CT-NITRO-Experimental AI Engineer

EY; Bengaluru; On-site; INR 4,500,000 - 7,000,000; Full time

Job summary

EY is seeking a senior ML leader in Bengaluru to drive generative AI solutions, design scalable data and ML pipelines, and guide cross-functional teams of data scientists, engineers, and product managers. You will mentor peers and shape AI strategy while aligning with business goals.

The role requires 12+ years in ML, NLP, and data science, with Python expertise and experience deploying AI models into production. Strong collaboration and leadership are essential for success.

Qualifications

• Bachelor/Master/PG/Ph.D in Artificial Intelligence, Analytics, Data Science, Computer Science, Engineering, Information Technology, Social Sciences or related fields preferred
• Strong analytical skills and problem-solving ability
• Expert in Python programming with experience in developing and deploying web apps
• Experience with ML/NLP algorithms, including supervised and unsupervised learning
• In-depth knowledge of deep learning methods (RNNs, LSTMs, autoencoders, etc.)

Responsibilities

• Managing the delivery of data science insights using diverse tools and methods
• Developing new sophisticated algorithms and improving ML techniques
• Demonstrating ability to make business recommendations based on data
• Collaborating with business areas to identify projects and success criteria
• Possibly leading medium-sized projects or mentoring junior team members

Skills

Python programming

ML/NLP

Deep learning

ML frameworks

Hugging Face Transformers

LLM fine-tuning

Docker

Git

Education

Bachelor/Master/PG/Ph.D in AI/Analytics/DS/CS/Engineering/IT

Tools

Docker

Git

Job description

At EY, you’ll 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 we’re 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.

The selected candidate

• Provides technical leadership in the development and deployment of generative AI solutions, including large language models (LLMs), ensuring alignment with business objectives and industry best practices
• Architects and oversees the design of scalable data and machine learning pipelines, ensuring robust, efficient, and secure integration of AI models into production environments
• Leads cross-functional teams of data scientists, engineers, and product managers, driving project timelines, resource allocation, and delivering impactful AI-driven products and solutions
• Champions innovation by staying ahead of the latest advancements in AI, guiding the strategic direction of AI initiatives, and mentoring team members to elevate the organization’s data science capabilities

Your key responsibilities include

• Managing the delivery of data science insights using a range of tools and methods to create cognitive services involving complex algorithms, machine learning and artificial intelligence methods
• Developing new sophisticated algorithms and improving existing machine learning techniques
• Demonstrating ability to make business recommendations based on the data that drive better business decisions
• Collaborating with relevant business areas to identify new projects and opportunities, understanding their requirements, setting success criteria and ensuring delivery
• Possibly leading medium sized projects or training / mentoring junior team member

Skills and attributes for success

• 12+ years’ experience in machine learning, data mining, predictive modeling, statistical modeling, large scale data acquisition, transformation, and cleaning, both structured and unstructured data
• Proficiency with data wrangling, visualization, and modeling in Python
• Experience in ML/NLP algorithms, including supervised and unsupervised learning.
• In-depth knowledge of deep learning methods, including recurrent neural networks, long short-term memory (LSTM) networks, recursive neural networks, autoencoders etc.
• Experience in machine learning frameworks and tools (e.g., sci-kit-learn, Keras, TensorFlow, MXNet, PyTorch, MLlib)
• Experience with Hugging Face Transformers and other open-source NLP/NLG modules
• Experience with generative LLM fine-tuning and prompt engineering.
• Strong programming skills in Python
• Knowledge of containerization platforms like Docker is a plus.
• Bonus if you have experience with Git and modern software development workflow.

Non-Technical Skills:

• Proven track record of leading and collaborating on strategic initiatives for at least the last 2-3 years.
• Strong team and business communication skills – can walk through and approach with technical clients or explain tricky concepts to non-technical people
• Ability to collaborate with people at all levels and with multi-office or regional teams.
• Must thrive in a fast-paced environment and be able to work independently. Strategic consulting experience is a plus.
• Excellent in communication skills

Education

• Bachelor/Master/PG/Ph.D in Artificial Intelligence, Analytics, Data Science, Computer Science, Engineering, Information Technology, Social Sciences or related fields preferred

What we look for

• Strong analytical skills and problem-solving ability
• A self-starter, independent-thinker, curious and creative person with ambition and passion
• Expert in Python programming with experience in developing and deploying web apps
• Excellent inter-personal, communication, collaboration, and presentation skills
• Positive and constructive minded
• Takes responsibility for continuous self-learning
• Takes the lead and makes decisions in critical times and tough circumstancesHigh levels of integrity and honesty

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.

Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.

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