Ai / Ml Engineer

Company: Qualcomm India Private Limited

Job Area: Engineering Group, Engineering Group > Software Engineering

General Summary: Experience and Qualifications: 5 to 10 years of experience applying AI and machine learning techniques to practical technology solutions. Expertise in ML, deep learning, TensorFlow, NLP, and Transformer architecture. Strong programming skills in Python, scripting, C/C++, with additional proficiency in Java as a complementary skill. Experience working with various target OSs like Android, Windows, Linux. Familiarity with deploying large language models (LLMs) and embedding model/sentence transformers in production use cases. Familiar with core machine learning model architecture and conventions, including CNNs, RNNs, Transformers, and ensemble methods. Thorough knowledge of basic algorithms, object-oriented design principles, and best practices. Ability to fine-tune large language models using custom content (documents, data, code). Ability to optimize Model inferences using techniques such as quantization, pruning, distillation while evaluating the runtime results on specific HW such as CPU, GPU, NPU etc. Proficiency in working with large-scale datasets, preprocessing, and creating appropriate data representations and applying concepts such as RAG, GGML to optimize results. Ability to keep up with newly released advances in AI/ML, toolsets, and architecture for both Edge and Cloud AI across multiple OSs and environments. Skilled in building and maintaining agentic workflows for autonomous AI systems, enabling goal-driven, adaptive behavior across complex tasks. Proficient in version control systems such as Git, with hands-on experience in collaborative workflows, branching strategies, and contributing to open-source projects