Data Scientist ML (GenAI)

Req ID: 364919

NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us. If you want to be part of an inclusive, adaptable, and forward-thinking organization, apply now.

We are currently seeking a Data Scientist ML (GenAI) to join our team in Bangalore, Karnātaka (IN-KA), India (IN).

Job Duties: The Agentic AI Governance Platform enables centralized governance of AI agents evolving from simple automation tools to autonomous systems capable of complex decision-making.
The Data Scientist will play a key role in:

• Defining agent evaluation metrics
• Designing validation and control mechanisms
• Implementing monitoring and explainability frameworks
• Integrating Generative AI models within a governance-driven architecture

The solution will be deployed on Microsoft Azure, leveraging advanced AI capabilities.

Role Overview
We are seeking a Data Scientist specialized in Machine Learning and Generative AI, with strong Azure cloud experience, to design, evaluate, and monitor intelligent agents within a structured AI governance framework.

Key Responsibilities

• Design, train, and evaluate ML and Generative AI models.
• Define criticality, risk, and performance metrics for AI agents.
• Implement validation and continuous monitoring mechanisms.
• Develop experimentation and evaluation pipelines.
• Contribute to the design of the AI governance framework.
• Implement explainability techniques (XAI).
• Integrate LLM-based solutions (Azure OpenAI or similar).
• Ensure alignment with Responsible AI principles.

Minimum Skills Required: Technical Requirements
 Machine Learning

• Strong Python skills (pandas, scikit-learn, PyTorch or TensorFlow)
• Experience with supervised and unsupervised models
• Model evaluation and validation frameworks

 Generative AI

• Hands-on experience with LLMs
• Prompt engineering
• RAG architectures
• Fine-tuning or model adaptation
• Evaluation of generative model outputs

 Cloud (Azure)

• Azure Machine Learning
• Azure OpenAI
• Azure ML pipelines
• Azure Storage
• Experience deploying models to production

 Governance & Monitoring

• Knowledge of:

o AI risk assessment
o Model monitoring
o Bias detection
o Explainability tools (SHAP, LIME, etc.)
o MLOps practices

Nice to Have

• Experience in regulated industries (insurance, banking)
• Experience designing autonomous or multi-agent systems
• Familiarity with AI regulatory frameworks (e.g., EU AI Act)
• Experience with multi-agent architectures

About NTT DATA

NTT DATA is a $30 billion business and technology services leader, serving 75% of the Fortune Global 100. We are committed to accelerating client success and positively impacting society through responsible innovation. We are one of the world's leading AI and digital infrastructure providers, with unmatched capabilities in enterprise-scale AI, cloud, security, connectivity, data centers and application services. our consulting and Industry solutions help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have experts in more than 50 countries. We also offer clients access to a robust ecosystem of innovation centers as well as established and start-up partners. NTT DATA is a part of NTT Group, which invests over $3 billion each year in R&D.

Whenever possible, we hire locally to NTT DATA offices or client sites. This ensures we can provide timely and effective support tailored to each client's needs. While many positions offer remote or hybrid work options, these arrangements are subject to change based on client requirements. For employees near an NTT DATA office or client site, in-office attendance may be required for meetings or events, depending on business needs. At NTT DATA, we are committed to staying flexible and meeting the evolving needs of both our clients and employees. NTT DATA recruiters will never ask for payment or banking information and will only use @nttdata.com and @talent.nttdataservices.com email addresses. If you are requested to provide payment or disclose banking information, please submit a contact us form, https://us.nttdata.com/en/contact-us.

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