AI Associate

Huron Consulting Group; Bengaluru; On-site; INR 15,00,000 - 25,00,000; Full time

Job summary

A global consultancy is seeking an experienced AI/ML Engineer to drive the development of innovative AI models and solutions. This hands-on role requires expertise in both machine learning and generative AI, with responsibilities that include designing AI systems and collaborating with stakeholders. Ideal candidates should have at least 4 years of experience in AI/ML and proficiency in Python. This position offers a competitive compensation package and the chance to make a meaningful impact in a diverse, inclusive environment.

Benefits

Competitive compensation

Medical, dental, and vision coverage

401(k) plan with employer match

Paid Time Off

Paid parental leave

Qualifications

• At least 4 years of hands-on experience in AI/ML development or intelligent application engineering.
• Proficiency in Python and familiarity with modern ML/AI libraries.
• Experience building APIs or backend services using FastAPI, Flask, or equivalent frameworks.

Responsibilities

• Design and develop AI-powered systems using traditional ML and generative AI techniques.
• Collaborate with stakeholders to drive AI solutions for business challenges.
• Create modular, well-documented APIs for model integration and consumption.

Skills

AI/ML development

Python

APIs

FastAPI

Cloud platforms (Azure, AWS)

Education

Bachelor's degree in computer science, Engineering or Data Science

Tools

scikit-learn

PyTorch

TensorFlow

Docker

MLOps tools

Job description

Huron is a global consultancy that collaborates with clients to drive strategic growth, ignite innovation and navigate constant change. Through a combination of strategy, expertise and creativity, we help clients accelerate operational, digital and cultural transformation, enabling the change they need to own their future.

Join our team as the expert you are now and create your future.

We are seeking an experienced AI/ML Engineer with expertise in both machine learning (ML) and Generative AI (GenAI) to join our Emerging Technology Practice. In this role, you will drive the development of cutting‑edge AI models and solutions—from statistical modeling and predictive analytics to advanced generative and agentic applications.

You will work closely with business stakeholders to translate domain challenges into data‑driven solutions, conducting analysis, developing models, and integrating AI into broader systems. While this is not a software engineering role, experience with end‑to‑end AI solution design, including integration and orchestration, is highly valued.

This role is ideal for a technically strong, hands‑on data scientist who can work across the full model lifecycle and thrives in a client‑facing, cross‑functional environment.

Responsibilities

• Design and develop AI-powered systems using both traditional ML and generative AI techniques, including prompt engineering, fine-tuning, and embeddings
• Build intelligent applications and agents that can perform tasks autonomously or interactively, using frameworks like LangGraph, AutoGen, CrewAI or similar
• Create modular, well-documented APIs and service components (e.g., using FastAPI or Flask) to enable model integration and consumption
• Develop and manage data pipelines, including data collection, transformation, and quality assurance to support model training
• Implement observability and evaluation mechanisms to monitor AI system behavior, including accuracy, drift, reliability, and task-level reasoning
• Collaborate with software engineers, data scientists, and solution architects to ensure seamless design, development, and transition to production
• Support rapid experimentation as well as robust deployment pipelines, depending on the maturity of each use case
• Stay informed on the latest trends in GenAI, AI agents, orchestration protocols, and evaluation frameworks to continuously evolve our capabilities

Preferred Qualifications

• At least 4 years of hands‑on experience in AI/ML development or intelligent application engineering
• Proficiency in Python and familiarity with modern ML/AI libraries (e.g., scikit-learn, PyTorch, TensorFlow, OpenAI APIs)
• Experience building APIs or backend services using FastAPI, Flask, or equivalent frameworks
• Exposure to agent frameworks (e.g., LangGraph, AutoGen) and vector databases
• Experience with orchestration standards or tools such as MCP or agent routing protocols is a plus
• Familiarity with cloud platforms (Azure, AWS) and containerization tools (Docker)
• Familiarity with cloud-based ML platforms such as Azure Machine Learning, AWS SageMaker, or Google AI/ML services
• Experience with MLOps pipelines, CI/CD for model delivery, or model monitoring is a plus
• Knowledge of AI system evaluation, observability, or prompt performance testing is a plus
• Ability to work on cross‑functional teams, balance multiple projects, and communicate effectively with technical and non‑technical audiences
• Cloud certifications in AI/ML services (Azure, AWS, or Google Cloud) is a plus
• Bachelor’s degree in computer science, Engineering, Data Science, or a related field

Position Level

Associate

Country

India

At Huron, we’re redefining what a consulting organization can be. We go beyond advice to deliver results that last. We inherit our client’s challenges as if they were our own. We help them transform for the future. We advocate. We make a difference. And we intelligently, passionately, relentlessly do great work…together.

Are you the kind of person who stands ready to jump in, roll up your sleeves and transform ideas into action? Then come discover Huron.

Whether you have years of experience or come right out of college, we invite you to explore our many opportunities. Find out how you can use your talents and develop your skills to make an impact immediately. Learn about how our culture and values provide you with the kind of environment that invites new ideas and innovation. Come see how we collaborate with each other in a culture of learning, coaching, diversity and inclusion. And hear about our unwavering commitment to make a difference in partnership with our clients, shareholders, communities and colleagues.

Huron Consulting Group offers a competitive compensation and benefits package including medical, dental, and vision coverage to employees and dependents; a 401(k) plan with a generous employer match; an employee stock purchase plan; a generous Paid Time Off policy; and paid parental leave and adoption assistance. Our Wellness Program supports employee total well-being by providing free annual health screenings and coaching, bank at work, and on-site workshops, as well as ongoing programs recognizing major events in the lives of our employees throughout the year. All benefits and programs are subject to applicable eligibility requirements.

Huron is fully committed to providing equal employment opportunity to job applicants and employees in recruitment, hiring, employment, compensation, benefits, promotions, transfers, training, and all other terms and conditions of employment. Huron will not discriminate on the basis of age, race, color, gender, marital status, sexual orientation, gender identity, pregnancy, national origin, religion, veteran status, physical or mental disability, genetic information, creed, citizenship or any other status protected by laws or regulations in the locations where we do business. We endeavor to maintain a drug-free workplace.