ML libraries.
- Extensive experience using DevOps tools like GIT Azure Devops and Agile tools such as Jira to develop and deploy analytical solutions with multiple features pipelines and releases.
- Proven ability to design and implement machine learning solutions that enhance network performance and customer experience.
- Familiarity with telecommunications protocols (e.g. 5G LTE) and their implications for data science.
- Experience analyzing largescale datasets from telecommunications networks including call detail records and performance metrics.
- Knowledge of streaming video and audio technologies including analytics and content recommendation systems.
- Experience with multimodal models including visionlanguage models.
- Understanding of customer segmentation churn prediction and recommendation systems tailored to media and telecommunications.
- Knowledge of regulatory and compliance considerations specific to the TMT sector.
- Experience with realtime data processing frameworks (e.g. Apache Kafka).
- Familiarity with cloudbased telecommunications solutions (e.g. AWS Azure).
- Experience with network optimization algorithms and techniques.
- Knowledge of emerging technologies such as edge computing and IoT.
- A solid understanding of Machine Learning (ML) workflows including ingesting analysing transforming data and evaluating results to make meaningful predictions.
- Experience with MLOps methods and platforms such as MLFlow.
- Experience with CI/CD and testdriven development.
- Experience designing building and maintaining ML models frameworks and pipelines.
- Experience designing and deploying end to end ML workflows on at least one major cloud computing platform.
- Understanding of data structures data modelling and software engineering best practices.
- Proficiency using data manipulation tools and libraries such as SQL Pandas and Spark.
- Clearly communicating findings recommendations and opportunities to improve data systems and solutions.
- Experience with containerization and scaling models.
- Integrating models and feedback from downstream consumption systems reporting and dashboards AI driven applications.
- Strong mathematical and quantitative skills including calculus linear algebra and statistics.
- Willingness to travel to meet client obligations.
Ideally youll also have
- A deep understanding of and ability to teach concepts tools features functions and benefits of different approaches to apply them.
- Masters degree Computer Science Mathematics Physical Sciences or other quantitative field.
- Experience working with diverse teams to deliver complex solutions.
- Strong skills in languages beyond Python: R JavaScript Java C C.
- Experience finetuning Generative AI models.
What we look for
- You have an agile growthoriented mindset.What you know matters. But the right mindset is just as important in determining success. Were looking for people who are innovative can work in an agile way and keep pace with a rapidly changing world.
- You are curious and purpose driven. Were looking for people who see opportunities instead of challenges who ask better questions to seek better answers that build a better working world.
- You are inclusive. Were looking for people who seek out and embrace diverse perspectives who value differences and team inclusively to build safety and trust.
- Continuous learning: Youll develop the mindset and skills to navigate whatever comes next.
- Success as defined by you: Well provide the tools and flexibility so you can make a meaningful impact your way.
- Transformative leadership: Well give you the insights coaching and confidence to be the leader the world needs.
- Diverse and inclusive culture: Youll be embraced for who you are and empowered to use your voice to help others find theirs.
EY provides equal employment opportunities to applicants and employees without regard to race color religion age sex sexual orientation gender identity/expression pregnancy genetic information national origin protected veteran status disability status or any other legally protected basis including arrest and conviction records in accordance with applicable law.
EY is committed to providing reasonable accommodation to qualified individuals with disabilities including veterans with disabilities. If you have a disability and either need assistance applying online or need to request an accommodation during any part of the application process please call 1800EYHELP3 select Option 2 for candidate related inquiries then select Option 1 for candidate queries and finally select Option 2 for candidates with an inquiry which will route you to EYs Talent Shared Services Team (TSS) or email the TSS at
Required Experience:
Manager
Employment Type
Full Time
