AI Architect
TCS
12 - 17 years
Hyderabad
Posted: 27/03/2025
Job Description
Job Description
Role *AI Architect
Desired Experience Range 12 to 15 years
Location of Requirement Pan India-
Desired Skills -Technical/Behavioral
Must-Have
AI/ML Expertise: Strong proficiency in Python, TensorFlow, PyTorch, Scikit-learn, OpenAI APIs, LangChain.
Cloud & DevOps: Experience with AWS SageMaker, Azure ML, Google Vertex AI, Docker, Kubernetes, CI/CD.
Big Data & Databases: Expertise in Hadoop, Spark, Kafka, SQL, NoSQL, Snowflake, Delta Lake.
MLOps & AI Deployment: Hands-on experience with MLflow, Kubeflow, Airflow, FastAPI, Flask, Streamlit.
AI Security & Compliance: Deep understanding of model interpretability, AI ethics, adversarial attacks, governance.
Good-to-Have
Experience with Generative AI & LLMs (GPT, LLaMA, Stable Diffusion, DALL·E, etc.).
Knowledge of Edge AI & AI-powered IoT solutions.
Experience with AutoML tools like Google AutoML, H2O.ai, DataRobot.
Familiarity with quantization, pruning, and optimization techniques for AI model efficiency.
Hands-on experience with vector databases (FAISS, Pinecone, Weaviate) and Retrieval-Augmented Generation (RAG) architectures.
Knowledge of Reinforcement Learning (RL), Bayesian Methods, and Time-Series Forecasting.
Experience with Graph Neural Networks (GNNs) and AI in cybersecurity.
Exposure to Blockchain & AI integration for secure and decentralized AI applications.
Familiarity with natural language processing (NLP) frameworks like Hugging Face Transformers
Responsibility of / Expectations from the Role
AI Strategy & Architecture Development
Define and implement an enterprise AI architecture that aligns with business goals and IT strategies.
Develop AI roadmaps, best practices, and governance frameworks to ensure scalability, security, and efficiency.
Evaluate, recommend, and integrate cutting-edge AI/ML frameworks, tools, and platforms (AWS, Azure, GCP).
Establish best practices for MLOps, AI governance, and ethical AI practices.
AI Model Development & Deployment
Lead the design, development, and optimization of machine learning, deep learning, and generative AI solutions.
Oversee data preprocessing, feature engineering, and model optimization to ensure accuracy and efficiency.
Implement MLOps pipelines for model training, deployment, monitoring, and continuous improvement.
Work with software engineers to integrate AI solutions into production environments seamlessly.
Data Engineering & AI Infrastructure
Collaborate with data engineering teams to design robust data pipelines, warehouses, and lakes for AI consumption.
Optimize real-time and batch data processing architectures for AI model performance.
Ensure AI infrastructure is scalable, cost-effective, and cloud-native where applicable.
AI Governance, Security & Compliance
Establish AI governance frameworks to ensure models are explainable, fair, and aligned with ethical standards.
Ensure compliance with global data privacy laws (GDPR, HIPAA) and AI risk management frameworks.
Monitor AI models for bias, drift, and performance degradation and implement proactive mitigation strategies.
Leadership & Collaboration
Act as a strategic advisor to executives and stakeholders on AI adoption and innovation.
Provide technical leadership and mentorship to AI engineers, data scientists, and cross-functional teams.
Conduct knowledge-sharing sessions, drive AI training initiatives, and foster a culture of AI excellence.
Location
Hyderabad
Job Function
IT INFRASTRUCTURE SERVICES
Role
Platform Architect
Job Id
353211
Desired Skills
BigData | Python
Desired Candidate Profile
Qualifications : BACHELOR OF ENGINEERING
About Company
Tata Consultancy Services (TCS) is one of the largest multinational IT services and consulting companies in the world, headquartered in Mumbai, India. It operates in over 50 countries and is a part of the Tata Group, India's largest business conglomerate. TCS offers a wide range of services including software development, consulting, digital transformation, and business solutions, serving industries such as finance, healthcare, retail, and telecommunications. Known for its global reach, technological expertise, and innovation, TCS is consistently ranked among the top IT services companies globally.
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