Software Development Engineer - Machine Learning Models

Job Title : SDE- ML Experience : 5yr Location : Gurugram Skills Set : Machine Learning Engineer, Generative AI projects, fine-tuning, RAG systems, LangChain, LlamaIndex, data handling (JSON/XML), Django/Flask, AWS SageMaker, legal/tax Work mode : Onsite Qualification : Any Job Responsibilities : - Design and develop machine learning and deep learning systems based on project requirements. - Fine-tune large language models (LLMs) for specific applications. - Develop and deploy MLOps pipelines and machine learning models. - Research and implement appropriate ML algorithms and tools. - Analyze and improve model performance through rigorous testing and optimization. - Develop an efficient Retrieval-Augmented Generation (RAG) system, including data indexing, chunking, retrieval and response generation. - Ensure data quality through verification and preprocessing techniques such as data cleaning. - Write robust backend code using Python. - Manage available resources, including hardware, data, and personnel, to meet project deadlines. Mandatory Skills : - Minimum 5 years of proven experience as a Machine Learning Engineer, with at least 2 years of hands-on experience in Generative AI (Gen-AI) projects. - Strong understanding of data structures, data modeling and software architecture. - Proficiency in writing clean and efficient code in Python. - Experience with machine learning frameworks such as Keras, TensorFlow and PyTorch and libraries like NumPy, Pandas, Matplotlib, Seaborn, OpenCV, and Scikit-Learn. - Hands-on experience in training deep learning models and hyperparameter tuning. - Expertise in fine-tuning LLMs for domain adaptation and instruction tuning. - Experience in RAG system development, including data indexing, chunking, retrieval, and response generation. - Proficiency in working with LangChain and LlamaIndex frameworks. - Experience handling JSON/XML data. - Excellent communication and problem-solving skills. - Strong analytical and critical-thinking abilities. Good to have skills : 1. Experience with Django or Flask frameworks. 2. Familiarity with AWS SageMaker and model deployment. 3. Familiarity with Legal and tax domains (ref:hirist.tech)

Location: in, IN

Posted Date: 5/1/2025