06 Sep
|
TalentOla
|
Chennai
Position Overview
We are seeking a talented Generative AI Senior Software Engineer or Lead to join our AI/ML team. The ideal candidate will have 1 to 2 years of hands-on experience in building, deploying, and optimizing generative AI solutions. You will play a key role in designing and implementing AI-powered applications while mentoring team members and driving technical excellence.
Experience Required
4 to 8 Years in Software Engineering with robust focus on AI/ML and Generative AI technologies For Lead role please look for 6+ years experience
Key Responsibilities
● Design, develop, and deploy production-grade generative AI applications using LLMs (Large Language Models) and other foundation models
● Build and maintain AI pipelines for model training, evaluation, and deployment
● Implement RAG (Retrieval Augmented Generation) systems for enterprise knowledge bases
● Develop APIs and microservices for AI model integration and serving
● Optimize model performance, latency, and cost efficiency in production environments
● Fine-tune and customize foundation models for specific business use cases
● Implement vector databases and embedding strategies for semantic search
● Design and execute model evaluation frameworks and A/B testing methodologies
Required Technical Skills
Generative AI & LLMs
● Strong experience with LLM APIs (OpenAI GPT-4/GPT-3.5, Claude, Gemini, Llama, Mistral)
● Hands-on experience with prompt engineering and chain-of-thought reasoning
● Knowledge of fine-tuning techniques (LoRA, QLoRA, PEFT)
● Understanding of transformer architectures and attention mechanisms
AI/ML Frameworks & Tools
● LLM Frameworks: LangChain, LlamaIndex, Semantic Kernel, Haystack
● ML Frameworks: PyTorch, TensorFlow, Hugging Face Transformers
● Vector Databases: Pinecone, Weaviate, Qdrant, ChromaDB, FAISS
● MLOps Tools: MLflow, Weights & Biases, DVC
● Languages: Python (primary)
● Cloud Platforms: AWS (SageMaker, Bedrock), Azure (OpenAI Service), GCP (Vertex AI)
● Bachelor's or Master's degree in Computer Science, Engineering, or related fiel
● Experience deploying AI applications in production environments
📌 GenAI Lead - NeuRealm (Chennai)
🏢 TalentOla
📍 Chennai