AI/ML Architect

10 years

0 Lacs

Posted:2 months ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Title: AI/ML Architect Location: Onsite – Bangalore Experience: 10+ years Position Summary: We are seeking an experienced AI/ML Architect to lead the design and deployment of scalable AI solutions. This role requires a strong blend of technical depth, systems thinking, and leadership in machine learning, computer vision, and real-time analytics. You will drive the architecture for edge, on-prem, and cloud-based AI systems, integrating 3 rd party data sources, sensor and vision data to enable predictive, prescriptive, and autonomous operations across industrial environments. Key Responsibilities: Architecture &Strategy  Define the end-to-end architecture for AI/ML systems including time series forecasting, computer vision, and real-time classification.  Design scalable ML pipelines (training, validation, deployment, retraining) using MLOps best practices.  Architect hybrid deployment models supporting both cloud and edge inference for low-latency processing. Model Integration  Guide the integration of ML models into the IIoT platform for real-time insights, alerting, and decision support.  Support model fusion strategies combining disparate data sources, sensor streams with visual data (e.g., object detection + telemetry + 3 rd party data ingestion). MLOps & Engineering  Define and implement ML lifecycle tooling, including version control, CI/CD, experiment tracking, and drift detection.  Ensure compliance, security, and auditability of deployed ML models. Collaboration &Leadership  Collaborate with Data Scientists, ML Engineers, DevOps, Platform, and Product teams to align AI efforts with business goals.  Mentor engineering and data teams in AI system design, optimization, and deployment strategies. Show more Show less

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