Senior AI Architect: Strategy, Production & Responsible AI

Tata Consultancy Services Limited; Irvine (CA); On-site; USD 100,000 - 140,000; Full time

Job summary

Tata Consultancy Services Limited in Irvine, CA is seeking a Technical Architect to design and implement AI architectures aligned with business goals. You will lead production-grade AI solutions, collaborate with data teams, and mentor others in responsible AI practices.

Responsibilities include evaluating AI use cases, ensuring data quality and security, deploying scalable models, and staying current with TensorFlow, Spark, and cloud-native tools across AWS and GCP.

Qualifications

• Strong communication to simplify AI concepts.
• Shape and evolve AI strategy aligned 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 and platforms like Vertex AI and SageMaker
• 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

Responsibilities

• Design and develop AI architectures that meet business requirements and enhance operational efficiency.
• Implement machine learning models using frameworks such as TensorFlow, 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

TensorFlow

SageMaker

Vertex AI

Python

SQL

AWS

GCP

Data Lake

Spark

R

Job description

Tata Consultancy Services Limited in Irvine, CA is seeking a Technical Architect to design and implement AI architectures aligned with business goals. You will lead production-grade AI solutions, collaborate with data teams, and mentor others in responsible AI practices.

Responsibilities include evaluating AI use cases, ensuring data quality and security, deploying scalable models, and staying current with TensorFlow, Spark, and cloud-native tools across AWS and GCP.