Software Development Engineer - Machine Learning Models (5-10 yrs)

Job Title : SDE- ML

Experience : 5+yr

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