Machine Learning (ML) Architect

1. Job Title: Machine Learning (ML) Architect

Summary:The Machine Learning Architect designs and oversees AI/ML architecture for scalable enterprise solutions. This role sets technical direction, drives ML operations (MLOps), ensures high model performance, security, compliance, and bridges data, engineering, and business objectives.

Key Responsibilities:

• Architect and maintain ML pipelines spanning data preparation, model training, deployment, monitoring, and retraining.
• Define standards/best practices for MLOps, feature management, model versioning, CI/CD, and model registry.
• Collaborate with DevOps, Security, Compliance and Data Governance teams on infrastructure and policies.
• Evaluate, select, and integrate appropriate frameworks and platforms (PyTorch, TensorFlow, AWS Sagemaker, Vertex AI, Kubeflow, etc.).
• Optimize computational resource utilization and cost for cloud/hybrid environments.
• Lead technical design reviews, root cause analyses, and system troubleshooting.
• Document architecture and mentor teams in scalable ML solution design.

Required Skills:

• Deep knowledge of ML algorithms, statistical modeling, data engineering, and distributed systems.
• Strong programming (Python, Scala, Java) and hands-on MLOps exposure.
• Cloud expertise (AWS, Azure, GCP), especially ML-native services.
• Proficiency in containerization/orchestration (Docker, Kubernetes).
• Familiarity with CI/CD pipelines, GitOps, and Infrastructure as Code.
• Excellent communication, system documentation, and leadership skills.

Preferred Qualifications:

• Experience with Explainable AI, responsible AI, and ML governance.
• Prior experience leading large-scale deployments of ML solutions.

Tools & Technologies:Python, PyTorch, TensorFlow, MLFlow, Airflow, AWS, GCP, AzureML, Docker, Kubernetes, Apache Spark.

Experience:8+ years in ML/Data Science/Software Engineering, 3+ years architecture leadership.

Education:Bachelor’s/Master’s in Computer Science, Data Science, or similar technical field.

Job Type: Full-time

Pay: ₹4,000,000.00 - ₹6,000,000.00 per year

Work Location: In person