Gen AI Engineer – General Job Description
Job Summary :
We are looking for a highly skilled Generative AI Engineer to design, build, and optimize AI-driven solutions using LLMs, multimodal models, and modern AI frameworks. The ideal candidate will have strong experience in prompt engineering, model fine-tuning, and deploying AI applications that solve real business problems.
Key Responsibilities :
- Develop and implement LLM-based applications using models like GPT, Llama, Claude, etc.
- Design, test, and optimize prompts , retrieval workflows (RAG), and agent-based automation.
- Perform fine-tuning and model customization using proprietary or open-source datasets.
- Build AI pipelines integrating NLP, computer vision, or speech models where required.
- Collaborate with data engineers to prepare high-quality datasets for training and evaluation.
- Deploy AI models using cloud platforms (Azure / AWS / GCP) and containerization (Docker / Kubernetes).
- Monitor system performance, evaluate model accuracy, and implement continuous improvements.
- Ensure data privacy, security, and compliance when working with sensitive information.
- Document system designs, workflows, experimentation logs, and best practices.
Must-Have Skills :
Strong hands-on experience with LLMs (OpenAI, Azure OpenAI, Meta Llama, Mistral, etc.)Expertise in Python , NLP libraries (Transformers, LangChain, HuggingFace, etc.)Knowledge of RAG pipelines , embeddings, vector databases (Pinecone, FAISS, Chroma).Experience with API integrations , microservices, and building AI applications.Understanding of ML concepts : tokenization, model architectures, prompt optimization, evaluation metrics.Familiarity with MLOps tools (MLflow, Weights & Biases, Airflow, etc.)📩 Interested candidates, please share your resume at srinivasarao.arepalli@quesscorp.com