
Artificial Intelligence Model Developer
1 week ago
Job Description
As a Generative AI Engineer, you will play a pivotal role in developing and integrating Large Language Models (LLMs) into enterprise applications. Your responsibilities will include:
- Develop and Integrate LLMs: Fine-tune and integrate GPT, LLaMA, Claude, and other LLMs into our applications.
- Prompt Engineering and RAG Pipelines: Implement prompt engineering techniques, embeddings, and Retrieval Augmented Generation pipelines to enhance model performance.
- Agentic AI Applications: Build Agentic AI applications using Langgraph and similar technologies.
- APIs and Integrations: Design and maintain APIs, microservices, and front-end/back-end integrations for GenAI applications.
- Vector Databases: Work with Pinecone, FAISS, Weaviate, and Milvus to enable semantic search.
- Cloud Deployment: Deploy solutions on cloud AI platforms, including Azure OpenAI, AWS Bedrock, and GCP Vertex AI.
- Model Optimization: Optimize model performance, latency, and scalability for real-world usage.
- Collaboration: Collaborate with data scientists and solution architects to deliver Proof of Concepts (PoCs) and production-ready applications.
- Responsible AI: Ensure AI solutions follow responsible AI, data privacy, and security guidelines.
Required Skills and Qualifications
- Programming Skills: Strong programming skills in Python, with experience in APIs, microservices, Flask, FastAPI, or Django.
- Azure Experience: Hands-on experience with Azure Databricks and Apache Spark.
- Vector Embeddings: Knowledge of vector embeddings and vector databases.
- LangChain and Similar Frameworks: Experience with LangChain, LlamaIndex, or similar orchestration frameworks.
- Docker and Kubernetes: Familiarity with Docker, Kubernetes, and MLOps practices for deploying AI models.
- Cloud-Based Services: Experience working with cloud-based AI services, including Azure, AWS, or GCP.
- Problem-Solving Skills: Strong problem-solving and debugging skills.
- Additional Skills: Good to have experience with PyTorch, TensorFlow, Hugging Face Transformers.
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