Green Card Cloud Data Engineer Jobs
Cloud Data Engineer roles qualify for EB-2 and EB-3 green card sponsorship through the PERM labor certification process, which permanently ties your residency to a U.S. employer rather than a temporary visa. Employers filing PERM must document recruitment efforts and certify that no qualified U.S. worker was displaced before sponsoring you.
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Location: Dallas, TX, United States
Date Posted: Oct 28, 2026
Director — Data, Cloud & AI Architecture
Private Equity Performance Improvement (PEPI) Technology, Alvarez & Marsal
Alvarez & Marsal (A&M) is a global consulting firm with over 10,000 entrepreneurial, action and results-oriented professionals in over 40 countries. We take a hands-on approach to solving our clients' problems and assisting them in reaching their potential. Our culture celebrates independent thinkers and doers who positively impact our clients and shape our industry. The collaborative environment and engaging work—guided by A&M's core values of Integrity, Quality, Objectivity, Fun, Personal Reward, and Inclusive Diversity—are why our people love working at A&M.
A&M's Private Equity Performance Improvement Services (PEPI) practice focuses on serving upper middle market and large cap private equity firms who have engaged A&M to help improve operating results at their portfolio companies ($50M–$1B+ revenue range).
Our PEPI services include:
- IT / Product / Engineering [Technology Services]
- CDD/Strategy
- Interim Management
- Merger Integration & Carve-outs
- Rapid Results
- Supply Chain
- CFO Services
How you will contribute
A&M's PEPI Technology group advises private equity investors and their portfolio companies on the technology decisions that move enterprise value. This role covers data and cloud architecture, including AI and ML readiness and risk. Depending on the engagement, you'll own that workstream inside a broader technology assessment, or run a focused data, cloud, and AI engagement day to day under a Senior Director or Managing Director.
Data, cloud-based technology systems, and the risks and opportunities of AI are making this part of our practice grow quickly. The work is hands-on, diagnostic and on compressed timelines. We value operational experience highly. You will have significant exposure to the Private Equity industry, smart and accomplished colleagues across the company, and a nearly limitless variety of technical systems.
- Own the data, cloud, and AI architecture workstream — Define data requests, review architecture and infrastructure artifacts, and reach a supportable view inside a business transaction timeline. On focused engagements, you will run the work day-to-day: direct the team, manage the client working relationship, align with other practice areas in the firm, and deliver the final product.
- Assess the architecture to determine if these technical systems support the business strategy and investment thesis, its costs and any risks. This includes scalability, extensibility, stability, technical debt, security posture, run-rate cost and its trajectory.
- Evaluate data quality and AI readiness — Determine what data exists, how it is governed, whether it represents business and/or financial opportunity, and the overall use of AI within client technology organizations and their products.
- Translate findings into financial and strategic terms — Translate findings and your point of view into terms non-technologists can understand, especially financial terms such as EBITDA impact, capex versus opex, time to value, and execution risk.
- Shape the analytical standard — A&M has deep experience codifying how engagements run. This role will help shape how those playbooks are adapted for this rapidly emerging area of client interest. Once defined, it runs as a productized offering with deliberately limited flex.
- Work closely with A&M colleagues — Be a constructive partner with colleagues across the Technology Services organization and many performance improvement teams. You will help evangelize how this type of analysis answers critical questions and be a trusted steward of shared client relationships. A hands-on colleague from pitch through final delivery.
Qualifications
- 10+ years in hands-on technology roles with depth in cloud and data architecture. You've designed, built, and operated these systems, and can speak to specific decisions you made regarding tradeoffs, investment, and stakeholder management.
- Education undergraduate degree in computer science, information systems, engineering, or a related technical field strongly preferred; MBA or advanced degree preferred
- Ability to reach a defensible conclusion on incomplete information under time pressure and defend it to executives with high standards for quality. Consulting experience preferred, not required.
- Direct experience with technical due diligence, especially exposure to pre-transaction analysis (buy or sell-side), post-merger integration, or the PE ecosystem.
- Experience designing, building, and leading enterprise-scale cloud data platform and modern data architecture initiatives, from discovery through delivery.
- Strong communicator who builds credibility quickly with internal relationships. Your default is to be a trusted partner to other A&M teams as much as to clients.
- Comfort executing a standardized methodology, and willingness to help shape it.
- AI/ML platform experience a plus: production model deployment, feature and data pipelines, or AI readiness assessment.
- Willingness to travel as engagements require.
- Experience working with private equity firms or PE-backed portfolio companies, with understanding of deal timelines, value creation plans, and exit preparation.
Compensation: $150,000 – $225,000 base salary annually, dependent on education, experience, skills, and geography, plus a discretionary bonus program based on individual and firm performance. Please ask your recruiter for details.
Your Journey at A& M
We recognize that our people are the driving force behind our success, which is why we prioritize an employee experience that fosters each person's unique professional and personal development. Our robust performance development process promotes continuous learning, rewards your contributions, and fosters a culture of meritocracy. With top-notch training and on-the-job learning opportunities, you can acquire new skills and advance your career.
We prioritize your well-being, providing benefits and resources to support you on your personal journey. Our people consistently highlight the growth opportunities, our unique entrepreneurial culture, and the fun we have together as their favorite aspects of working at A&M.
Benefits Summary
Regular employees working 30 or more hours per week are entitled to participate in Alvarez & Marsal Holdings' fringe benefits: healthcare plans, flexible spending and savings accounts, life, AD&D, and disability coverages, a 401(k) retirement savings plan with discretionary employer contribution, paid vacation, personal days, 72 hours sick time, 10 federal holidays, one floating holiday, and parental leave. The amount of vacation and personal days available varies based on tenure and role type.
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Culture & Values
At Alvarez & Marsal, our core values of Integrity, Quality, Objectivity, Fun, Personal Reward, and Inclusive Diversity guide everything we do, shaping a culture rooted in entrepreneurship, impact, and integrity. We trust our people to take ownership early, contribute to meaningful challenges, and drive results that matter. We empower growth and champion diverse perspectives. Above all, we value doing the right thing. For those ready to roll up their sleeves, lead with integrity, and be difference makers, this is where it starts.
Equal Opportunity Employer
It is Alvarez & Marsal’s practice to provide and promote equal opportunity in employment, compensation, and other terms and conditions of employment without discrimination because of race, color, creed, religion, national origin, ancestry, citizenship status, sex or gender, gender identity or gender expression (including transgender status), sexual orientation, marital status, military service and veteran status, physical or mental disability, family medical history, genetic information or other protected medical condition, political affiliation, or any other characteristic protected by and in accordance with applicable laws. Employees and Applicants can find A&M policy statements and additional information by region here.
Unsolicited Resumes from Third-Party Recruiters
Please note that as per A&M policy, we do not accept unsolicited resumes from third-party recruiters unless such recruiters are engaged to provide candidates for a specified opening. Any employment agency, person or entity that submits an unsolicited resume does so with the understanding that A&M will have the right to hire that applicant at its discretion without any fee owed to the submitting employment agency, person or entity.
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Get Access To All JobsTips for Finding Green Card Sponsorship as a Cloud Data Engineer
Align your credentials to EB-2 requirements
Cloud Data Engineer roles often qualify under EB-2 when the position requires a master's degree or a bachelor's plus five years of progressive experience. Document each promotion, scope expansion, and technology stack shift in writing before your employer files PERM.
Target employers with active PERM filing history
Search OFLC disclosure data for employers who have filed PERM certifications under SOC code 15-1243 or 15-1244 in the past two years. Consistent PERM activity signals an established sponsorship process rather than a first-time experiment.
Use Migrate Mate to find sponsoring employers
Filter Cloud Data Engineer roles by green card sponsorship history on Migrate Mate. This surfaces employers who have completed PERM filings for this specific occupation, cutting research time and surfacing opportunities that standard job boards don't label.
Verify your job description matches the PERM filing
PERM locks in the job duties described at the time of filing. If your actual responsibilities expand into areas like MLOps or real-time streaming that weren't listed, DOL may find a material change and require a new certification, restarting the clock.
Check the prevailing wage tier before accepting an offer
Use the OFLC Wage Search to confirm your offered salary meets the Level I through Level IV prevailing wage for your work location's MSA. Employers must pay at least the PERM-certified wage on the day you receive your green card, not just at filing.
Understand priority date backlogs before your I-140 files
For EB-3 filers born in India or China, priority date backlogs can extend the wait by years even after I-140 approval. Confirm your country's current cutoff date in the USCIS Visa Bulletin and factor that into your employment continuity planning.
Green Card Cloud Data Engineer: Frequently Asked Questions
Do Cloud Data Engineer roles qualify for EB-2 or EB-3 green card sponsorship?
Both categories apply depending on how the employer defines the position. If the role requires a master's degree or equivalent, EB-2 applies. If it requires a bachelor's degree and at least two years of experience, EB-3 covers it. The employer's PERM filing locks in the category, so reviewing the job description before signing an offer letter matters.
How does PERM green card sponsorship differ from H-1B for this role?
H-1B visa is a temporary status that requires renewal and is subject to an annual lottery. PERM-based green card sponsorship leads to permanent residency with no cap concerns at the EB-3 level for most nationalities. The trade-off is timeline: PERM certification alone takes six months to over a year, followed by I-140 adjudication and, depending on your birth country, a potential priority date wait before you can file for adjustment of status.
How can I find Cloud Data Engineer employers who actively sponsor green cards?
Migrate Mate lets you filter Cloud Data Engineer roles by employers with documented green card sponsorship history, including PERM filings under the relevant SOC codes. This is more reliable than filtering by 'visa sponsorship' checkboxes on general job boards, which often include only H-1B and not PERM-based sponsorship.
Can I switch jobs after my employer files my PERM or I-140?
Changing employers before PERM is certified restarts the entire certification process with the new employer. After your I-140 is approved and your priority date is more than 180 days old, AC21 portability lets you change to a same or similar occupational role without losing your priority date, provided your I-485 is already pending. Cloud Data Engineering roles generally satisfy same-or-similar criteria if the core data pipeline and infrastructure duties remain consistent.
What documentation strengthens a PERM filing for a Cloud Data Engineer?
DOL requires the employer to demonstrate that the position's minimum requirements are genuinely tied to business necessity, not inflated to exclude U.S. workers. For Cloud Data Engineers, that means job descriptions should map to a specific technology stack, platform, or architecture the team actually uses. Your transcripts, employment records, and any certifications in platforms like Spark, Kafka, or cloud providers help establish that your qualifications are legitimately required rather than incidentally preferred.