H-1B Visa Data Infrastructure Engineer Jobs
Data Infrastructure Engineer roles rank among the most actively sponsored H-1B visa positions, with employers filing LCAs under SOC codes tied to database architecture, pipeline engineering, and distributed systems. Sponsorship is common at tech companies, financial institutions, and cloud-native startups that depend on scalable data infrastructure to operate.
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INTRODUCTION
At Ouster, we are pioneering the future of Physical AI. Our advanced vision algorithms and cutting-edge sensor hardware power the next generation of autonomous systems - from robots to smart infrastructure - building a safer and more efficient world.
The Sr. Data Infrastructure / Quality Engineering role will play a crucial part in architecting, building, and validating the cloud infrastructure and data loops that power our products for autonomy and physical AI customers from the ground up. You will build the foundation for scalable pipelines capable of handling the massive and chaotic nature of LiDAR data, along with multimodal field data ranging from raw multi-camera streams to GNSS/RTK, IMU, and vehicle odometry.
The Industrial Autonomy team is looking for a self-starter who can independently drive complex data systems from conception to completion with a high degree of autonomy, transforming raw, multi-sensor streams into robust, reproducible training datasets for our AI pipelines.
Responsibilities
- Design and develop robust cloud infrastructure, storage systems, and automated testing frameworks for AI training datasets and machine learning pipelines
- Own data infrastructure from concept through prototype architecture, data quality validation, and production-scale release
- Experience architecting and validating data lakehouse/warehouse systems, feature stores, and automated data governance frameworks to ensure data lineage, security, and reproducible training datasets
- Partner with SW and ML engineers to build and optimize sensor data ingestion, model/data/label versioning systems, cloud orchestration, and high-throughput pipeline architectures
- Develop automated data validation scripts, core ETL pipelines, infrastructure-as-code (IaC), and comprehensive regression testing suites
- Support pipeline deployments, continuous architectural iteration, and root cause analysis for data corruption, pipeline bottlenecks, or infrastructure failures
- Support data-tooling integration, automated data labeling workflows, and third-party vendor integration testing
- Contribute to pilot data deployments and field telemetry loops, incorporating learnings into future architectural designs
QUALIFICATIONS
- 8+ years of experience designing, building, and validating scalable cloud infrastructure and data pipelines
- Experience building and testing data systems to enterprise-grade standards capable of processing massive, unstructured datasets at a production scale
- Extensive knowledge of modern data infrastructure, cloud platforms, and data quality validation frameworks
- Experience ramping at least one core data platform from initial prototype to production release + supporting its long-term stability
PREFERRED EXPERIENCE
- Direct experience with autonomy, robotics, industrial equipment, or automotive data loops, specifically handling massive streams of multimodal vehicle telemetry and sensor data
- Experience building and validating active learning pipelines, continuous training infrastructure, and automated data curation systems
- Experience with data governance, safety-critical data validation frameworks, or compliance standards for autonomous systems
- Experience deploying and optimizing high-performance GPU cloud inference services, with specific expertise utilizing the NVIDIA architecture (e.g., Triton)
- Experience collaborating with data labeling services, including internal labeling, third-party labeling vendors, and integrating external annotation services
COMPENSATION
- The base pay will be dependent on your skills, work experience, location, and qualifications. This role may also be eligible for equity & benefits. ($140,000 - $200,000)
We acknowledge the confidence gap at Ouster. You do not need to meet all of these requirements to be the ideal candidate for this role.
Ouster is an Equal Employment Opportunity employer that pursues and hires a diverse workforce. Ouster does not make employment decisions on the basis of race, color, religion, ethnic or national origin, nationality, sex, gender, gender-identity, sexual orientation, disability, age, military status, or any other basis protected by local, state, or federal laws. Ouster also strives for a healthy and safe workplace, and prohibits harassment of any kind. Pursuant to the San Francisco Fair Chance Ordinance, Ouster considers qualified applicants with arrest and conviction records for employment. If you have a disability or special need that requires accommodation, please let us know.
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Get Access To All JobsTips for Finding H-1B Visa Sponsorship as a Data Infrastructure Engineer
Match your resume to LCA job titles
DOL LCA filings use specific job titles that may differ from how you describe your work. Align your resume to titles like Data Infrastructure Engineer or Data Platform Engineer to surface in employer H-1B searches and pass specialty occupation review.
Use OFLC Wage Search before negotiating
Pull the prevailing wage for your target SOC code and metro area using the OFLC Wage Search before any offer conversation. Your H-1B petition requires your salary to meet or exceed this figure, so knowing it upfront prevents offer-stage complications.
Filter employers by active LCA filing history
Search Migrate Mate to identify companies with verified LCA filings for data infrastructure roles. This filters out employers who express sponsorship willingness but have no documented filing history, saving you weeks in the interview process.
Verify your role qualifies as specialty occupation
USCIS requires that your position normally requires a bachelor's degree or higher in a directly related field. Review the O*NET profile for your SOC code before accepting an offer to confirm the job zone and education requirements support a specialty occupation determination.
Time your job search around the H-1B cap cycle
H-1B cap-subject petitions must be filed by April 1 for an October 1 start. If you're on OPT, target offers by January so your employer has time to prepare the petition, complete the LCA, and file before the registration window closes in March.
Confirm E-Verify enrollment for STEM OPT bridges
If you're bridging to H-1B on a STEM OPT extension, your employer must be enrolled in E-Verify as a condition of that authorization. Ask HR to confirm enrollment status before your OPT expires, not after an offer is signed.
H-1B Visa Data Infrastructure Engineer: Frequently Asked Questions
Do Data Infrastructure Engineer roles qualify as a specialty occupation for H-1B purposes?
Yes, in most cases. USCIS looks for roles that normally require at least a bachelor's degree in a directly related field such as computer science, information systems, or engineering. Data infrastructure roles typically meet this threshold because the work involves systems architecture and distributed computing that presupposes specialized academic training. Check the O*NET profile for your specific SOC code to confirm the job zone classification before your employer files.
Which industries sponsor H-1B visas most often for data infrastructure roles?
Technology companies, financial services firms, and large e-commerce platforms file the highest volume of H-1B LCAs for data infrastructure positions. Cloud infrastructure providers and data-intensive startups also sponsor regularly. You can browse employers with verified LCA filing history for these roles directly on Migrate Mate, which surfaces DOL disclosure data so you can target companies with a demonstrated sponsorship track record.
Can I switch employers mid-H-1B if I get a better data infrastructure offer?
Yes, H-1B portability under AC21 lets you change employers once your petition has been pending for 180 days or has been approved, as long as the new role is in the same or a similar occupational classification. Your new employer must file an H-1B transfer petition before your current status expires. Data infrastructure roles generally port cleanly as long as the new job duties remain within the same SOC code family.
What does the H-1B employer filing process look like for a data infrastructure role?
Your employer first files a Labor Condition Application with DOL certifying that your wage meets the prevailing rate for your SOC code and work location. Once the LCA is certified, typically within seven business days, they file Form I-129 with USCIS. For cap-subject petitions, the employer must also complete the online H-1B registration in March before filing. Premium processing is available if you need a decision within 15 business days.
How specific should my job title be on an H-1B petition for a data infrastructure role?
The job title on the LCA and I-129 should reflect what you actually do, not an aspirational or simplified label. Titles like Data Infrastructure Engineer, Data Platform Engineer, or Site Reliability Engineer can all support a specialty occupation finding, but the duties described must match the title. Vague titles paired with broad duty descriptions invite Requests for Evidence from USCIS, so precision in both the title and the job description matters.