{"id":732707,"url":"https://alion.io/job/falcomm-ml-software-engineer-intern-aicad-integration","title":"ML Software Engineer Intern - AI/CAD Integration","company":{"id":673289,"name":"Falcomm","domain":"falcomm.com","url":"https://alion.io/company/falcomm","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"D","score":47,"open_postings":18,"ghost_share":0.889,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-09-28T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Atlanta, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Git","optional":false},{"name":"Machine Learning","optional":false},{"name":"NumPy","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SciPy","optional":false},{"name":"TensorFlow","optional":false},{"name":"Linux","optional":true},{"name":"Matplotlib","optional":true},{"name":"Plotly","optional":true},{"name":"Verilog","optional":true}],"status":"live","first_seen_at":"2025-09-11T00:00:00Z","employer_posted_date":"2025-09-11","last_verified_at":"2026-09-28T13:45:55Z","board_verified":true,"closed_at":null,"days_open":383,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":382},"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.\nWe 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.\nResponsibilities\n Design and implement code for training/serving ML models in chip design workflows\n Automate creation of large datasets for training models\n Integrate ML models into existing chip design software infrastructure\n Write comprehensive tests and documentation\n Collaborate with engineers to understand model requirements and deployment needs\n Participate in code reviews and follow software engineering best practices\n Research and evaluate new technologies for ML model serving and deployment\n Requirements\nCurrently pursuing a degree in Computer Science, Electrical Engineering, or related field\nAvailability to work at least part-time starting in Fall 2026\nStrong Python programming skills with experience in scripting and automation\nUnderstanding of software engineering principles and code organization\nExperience with data processing libraries (pandas, numpy, scipy)\nFamiliarity with machine learning frameworks (PyTorch, TensorFlow, scikit-learn)\nBasic understanding of file I/O, data parsing, and format conversion\nExperience with version control systems (Git) and collaborative development\nPreferred Skills\nExposure to CAD tools or EDA software (Cadence, Synopsys, Mentor Graphics, etc.)\nKnowledge of chip design file formats (GDSII, LEF/DEF, Verilog, SPICE)\nExperience with shell scripting (bash) and command-line tools\nUnderstanding of semiconductor design concepts\nFamiliarity with Linux environments\nExperience with workflow automation and batch processing systems\nKnowledge of data visualization tools (matplotlib, plotly) for design analysis\nUnderstanding of software testing frameworks and debugging techniques\nBenefits\nCompetitive Salary \nSick Leave\nDISCLOSURE\nFalcomm 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.\nApplicants wishing to view a copy of Falcomm’s Affirmative Action Plan for veterans and individuals with disabilities, or applicants requiring reasonable accommodation to the application/interview process should notify Falcomm.\nTo conform to U.S. Government export regulations, including the International Traffic in Arms Regulations (ITAR) you must be a U.S. citizen, lawful permanent resident of the U.S., protected individual as defined by 8 U.S.C. 1324b(a)(3), or eligible to obtain the required authorizations from the U.S. Department of State.","description_format":"text","description_chars":3887,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","RF & Wireless Hardware","Analog & Power Semiconductors"],"lifecycle":[{"event":"open","at":"2026-09-11T10:11:59Z"}],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.126,"p_room":0.28,"age_days":382,"expected_fill_days":49,"reasons":["conf:4","stale_co","ghost","win:tail","crowd:junior"],"computed_at":"2026-09-28T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/falcomm-ml-software-engineer-intern-aicad-integration","json_url":"https://alion.io/job/falcomm-ml-software-engineer-intern-aicad-integration.json","meta":{"generated_at":"2026-09-29T00:06:48Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":65,"day_limit":5000,"remaining_today":4935,"minute_limit":60,"resets_at":"2026-09-30T00:00:00Z"}}}