
Creative AI Developer
2 days ago
Generative AI Engineer Job Description
We are seeking a highly skilled Generative AI Engineer to join our organization. As a key member of our team, you will be responsible for developing and integrating Large Language Models (LLMs) into enterprise applications.
Key Responsibilities:
- Develop and Integrate LLMs: Develop, fine-tune, and integrate LLMs such as GPT, LLaMA, and Claude into our enterprise applications.
- Prompt Engineering and RAG Pipelines: Implement prompt engineering techniques, embeddings, and Retrieval Augmented Generation (RAG) pipelines to enhance model performance.
- Agentic AI Applications: Understand and build Agentic AI applications using Langgraph and similar technologies.
- API Development and Integration: Build and maintain APIs, microservices, and front-end/back-end integrations for Generative AI applications.
- Vector Database Integration: Work with vector databases like Pinecone, FAISS, Weaviate, and Milvus to enable semantic search in our applications.
- Cloud Deployment: Deploy solutions on cloud AI platforms such as Azure OpenAI, AWS Bedrock, and GCP Vertex AI.
- Model Optimization: Optimize model performance, latency, and scalability for real-world usage.
- Collaboration and Quality Assurance: Collaborate with data scientists and solution architects to deliver Proof-of-Concepts (PoCs) and production-ready applications, ensuring that our AI solutions follow responsible AI, data privacy, and security guidelines.
Required Skills and Qualifications:
- Strong Programming Skills: Strong programming skills in Python (preferred), with experience in APIs, microservices, Flask/FastAPI/Django.
- Azure Databricks and Apache Spark: Hands-on experience with Azure Databricks and Apache Spark.
- Vector Embeddings and Databases: Knowledge of vector embeddings and vector databases.
- LangChain and Similar Frameworks: Experience with LangChain, LlamaIndex, or similar orchestration frameworks.
- Docker, Kubernetes, and MLOps: Familiarity with Docker, Kubernetes, and MLOps practices for deploying AI models.
- Cloud-Based AI Services: Experience working with cloud-based AI services such as Azure, AWS, or GCP.
- Problem-Solving and Debugging: Strong problem-solving and debugging skills.
- Additional Skills: Good to have experience with PyTorch, TensorFlow, Hugging Face Transformers.
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