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 strong 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 ● Robust 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
📌 Gen AI Lead (Chennai)
🏢 TalentOla
📍 Chennai