H-1B Visa ML Engineer Jobs
ML Engineer roles qualify as H-1B visa specialty occupations because they require at least a bachelor's degree in computer science, statistics, or a related field. Most ML positions fall under SOC code 15-2051 (Data Scientists) or 15-1256 (Software Developers), which affects your prevailing wage level and LCA filing. Cap-subject H-1B registration opens each March for an October 1 start date.
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INTRODUCTION
Must Have Technical/Functional Skills
Builds, trains and tunes machine learning models. Translates data science experiments into scalable, production-ready ML solutions.
ROLE
Key Responsibilities –
- Translate data science prototypes into production-grade ML services and pipelines.
- Build training and inference code with reproducibility, versioning, and automated testing.
- Implement scalable model serving (online/offline), batching, and latency/throughput optimization.
- Integrate model lifecycle tooling (tracking, registry, deployment automation, monitoring).
- Collaborate with Data Engineering on feature pipelines and data contracts.
- Own production health: drift detection, performance regression, rollback strategies, and incident response.
BASIC QUALIFICATIONS
- 5+ years software engineering with 2+ years shipping ML models to production.
- Strong Python skills and experience with ML frameworks (TensorFlow/PyTorch).
- Experience with containers and orchestration (Docker/Kubernetes) and API development.
- Understanding of ML system design (data leakage, training-serving skew, drift).
- CI/CD and DevOps practices applied to ML workloads (MLOps).
COMPENSATION
- Salary Range: $100,000 - $120,000 a year
TCS Employee Benefits Summary:
- Discretionary Annual Incentive.
- Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
- Family Support: Maternal & Parental Leaves.
- Insurance Options: Auto & Home Insurance, Identity Theft Protection.
- Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
- Time Off: Vacation, Time Off, Sick Leave & Holidays.
- Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
LOCATION
Location: Eden Prairie, MN
DESIRED SKILLS
Machine Learning
DESIRED CANDIDATE PROFILE
Qualifications: BACHELOR OF COMPUTER SCIENCE
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Get Access To All JobsTips for Finding H-1B Visa Sponsorship as a ML Engineer
Map your degree to SOC codes
ML Engineer roles get filed under different SOC codes depending on the employer, most use 15-2051 or 15-1256. Pull your target SOC from O*NET before interviews so you can confirm your degree field aligns and anticipate any specialty occupation scrutiny.
Verify prevailing wage before negotiating
Use the OFLC Wage Search to look up the Level I through Level IV wage for your SOC code and work location before you accept an offer. Your employer's LCA must certify a wage at or above that threshold, and it affects what they can legally pay you.
Target employers already filing LCAs for ML roles
Search Migrate Mate to filter for employers with verified H-1B LCA filing history specifically for ML and data science roles. That filing record tells you the employer knows the process and has done it for your job type before.
Ask whether the employer is cap-exempt
Universities, nonprofit research institutions, and certain government-affiliated entities are cap-exempt, meaning your H-1B can start any time of year without waiting for the October 1 cap date. If you're open to those employers, your timeline compresses significantly.
Request premium processing if your start date is tight
USCIS offers premium processing on I-129 petitions, which guarantees a 15-business-day adjudication window. If you're transferring from OPT or a prior H-1B and your authorization gap is narrow, confirm early whether your employer will pay for it.
Document project scope and model ownership clearly
USCIS RFEs for ML Engineer petitions frequently challenge whether the role truly requires a specialized degree rather than general coding skills. Collect evidence showing you own model architecture decisions, not just implementation tasks, to support the specialty occupation case.
H-1B Visa ML Engineer: Frequently Asked Questions
Does an ML Engineer role qualify as a specialty occupation for H-1B purposes?
Yes, provided the position requires at least a bachelor's degree in a directly related field such as computer science, mathematics, or statistics. Roles focused on model research, algorithm design, or applied machine learning typically satisfy the specialty occupation standard. Roles that only require general programming skills with no field-specific degree requirement can face RFEs, so the job description needs to be precise about degree requirements.
Which SOC code do employers typically use when filing H-1B petitions for ML Engineers?
Most employers file under 15-2051 (Data Scientists) or 15-1256 (Software Developers and Software Quality Assurance Analysts). The choice affects the prevailing wage level your employer must certify on the LCA. You can look up both codes on O*NET to see which job zone and education requirements best match your role's actual duties before your employer submits the LCA to DOL.
How do I find employers who have actually sponsored H-1B visas for ML Engineer roles before?
Migrate Mate surfaces employers with verified DOL Labor Condition Application filing history filtered by occupation code, so you can see which companies have filed LCAs for ML and data science roles specifically. Checking LCA history is more reliable than asking recruiters, because it shows actual filings rather than stated willingness to sponsor.
Can I switch ML Engineer jobs while on H-1B status without losing my place in line?
Yes. Under AC21 portability, if your I-140 has been approved for at least 180 days and your new role is in the same or a substantially similar occupational classification, you can port your priority date to the new employer's petition. Your new employer still needs to file a new H-1B transfer petition before your current authorization ends, and you can start the new job once that petition is received by USCIS.
What documentation should I prepare before an employer files my H-1B petition as an ML Engineer?
You'll need your academic transcripts and degree certificates, any credential evaluations if your degree is from outside the U.S., a current resume detailing your project responsibilities, and any publications or patents that support your specialty. Your employer's attorney will also need your passport, current I-94 record, and prior immigration documents. Having these organized before the attorney engagement starts reduces delays significantly.