19 Aug
|
Qualcomm
|
Bengaluru
19 Aug
Qualcomm
Bengaluru
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 OS’s 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
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 OS’s 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 cooperative workflows, branching strategies, and
contributing to open-source projects
Responsibilities
○ Fine-tune large language models using custom content (documents,
data, etc.).
○ Articulate and document solutions architec
📌 AI / ML Engineer (Bengaluru)
🏢 Qualcomm
📍 Bengaluru