Job Description
Company:Qualcomm India Private Limited
Job Area:Engineering Group, Engineering Group > Machine Learning Engineering
General Summary:
As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Machine Learning Engineer, you will create and implement machine learning techniques, frameworks, and tools that enable the efficient discovery and utilization of state-of-the-art machine learning solutions over a broad set of technology verticals or designs. Qualcomm Engineers collaborate with cross-functional teams to enhance the world of mobile, edge, auto, and IOT products through machine learning hardware and software.
Minimum Qualifications:
Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
OR
Master's degree in Computer Science, Engineering, Information Systems, or related field and 3+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
OR
PhD in Computer Science, Engineering, Information Systems, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
Qualcomm Global SoC Machine Learning Research team in Bangalore is actively seeking candidates for positions for developing AI/ML based EDA solutions for SoC applications. These solutions will help Qualcomm create chips that deliver the best power, performance and area, while minimizing compute and designer effort. The ideal candidate has a MS or PhD in EE/ECE/CS, and 3-10 years of experience in building EDA tools and/or applying AI/ML techniques to complex optimization problems. Familiarity with optimization algorithms for VLSI problems such as placement, routing, timing analysis and power optimization is a strong plus. The most important attributes for this role are strong inter-personal and communication skills, ability to work with a global team, a positive attitude and intellectual curiosity.
Description:
- Work with internal customers to understand the SoC design problem and translate into specification of software, algorithms and AI/ML models that need to be built
- Design and develop high-performance optimization algorithms and AI/ML solutions
- Test and deploy software implementations of these solutions, and incorporate customer feedback into improving the solutions
Skills:
- SW engineering, UNIX, Python, C/C++, git, docker
- Graph algorithms, combinatorial algorithms, optimization
SOC domain and AI/ML background are a strong plus
Job Classification
Industry: IT Services & Consulting
Functional Area / Department: Engineering - Software & QA
Role Category: Quality Assurance and Testing
Role: Blockchain Quality Assurance Engineer
Employement Type: Full time
Contact Details:
Company: Qualcomm
Location(s): Bengaluru
Keyskills:
artificial intelligence
algorithms
python
c++
c
eda
sw
soc
hardware engineering
aiml
engineering
docker
routing
git
optimization
software engineering
vlsi
eda tools
unix
system engineering
communication skills
ml
Staff Engineer- AI/Machine Learning R&D
