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AI Architect

Job in Bloomfield, Hartford County, Connecticut, 06002, USA
Listing for: Tata Consultancy Services
Full Time position
Listed on 2026-03-05
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer, Data Scientist
Salary/Wage Range or Industry Benchmark: 120000 - 150000 USD Yearly USD 120000.00 150000.00 YEAR
Job Description & How to Apply Below
  • Define and own end to end AI architecture for enterprise solutions, from data ingestion to AI driven decisioning and insights.
  • Design AI native platforms where GenAI and ML capabilities are embedded as core services, not bolt ons.
  • Establish modular, reusable, and composable AI components aligned to enterprise architecture standards.
  • Ensure scalability, performance, reliability, and security of AI systems in production.
Job Description Must Have Technical/Functional Skills
  • Define and own end to end AI architecture for enterprise solutions, from data ingestion to AI driven decisioning and insights.
  • Design AI native platforms where GenAI and ML capabilities are embedded as core services, not bolt ons.
  • Establish modular, reusable, and composable AI components aligned to enterprise architecture standards.
  • Ensure scalability, performance, reliability, and security of AI systems in production.
GenAI & Agentic AI
  • Architect Generative AI solutions, including:
  • Large Language Models (LLMs)
  • Retrieval Augmented Generation (RAG)
  • Multi agent and agent orchestration patterns
  • Define agent workflows, memory/context handling, tool integration, and decision confidence mechanisms.
  • Guide responsible selection and usage of cloud based and open source LLMs.
Data, ML & MLOps
  • Design AI solutions leveraging modern data platforms, feature stores, vector databases, and knowledge graphs.
  • Define MLOps / LLMOps pipelines for training, evaluation, deployment, monitoring, and lifecycle management.
  • Implement mechanisms for model versioning, drift detection, cost optimization, and continuous improvement.
Governance, Security & Responsible AI
  • Ensure AI solutions adhere to enterprise security, privacy, and compliance requirements.
  • Embed Responsible AI principles, including explainability, auditability, bias mitigation, and human in the loop controls.
  • Define governance frameworks for model usage, access control, and operational oversight.
Technical Leadership & Collaboration
  • Act as technical thought leader for AI initiatives across delivery teams.
  • Collaborate with product owners, UX designers, data engineers, cloud engineers, and Dev Ops teams.
  • Provide architecture guidance, reviews, and mentorship to senior engineers.
  • Communicate complex AI concepts clearly to technical and non technical stakeholders.
Required Technical Skills AI / GenAI
  • Strong experience with Generative AI and Agentic AI architectures
  • Hands on knowledge of LLMs, embeddings, RAG pipelines, prompt engineering, and agent frameworks
  • Proficiency in Python for AI/ML development
ML & Data Engineering
  • Experience with ML/DL frameworks such as Tensor Flow, PyTorch, scikit learn
  • Knowledge of data engineering, feature engineering, an d analytics pipelines
  • Familiarity with vector databases, graph databases, and search engines
Cloud & Platform
  • Experience designing AI solutions on cloud platforms (AWS, Azure, or GCP)
  • Strong understanding of cloud native, microservices, and API driven architectures
  • Exposure to observability, monitoring, and logging for AI systems
Security & Compliance
  • Knowledge of data privacy, security best practices, and enterprise compliance standards
  • Experience designing secure and governed AI solutions
Experience & Qualifications
  • 12–16 years of overall IT experience
  • 8+ years of experience in AI/ML solution or enterprise architecture
  • Proven experience delivering production grade AI platforms at scale
  • Bachelor’s or Master’s degree in Computer Science, AI, Data Science, or related field
Behavioral & Professional Skills
  • Strong analytical and problem solving skills
  • Excellent communication and stakeholder management abilities
  • Ability to balance strategic vision with hands on architectural depth
  • Experience working in agile and fast paced delivery environments
  • Mentoring mindset with the ability to uplift technical teams

Salary Range $120 000-$150,000 year

TCS Employee Benefits Summary
  • Discretionary Annual Incentive.
  • Comprehensive Medical Coverage:
    Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
  • Family Support:
    Maternal & Parental Leaves.
  • Insurance Options:
    Auto & Home Insurance, Identity Theft Protection.
  • Convenience & Professional Growth:
    Commuter Benefits & Certification & Training Reimbursement.
  • Time Off:
    Vacation, Time Off, Sick Leave & Holidays.
  • Legal & Financial Assistance:
    Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Qualifications:

BACHELOR OF COMPUTER SCIENCE

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