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Senior AI/ML Engineer - MLOps & Generative AI

  • Source: Naukri
  • Lecan Solutions
  • Hybrid
  • Bengaluru
  • Full-Time
  • Senior

Job Description

Project Role: AI / ML Engineer (MLOps)

Project Role Description:

Design, develop, and deploy production-ready AI/ML solutions using cloud AI services and MLOps best practices. Build scalable machine learning pipelines, deploy models, and ensure reliable performance in production environments.

Must Have Skills:

  • Machine Learning Operations (MLOps)
  • Machine Learning (ML)
  • Natural Language Processing (NLP)

Good to Have Skills:

  • Generative AI
  • Multi-Cloud Experience

Experience Required:

  • 5+ Years

Location:

  • PAN INDIA

Educational Qualification:

  • 15 Years Full-Time Education

Roles & Responsibilities:

  • Design, build, and maintain scalable ML pipelines.
  • Deploy machine learning models using Docker, FastAPI, and AWS.
  • Manage batch and real-time model inference.
  • Build and maintain CI/CD pipelines for ML projects using GitHub Actions or similar tools.
  • Manage the complete ML lifecycle using MLflow and Airflow.
  • Monitor model performance, data drift, and production health.
  • Optimize models to improve performance and accuracy.
  • Work with cross-functional teams to deliver AI solutions.
  • Participate in technical discussions and knowledge-sharing sessions.
  • Follow best practices for scalable and production-ready AI applications.

Professional & Technical Skills:

  • Strong experience in MLOps, Machine Learning, or NLP.
  • Hands-on experience with MLflow and Airflow (Mandatory).
  • Experience with Docker and FastAPI.
  • Experience deploying ML models on cloud platforms.
  • Knowledge of AWS and Multi-Cloud environments.
  • Experience with ML frameworks such as TensorFlow or PyTorch.
  • Strong understanding of CI/CD for ML applications.
  • Experience with model monitoring, model versioning, and model deployment.
  • Good understanding of Generative AI concepts.
  • Strong communication and problem-solving skills.

Additional Information:

  • Minimum 5+ years of experience in Machine Learning Operations (MLOps).
  • Experience with MLflow and Airflow is mandatory.
  • Experience with Generative AI will be an added advantage.
  • Location: PAN INDIA
  • 15 years of full-time education is mandatory.

Skills

  • processing-js
  • Docker
  • FastAPI
  • amazon-web-services
  • Github
  • github-actions
  • ml-flow
  • mlflow
  • Airflow
  • apache-airflow
  • drift
  • Tensorflow
  • PyTorch
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