AI/ML Architect

3 days ago

Bengaluru, Karnataka, India Waisl Full time US$ 1,50,000 - US$ 2,00,000 per year

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 3rd 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 + 3rd 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.
  • Stay ahead of AI research and industrial best practices; evaluate and recommend emerging technologies (e.g., LLMs, vision transformers, foundation models).

Must-Have Qualifications:

  • Bachelor's or Master's degree in Computer Science, AI/ML, Engineering, or a related technical field.
  • 8+ years of experience in AI/ML development, with 3+ years in architecting AI solutions at scale.
  • Deep understanding of ML frameworks (TensorFlow, PyTorch), time series modeling, and computer vision.
  • Proven experience with object detection, facial recognition, intrusion detection, and anomaly detection in video or sensor environments.
  • Experience in MLOps (MLflow, TFX, Kubeflow, SageMaker, etc.) and model deployment on Kubernetes/Docker.
  • Proficiency in edge AI (Jetson, Coral TPU, OpenVINO) and cloud platforms (AWS, Azure, GCP).

Nice-to-Have Skills:

  • Knowledge of stream processing (Kafka, Spark Streaming, Flink).
  • Familiarity with OT systems and IIoT protocols (MQTT, OPC-UA).
  • Understanding of regulatory and safety compliance in AI/vision for industrial settings.
  • Experience with charts, dashboards, and integrating AI with front-end systems (e.g., alerts, maps, command center UIs).

Role Impact:

As AI/ML Architect, you will shape the intelligence layer of our IIoT platform — enabling smarter, safer, and more efficient industrial operations through AI. You will bridge research and real-world impact, ensuring our AI stack is scalable, explainable, and production-grade from day one.]

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