FactEntry - AI/ML Engineer

AI & ML Engineer

Department : Data Science / AI Innovation Lab

Location : Vellore, India

Experience : 3-6 Years

Job Type : Full-time

Job Summary :

- Work with and implement cutting-edge Generative AI applications, including hands-on development and fine-tuning of Large Language Models (LLMs) like GPT, and frameworks like Stable Diffusion.

- Utilize and implement generative frameworks such as LangChain to build complex AI applications and workflows.

- Collaborate with data scientists and other engineers to understand business requirements and translate

them into effective, scalable AI/ML solutions.

- Contribute to the entire lifecycle of AI/ML solutions, from data preparation and feature engineering to model training, deployment, and continuous monitoring.

- Research and experiment with new AI/ML technologies, algorithms, and approaches to continuously improve solution performance and capabilities.

Required Skills & Qualifications :

- 3-6 years of experience as an AI & ML Engineer.

- Strong programming skills in Python, with hands-on experience in libraries like NumPy, Pandas, and Scikit learn.

- Proficiency in classical ML algorithms (e.g., regression, classification, clustering, tree-based models, Naive Bayes, SVM).

- Experience with LLM frameworks and APIs like OpenAI API, Hugging Face, and LangChain.

- Understanding of transformer architecture, Natural Language Processing (NLP) concepts, embeddings, and tokenization.

- Familiarity with REST API development using frameworks like FastAPI or Flask.

- Exposure to cloud platforms (AWS/GCP/Azure) and containerization technologies like Docker/Kubernetes.

Preferred / Nice to Have :

- Exposure to image/audio/video generation using models like DALLE, Stable Diffusion, or Whisper.

- Familiarity with Retrieval Augmented Generation (RAG), LLMOps, and vector stores (e.g., FAISS, Pinecone, Weaviate).

- Knowledge of MLOps pipelines, model monitoring, and CI/CD practices for machine learning projects.