Applied AI Engineer
Mohali, PuneFull-time3–6 yrsPosted 2 months ago
Mid-level data science role at Cogneesol in Mohali and Pune. Needs 3+ years.
About the role
Position Overview We are hiring a Machine Learning / AI Engineer with 3–6 years of experience designing and deploying AI systems in production environments. This role requires strong Python expertise, hands-on experience with generative AI architectures, and the ability to productionize LLM driven systems with reliability, observability, and cost efficiency in mind.
What you'll do
- Design and deploy Retrieval-Augmented Generation (RAG) pipelines using embedding models and vector databases such as FAISS, Pinecone, Weaviate, or Chroma
- Develop LLM-powered applications using frameworks such as LangChain, LlamaIndex, AutoGen, or similar orchestration frameworks
- Implement agent-based systems that support multi-step reasoning, tool invocation, and structured workflows
- Fine-tune or adapt models using techniques such as LoRA (Low-Rank Adaptation) and parameter-efficient fine-tuning (PEFT)
- Build structured output pipelines using schema validation and function-calling APIs
What you need
- Python
- LLMs
- MLOps
- PyTorch
- TensorFlow
- Machine learning
Good to have
- AWS
- GCP
- Azure
- Docker
- Kubernetes
- Microservices