Group AI/ML Sol Architect - PostgreSQL
India
Job Description
Group AI/ML Sol Architect - PostgreSQL
Bangalore, Karnataka

Job Summary

This role is responsible for leading the design and implementation of advanced AI and machine learning architectures that drive strategic business outcomes. The individual will provide architectural leadership, ensuring solutions leverage state-of-the-art technologies and best practices. They will guide cross-domain teams, establish governance standards, and align technical direction with enterprise objectives, fostering innovation and excellence in AI/ML delivery.

Key Responsibilities

1. Architect scalable AI/ML solutions by applying expertise in Python, TensorFlow, PyTorch, and scikit-learn to address complex business challenges and ensure robust model performance.
2. Design and optimize data pipelines using Apache Spark, Kafka, and Airflow, enabling efficient data ingestion, transformation, and real-time analytics across distributed environments.
3. Develop and validate machine learning models for NLP, time series forecasting, and deep learning tasks using pandas, NumPy, XGBoost, and Spark Mllib, ensuring accuracy and reliability.
4. Establish architectural standards and governance by reviewing solution designs and ensuring compliance with industry best practices and organizational guidelines.
5. Integrate and manage data storage solutions using PostgreSQL and MySQL, ensuring data integrity, scalability, and security within AI/ML platforms.
6. Mentor and train technical teams in advanced AI/ML methodologies, fostering skill development and mitigating delivery risks through knowledge sharing and capability building.
7. Evaluate emerging technologies and tools in AI/ML, recommending adoption strategies to maintain solution relevance and competitive advantage.
8. Architect and implement RESTful API integrations to enable seamless communication between AI/ML components and external systems, ensuring scalable, secure, and efficient data exchange across diverse enterprise environments.

Skill Requirements

1. Architectural Leadership In Ai/Ml, Demonstrating Crossdomain Expertise And Strategic Technical Direction.
2. Expert Proficiency In Python, Machine Learning Model Development, And Deep Learning Frameworks Such As Tensorflow And Pytorch.
3. Advanced Knowledge Of Data Engineering Tools Including Apache Spark, Kafka, And Airflow For Largescale Data Processing.
4. Solid Experience With Classical Ml, Nlp, Time Series Forecasting, And Model Validation Techniques.
5. Excellent Skills In Sql, Postgresql, And Mysql For Data Management And Integration.
6. Strong Understanding Of Cloudbased Ai/Ml Platforms Such As Databricks And Distributed Computing Environments.

Other Requirements

1. Certifications such as TensorFlow Developer Certificate
2. AWS Certified Machine Learning � Specialty
3. or Google Professional Machine Learning Engineer are optional but highly valuable for this position
Information at a Glance

Why HCLTech?

At HCLTech, you'll supercharge your potential. You'll find your career. And you'll find your spark. All at a place that knows that helping its customers stay on top starts by putting its people first.

HCLTech is a global technology company, home to more than 226,300 people across 60 countries, delivering industry-leading capabilities centered around digital, engineering, cloud and AI, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending December 2025 totaled $14.5 billion.

23 Benefits At HCLTech, we believe in empowering our employees with comprehensive benefits that support their professional growth and enhance their well-being. When you sign up for a career with us, you gain access to: https://rmkcdn.successfactors.com/147eb21f/a701dca9-f32d-4fc9-9447-6.svg Industry-benchmarked compensation https://rmkcdn.successfactors.com/147eb21f/b0c54381-ddcc-4a33-9b35-9.svg Best-in-class healthcare benefits https://rmkcdn.successfactors.com/147eb21f/b73027be-7aae-4d36-a090-4.svg Personal time off https://rmkcdn.successfactors.com/147eb21f/d5b4fdfd-2e99-4e26-9878-9.svg Maternity and paternity benefits https://rmkcdn.successfactors.com/147eb21f/3d42b0fc-4652-435a-9ece-c.svg Access to skills / higher education programs/resources https://rmkcdn.successfactors.com/147eb21f/aeddeaf2-9e25-4584-ad11-d.svg Discounts on products and services via Benefit Box https://rmkcdn.successfactors.com/147eb21f/a9609a3b-2700-4b3c-9d90-a.svg Participate in CSR programs and live life with a purpose https://rmkcdn.successfactors.com/147eb21f/c6e33851-710f-4634-bd69-f.svg Opportunities to grow and advance your career Note: The benefits listed above vary depending on the nature of your employment and the country where you work. Some benefits may be available in some countries but not in all.