ML Software Engineer Intern - AI/CAD Integration
ML Software Engineer Intern - AI/CAD Integration
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1 Vacancy
Job Description
Are you passionate about applying machine learning to transform the future of semiconductor design At Falcomm we are on a mission to revolutionize semiconductor technologies by integrating AI-driven solutions into the design and development of our energy-efficient power amplifier products. As a ML Software Engineer Intern in AI/CAD Integration you will collaborate with our team of experts to develop and deploy AI/ML models that enhance CAD workflows automate design processes and accelerate innovation in RFIC design. This role offers a unique opportunity to work at the intersection of software engineering machine learning and semiconductor design contributing directly to tools and methodologies that drive next-generation hardware solutions.
We are seeking an intern who thrives in a fast-paced environment is eager to tackle complex technical challenges and is motivated to turn AI research into practical engineering solutions. If you have a strong foundation in machine learning software development and a desire to apply these skills to advance semiconductor innovation we invite you to join us. At Falcomm your creativity and technical expertise will help shape energy-efficient technologies that set new industry standards.
Responsibilities
- Design and implement code for training/serving ML models in chip design workflows
- Automate creation of large datasets for training models
- Integrate ML models into existing chip design software infrastructure
- Write comprehensive tests and documentation
- Collaborate with engineers to understand model requirements and deployment needs
- Participate in code reviews and follow software engineering best practices
- Research and evaluate new technologies for ML model serving and deployment
Requirements
- Currently pursuing a degree in Computer Science Electrical Engineering or related field
- Strong Python programming skills with experience in scripting and automation
- Understanding of software engineering principles and code organization
- Experience with data processing libraries (pandas numpy scipy)
- Familiarity with machine learning frameworks (PyTorch TensorFlow scikit-learn)
- Basic understanding of file I/O data parsing and format conversion
- Experience with version control systems (Git) and collaborative development
Preferred Skills
- Exposure to CAD tools or EDA software (Cadence Synopsys Mentor Graphics etc.)
- Knowledge of chip design file formats (GDSII LEF/DEF Verilog SPICE)
- Experience with shell scripting (bash) and command-line tools
- Understanding of semiconductor design concepts
- Familiarity with Linux environments
- Experience with workflow automation and batch processing systems
- Knowledge of data visualization tools (matplotlib plotly) for design analysis
- Understanding of software testing frameworks and debugging techniques
Benefits
- Accrued Paid Time Off and Sick Leave
- Falcomm is an Equal Opportunity Employer; employment with Falcomm is governed on the basis of merit competence and qualifications and will not be influenced in any manner by race color religion gender national origin/ethnicity veteran status disability status age sexual orientation gender identity marital status mental or physical disability or any other legally protected status.
- Applicants wishing to view a copy of Falcomms Affirmative Action Plan for veterans and individuals with disabilities or applicants requiring reasonable accommodation to the application/interview process should notify Falcomm.
Required Experience:
Intern
Employment Type
Intern
