Machine Learning Compiler Engineer
Are you a talented and driven engineer with a passion for machine learning and compiler development? Are you looking for a challenging and innovative role at a leading technology company? Look no further! Qualcomm is seeking a highly motivated individual to join our team as a Machine Learning Compiler Engineer. In this role, you will be responsible for developing cutting-edge compiler solutions to optimize machine learning algorithms for our state-of-the-art processors. If you have a strong background in computer science, experience with machine learning frameworks, and a desire to push the boundaries of technology, we want to hear from you! Join us at Qualcomm and be a part of revolutionizing the future of machine learning.
- Develop innovative and efficient compiler solutions to optimize machine learning algorithms for Qualcomm's processors.
- Collaborate with cross-functional teams to understand the requirements and design solutions that meet the performance and efficiency goals.
- Stay updated with the latest advancements in machine learning frameworks and technologies, and implement them in the development of compilers.
- Conduct performance analysis and optimize the compilers to achieve the best possible results.
- Troubleshoot and resolve any issues encountered during the development and integration of the compilers with the processors.
- Conduct thorough testing and validation of the compilers to ensure their reliability and accuracy.
- Document the design, development, and testing processes for future reference.
- Continuously improve and enhance the compilers to keep up with evolving machine learning algorithms and technologies.
- Keep track of industry trends and advancements in machine learning and compiler development, and incorporate them into the development process.
- Communicate progress, challenges, and solutions to team members and management, and participate in team meetings and discussions.
- Adhere to project timelines and deliver high-quality work within the given deadlines.
- Adhere to company policies, standards, and procedures while developing the compilers.
- Mentor and provide guidance to junior engineers in the team.
Strong Programming Skills: A Machine Learning Compiler Engineer At Qualcomm Should Have A Strong Background In Programming Languages Such As C++, Java, And Python. They Should Also Have Experience With Software Development Tools And Debugging Techniques.
Deep Understanding Of Machine Learning Algorithms: The Ideal Candidate Should Have A Deep Understanding Of Various Machine Learning Algorithms, Such As Deep Learning, Reinforcement Learning, And Natural Language Processing. They Should Also Be Able To Implement And Optimize These Algorithms For Different Hardware Architectures.
Experience With Compiler Development: Qualcomm's Machine Learning Compiler Engineer Should Have Experience With Compiler Development, Including Knowledge Of Compiler Optimizations, Code Generation, And Performance Analysis. Familiarity With Llvm And Other Compiler Frameworks Is Also Desirable.
Knowledge Of Hardware Architectures: The Candidate Should Have A Strong Understanding Of Hardware Architectures, Including Cpus, Gpus, And Accelerators. They Should Be Able To Optimize Machine Learning Algorithms For Different Hardware Platforms And Have Experience With Parallel Programming.
Strong Problem-Solving Skills: The Role Of A Machine Learning Compiler Engineer At Qualcomm Involves Solving Complex Problems Related To Machine Learning And Compiler Development. Therefore, The Ideal Candidate Should Have Strong Analytical And Problem-Solving Skills, As Well As The Ability To Work Independently And As Part Of A Team.
Programming
Data Analysis
Algorithms
Machine Learning
Artificial Intelligence
Optimization
Embedded systems
Performance tuning
Code generation
Parallel Computing
Compiler Design
High-Level Synthesis
Communication
Conflict Resolution
Emotional Intelligence
Leadership
Time management
creativity
Attention to detail
Teamwork
Adaptability
Problem-Solving
According to JobzMall, the average salary range for a Machine Learning Compiler Engineer in San Diego, CA, USA is $100,000 - $150,000 per year. This can vary depending on the specific company, level of experience, and skillset of the individual. Some companies may offer higher salaries for more experienced engineers or those with specialized skills. Additionally, location and cost of living can also affect the salary range.
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Qualcomm Incorporated is an American multinational semiconductor and telecommunications equipment company that designs and markets wireless telecommunications products and services.
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