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Senior AI/ML Engineer

  • Source: Naukri
  • Nationsbenefits
  • On-site
  • Hyderabad
  • Full-Time
  • Senior

Job Description

Experience: 10+ Years

Location: Hyderabad, India

Employment Type: Full-time

Role Summary:
We are looking for a highly experienced Senior AI/ML Engineer with strong hands-on expertise in designing,
developing, deploying, and monitoring enterprise-scale AI/ML systems. The candidate must possess end-to-end
experience across the complete AI/ML lifecycle, including model development, deployment, observability,
governance, optimization, and production support.

Key Responsibilities:
Lead development and deployment of enterprise-scale AI/ML and Generative AI solutions.
Build and optimize end-to-end ML pipelines including experimentation, deployment, monitoring, and retraining.
Develop scalable inference architectures, vector search systems, and RAG-based applications.
Implement observability, monitoring, governance, and production support mechanisms for AI systems.
Drive model lifecycle management including versioning, experimentation tracking, and CI/CD automation.
Mentor engineering teams and establish AI/ML engineering best practices.
Collaborate with business stakeholders to identify and implement AI-driven solutions.
Optimize AI systems for scalability, latency, reliability, and cost efficiency.
Lead development and deployment of enterprise-scale AI/ML and Generative AI solutions.
Build and optimize end-to-end ML pipelines including experimentation, deployment, monitoring, and retraining.
Develop scalable inference architectures, vector search systems, and RAG-based applications.
Implement observability, monitoring, governance, and production support mechanisms for AI systems.
Drive model lifecycle management including versioning, experimentation tracking, and CI/CD automation.
Mentor engineering teams and establish AI/ML engineering best practices.
Collaborate with business stakeholders to identify and implement AI-driven solutions.
Optimize AI systems for scalability, latency, reliability, and cost efficiency.

Required Skills & Qualifications:
Strong hands-on experience in Artificial Intelligence, Machine Learning, and Generative AI systems.
Extensive experience in end-to-end ML lifecycle including data ingestion, feature engineering, model
development, validation, deployment, monitoring, and retraining.
Hands-on expertise with Python, SQL, APIs, and ML frameworks such as Scikit-learn, TensorFlow, PyTorch,
Hugging Face, and LangChain.
Experience with Vector Databases, RAG pipelines, semantic search, embeddings, and LLM orchestration.
Strong expertise in MLOps tools including MLflow, DVC, Docker, Kubernetes, CI/CD pipelines, and model
versioning.
Hands-on experience with observability, logging, tracing, monitoring, drift detection, and model performance
tracking.
Experience building scalable cloud-native inference and AI deployment pipelines.
Strong understanding of distributed systems, data engineering, and scalable AI infrastructure.
Excellent stakeholder management and cross-functional collaboration skills.
Experience with Azure Cloud Stack is a plus

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

Skills

  • scaleai
  • Python
  • Scikit-learn
  • Tensorflow
  • PyTorch
  • hugging-face
  • LangChain
  • ml-flow
  • mlflow
  • dvc
  • Docker
  • Kubernetes
  • drift
  • microsoft-azure
  • azure-stack

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