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AI Architect

Job in Irvine, Orange County, California, 92713, USA
Listing for: Tata Consultancy Services
Full Time position
Listed on 2026-01-01
Job specializations:
  • IT/Tech
    AI Engineer, Machine Learning/ ML Engineer
Salary/Wage Range or Industry Benchmark: 100000 - 160000 USD Yearly USD 100000.00 160000.00 YEAR
Job Description & How to Apply Below

AI Architect – Tata Consultancy Services

Join to apply for the AI Architect role at Tata Consultancy Services.

Must‑Have
  • Strong communication skills to simplify complex AI concepts.
  • Shape and evolve the company’s AI strategy in alignment with business priorities.
  • Define vision, principles, and success metrics for AI adoption.
  • Act as an internal advocate and thought leader for responsible AI innovation.
  • Partner with departmental AI Champions to identify and prioritize high‑value use cases.
  • Familiarity with responsible AI and ethical principles.
  • Deep knowledge of AI/ML tools (e.g., Vertex AI, Sage Maker). AI Agentic experience, Google Cloud, Python and SQL.
  • Extensive experience building, deploying, and maintaining high‑availability AI solutions in a large‑scale production environment.
  • Expertise in cloud (AWS, GCP) and data lake architecture.
Good‑to‑Have
  • Experience with advanced statistical modeling techniques (e.g., causal inference, time series analysis, Bayesian methods).
  • Proven expertise with Python, SQL & GCP Vertex AI.
  • Contributions to open‑source AI/ML projects or publications in relevant academic conferences.
Day‑to‑Day Technical Responsibilities
  • Design and develop AI architectures that meet business requirements and enhance operational efficiency.
  • Implement machine learning models using frameworks such as Tensor Flow, Spark, and R.
  • Collaborate with data engineers to build ETL processes and ensure seamless data integration for model training.
  • Conduct data mining and analytics to extract meaningful insights from complex datasets.
  • Deploy models into production environments while ensuring scalability and performance.
  • Stay updated with the latest advancements in AI, machine learning, and related technologies.
  • Mentor junior team members on best practices in AI development and deployment.
  • Assess AI use cases for feasibility, impact, and risks.
  • Review and advise on AI/ML solution architecture, scalability, data quality, and security.
  • Identify and mitigate risks (privacy, bias, compliance).
Skills
  • Proficiency in programming languages including Python, Java, C, C#, and SQL.
  • Experience with machine learning frameworks such as Tensor Flow, SAS, and various analytics tools.
  • Familiarity with unsupervised learning techniques and model training methodologies.
  • Knowledge of database design principles and experience with linked data concepts.
  • Understanding of quantum engineering principles is a plus.
  • Experience with data visualization tools like Looker.
  • Proficient in scripting languages such as Bash (Unix shell) and VBA for automation tasks.
  • Strong analytical skills with the ability to work with large datasets using tools like Talend.
Benefits
  • 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, 401(k) Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Salary Range

$100,000–$160,000 a year

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