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Python_ML Ops_Fast API Framework Engineer Job Opening In Bengaluru – Now Hiring Nityo Infotech


Job description

Educational Qualifications:

• B.E./B.Tech/M.Tech/MCA in Computer Science, Information Technology, or a related field.

• Advanced degree in Data Science, Machine Learning, or Artificial Intelligence is a plus.


Experience:


• 3+ years of experience in IT, with at least 2+ years in MLOps and machine learning model deployment.

• Hands-on experience with Databricks for scalable data processing, model training, and orchestration.

• Experience working with Large Language Models (LLMs) such as OpenAI, Azure OpenAI, Hugging Face Transformers, or similar.


Core Responsibilities:


• Design, build, and maintain end-to-end ML pipelines using Databricks, MLflow, and Azure Machine Learning.

• Implement CI/CD pipelines for ML models, ensuring reproducibility, version control, and automated deployment.

• Operationalize LLM-based solutions, including prompt engineering, fine-tuning, and inference optimization.

• Monitor and manage model performance, drift, and retraining workflows.

• Collaborate with data scientists, data engineers, and DevOps teams to ensure seamless integration and delivery.


Technical Skills:


• Proficiency in Python and scripting for automation and orchestration.

• Strong understanding of MLOps tools: MLflow, DVC, Kubeflow, Airflow, or similar.

• Experience with containerization (Docker) and orchestration (Kubernetes).

• Familiarity with Azure DevOps, Git, and CI/CD pipelines for ML workflows.

• Knowledge of data governance, model monitoring, and compliance best practices.


Desirable Skills:


• Exposure to LLM fine-tuning, embedding generation, and vector databases (e.g., FAISS, Weaviate, Pinecone).

• Experience with Databricks Unity Catalog, Delta Live Tables, and Feature Store.

• Understanding of data security, access control, and cost optimization in cloud environments.


Soft Skills:


• Strong problem-solving and debugging skills.

• Excellent communication and collaboration abilities.

• Ability to work in a fast-paced, agile environment and manage multiple priorities.

Required Skill Profession

Computer Occupations


  • Job Details

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