LLM Ops Developer

Wipro

3 - 5 years

5 - 7 Lacs

Bengaluru

Posted:1 day ago| Platform:

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Skills Required

python transformers sql ops api lora continuous integration kubernetes falcon ci/cd microsoft azure machine learning data engineering docker microservices deep learning neo4j gcp devops debugging aws etl digital transformation graph databases

Work Mode

Work from Office

Job Type

Full Time

Job Description

Mandatory Skills::

Machine Learning & Deep Learning Strong understanding of LLM architectures, transformers, and fine-tuning techniques.
MLOps & DevOps Experience with CI/CD pipelines, model deployment, and monitoring.
Vector Databases Knowledge of storing and retrieving embeddings efficiently.
Prompt Engineering Ability to craft effective prompts for optimal model responses.
Retrieval-Augmented Generation (RAG) Implementing techniques to enhance LLM outputs with external knowledge.
Cloud Platforms Familiarity with AWS, Azure, or GCP for scalable deployments.
Containerization & Orchestration Using Docker and Kubernetes for model deployment.
Observability & Monitoring Tracking model performance, latency, and drift.
Security & Ethics Ensuring responsible AI practices and data privacy.
Programming Skills Strong proficiency in Python, SQL, and API development.

Prefered Skills :

Knowledge of Open-Source LLMs Familiarity with models like LLaMA, Falcon, and Mistral.
Fine-Tuning & Optimization Experience with LoRA, quantization, and efficient training techniques.
LLM Frameworks Hands-on experience with Hugging Face, LangChain, or OpenAI APIs.
Data Engineering Understanding of ETL pipelines and data preprocessing.
Microservices Architecture Ability to design scalable AI-powered applications.
Explainability & Interpretability Techniques for understanding and debugging LLM outputs.
Graph Databases Knowledge of Neo4j or similar technologies for complex data relationships.
Collaboration & Communication Ability to work with cross-functional teams and explain technical concepts clearly.

Mandatory Skills::

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