Qualcomm Staff Deep Learning & Generative AI Expert 

India, Telangana, Hyderabad 

834671559

Job Area:

Information Technology Group, Information Technology Group > IT Data Scientist

Minimum Qualifications

· 9 or more years of experience in applying AI and machine learning techniques to practical and comprehensive technology solutions.

· Proficiency in programming languages such as Python, Rust.

· Expert in ML, deep learning, TensorFlow, Python, NLP and Transformer architecture.

· Experience in deploying LLMs, embedding model/sentence transformers in production use cases.

· Deep understanding of Gen AI paradigms such as Retrieval Augmented Generation (RAG) architecture and prompt engineering techniques.

· Demonstrated expertise in natural language processing, machine learning, and statistical analysis.

· Thorough knowledge in basic algorithms, object-oriented and functional design principles, and best-practice patterns

· Experience in REST API development, NoSQL database design, and RDBMS design.

· Experience in fine-tuning a large language model using custom content (documents, data, code).

· Passion for technology and a commitment to staying abreast of industry trends and advancements.

· Experience with full-stack engineering and microservices architecture.

· Good understanding of Distributed systems, design and architecture.

· Experience with offline experimentation and A/B testing.

· Build, train, evaluate and optimize deep learning models using PyTorch, Keras

· Understanding of application development framework like LangChain, LlamaIndex, and knowledge of vector index, vector databases.

Responsibilities

· Work on functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures, in collaboration with an advanced engineering team and executive leadership.

· Fine-tune a large language model using custom content (documents, data, etc)

· Articulate and document the solutions architecture and lessons learned for each exploration and accelerated incubation.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.