AI/ML Architect – Databricks on AWS

Hi Everyone, Kindly share profile for the, Role - AI/ML Architect – Databricks on AWS, Location- Los Angeles, CA.  Mandatory experience- 10 years AI/ML, 15 years Architect. Role Overview We are seeking an experienced AI/ML Architect with deep hands-on expertise in Databricks on AWS to lead the design and implementation of scalable, high‑performance data and machine learning platforms. The ideal candidate combines architectural thinking with strong engineering execution, demonstrating the ability to build modern lakehouse systems, optimize large‑scale pipelines, and drive analytical and ML capabilities across the organization. This role requires working with large, multi-terabyte datasets, advanced analytics, and end‑to‑end ML lifecycle management using Databricks, Python, PySpark, and AWS-native services. Key Responsibilities : AI/ML & Advanced Analytics Data Engineering & Lakehouse Architecture AWS Cloud Integration Business Collaboration & Leadership Skills & Qualifications Required : Bachelor’s or Master’s in Computer Science, Data Science, Engineering, Statistics, or related field. 10+ years of experience in data engineering, ML engineering, or AI/ML architecture roles. Deep expertise in Databricks on AWS, including: PySpark / Spark SQL Databricks Notebooks Delta Lake Unity Catalog MLflow Databricks Jobs & Workflows Strong programming ability in Python (pandas, numpy, scikit-learn). Demonstrated experience with large-scale, multi-terabyte data processing. Strong understanding of ML algorithms, distributed systems, and data optimization. Preferred Experience with MLOps and production deployment pipelines. Strong grasp of AWS-native data and compute services. Understanding of CI/CD using GitHub Actions, GitLab CI, or similar. Familiarity with deep learning frameworks (TensorFlow, PyTorch). Key Competencies : Strong analytical and problem-solving skills. Ability to work in fast-paced, highly collaborative environments. Excellent communication and presentation abilities. Self-driven with exceptional attention to architectural detail.