TN Visa ML Software Engineer Jobs
ML Software Engineer roles qualify for TN visa sponsorship under the USMCA's Computer Systems Analyst category, covering positions in machine learning infrastructure, model development, and AI research. Canadian citizens can apply at the border with no cap or lottery. Mexican citizens enter through consular processing with an annual allocation.
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INTRODUCTION
At Apple we believe our products begin with our people. By hiring a diverse team, we drive creative thought. By giving that team everything they need, we drive innovation. By hiring incredible engineers, we drive precision. And through our collaborative process, we build memorable experiences for our customers! These elements come together to make Apple an amazing environment for motivated people to do the greatest work of their lives. You will become part of a hands-on development team that sets the standard in cultivating excellence, creativity and innovation. Come help us design the next generation of revolutionary Apple products.
We are looking for a forward-thinking and unusually talented engineer. As a member of our dynamic group, you will have the rare and rewarding opportunity to craft and implement methodologies and solutions with a high impact on upcoming products that will delight and inspire millions of Apple’s customers every single day. In this role, you will be directly involved in our physical design machine learning efforts, collaborating right alongside our internal multi-functional teams, and using your expertise in machine learning and physical design to ensure that our SoCs achieve the optimal Power, Performance, and Area (PPA). We account for every nano watt, every nano meter, and every pico second.
DESCRIPTION
As a member of the physical design machine learning architecture team, you will be part of a dynamic team that is building the most efficient application processors on the planet, powering the next generation of Apple products.
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You will use your experience in physical design and machine learning to solve very hard and unique problems.
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Your work will directly impact vast areas of the flow including RTL design, logic synthesis, floor planning, power/clock distribution, place and route, timing/noise analysis, power/thermal analysis, voltage drop analysis, design for manufacturing/yield, and beyond.
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You will collaborate cross functionally with design, power, post silicon, CAD, software and machine learning teams in an engaging and rewarding environment.
MINIMUM QUALIFICATIONS
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Minimum BS and 10+ years of relevant industry experience.
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Experience with VLSI fundamentals, including physical design.
PREFERRED QUALIFICATIONS
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Experience with optimization algorithms, complex data structures and linear algebra.
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Practical experience and knowledge in advanced machine learning algorithms like GNNs, VAEs, transformers, diffusion models, LLMs.
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Excellent programming skills in Python and C/C++.
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Master's or PhD with relevant publications in Machine Learning and/or EDA algorithms.
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Excellent communication and organizational skills.
PAY & BENEFITS
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $181,100 and $318,400, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
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Get Access To All JobsTips for Finding TN Visa Sponsorship as a ML Software Engineer
Frame your credentials around systems analysis
TN visa classification for ML engineers falls under Computer Systems Analyst, not a standalone ML category. Your resume and degree documentation should emphasize systems design, algorithm development, and data pipeline architecture to match USCIS occupational requirements for the TN visa category.
Verify your degree field aligns with the role
CBP officers assess whether your degree in computer science, mathematics, or engineering directly supports the ML Software Engineer title. A degree in an unrelated field, even with strong experience, creates classification risk that a well-drafted support letter from your employer can help address.
Target employers with established TN filing workflows
Large tech companies and AI-focused research labs have immigration teams familiar with TN petitions. Ask during screening whether the company handles TN directly or outsources to outside counsel, since inexperienced HR teams often confuse TN with H-1B visa sponsorship processes.
Search for verified sponsoring employers on Migrate Mate
Use Migrate Mate to filter ML Software Engineer roles by employers with recent visa filings, signaling experience with work visa sponsorship. This cuts the time spent cold-applying to companies unfamiliar with visa processes or who may decline Canadian and Mexican applicants at the offer stage.
Get your offer letter TN-ready before the border
Canadian applicants entering at a port of entry need an offer letter that specifies job title, duties, salary, and employer details. A letter written for HR onboarding purposes often omits the specificity CBP requires, which triggers secondary inspection or outright denial.
Understand the Mexican TN consular timeline upfront
Mexican citizens apply through a U.S. consulate rather than at the border, and appointment availability varies significantly by location. Build at least six to eight weeks into your start date negotiation so appointment delays don't void your offer.
ML Software Engineer TN Visa: Frequently Asked Questions
Does an ML Software Engineer role qualify for TN visa status?
Yes, ML Software Engineer positions qualify under the Computer Systems Analyst category in the USMCA TN occupation list. Your job duties must center on analyzing, designing, and developing systems or models rather than purely manual coding tasks. Roles involving machine learning research, model training pipelines, and AI infrastructure consistently meet this standard when the offer letter is written accurately.
How does the TN visa compare to H-1B for ML Software Engineers?
The TN visa has no annual lottery and no cap for Canadian citizens, meaning you can secure status at a port of entry the same day your offer is accepted. H-1B requires entering a lottery with roughly a one-in-four selection rate and waiting up to a year before starting work. For ML engineers who are Canadian or Mexican citizens, TN is typically faster and more predictable than competing in the H-1B cap.
Can I switch ML Software Engineer employers on a TN visa?
Yes, but TN status is employer-specific. You cannot start working for a new employer until that employer issues a qualifying offer letter and you obtain new TN authorization, either at the border for Canadians or through a new consular appointment for Mexican nationals. There is no grace period for continued employment with the new employer while the prior TN remains valid.
Where can I find ML Software Engineer jobs that sponsor TN visas?
Migrate Mate is designed specifically for Canadian and Mexican professionals looking for TN-sponsoring roles. You can search ML Software Engineer positions filtered by employers who have established TN visa workflows, avoiding companies that advertise sponsorship but only process H-1B or that exclude TN applicants at the offer stage.
What documents does a Canadian ML engineer need to cross the border on TN?
You need a valid Canadian passport, a detailed employer offer letter specifying your title as a role within the Computer Systems Analyst category, your duties, and your compensation, along with proof of your qualifying degree. Transcripts or a credential evaluation are not always required but should be carried if your degree title does not obviously match computer science or a related engineering field.