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Software Engineering sme_careers

Data Architect

SME Careers Remote

Education

Any

Type

hourly

Pay Rate

$140/hr

Listed

42d ago

ℹ️ Job Reference ID

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DataArchitect-26-502

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About this Role

From the SME Careers listing

If you’re a senior Data Architect who thrives on precision, systems thinking, governance, and scalable data design, this is a unique opportunity to contribute directly to how the next generation of AI systems reason about complex enterprise data environments. We’re looking for experienced data architecture professionals ; in this role, you’ll challenge and evaluate advanced language models on Data Architect topics. Your work will help strengthen how AI systems analyze technical requirements, reason through architecture decisions, and communicate accurate guidance to technical and business stakeholders.

Key Responsibilities

  • Evaluate AI-generated responses for accuracy, completeness, clarity, and sound architectural reasoning across data architecture topics.
  • Challenge advanced language models with realistic Data Architect scenarios involving enterprise data platforms, governance models, integration patterns, and analytics ecosystems.
  • Review and refine AI-generated prompts, answers, explanations, and technical recommendations to ensure they reflect sound data architecture principles.
  • Provide structured feedback on model outputs, identifying gaps in reasoning, incorrect assumptions, architectural risks, or missing tradeoffs.
  • Assess whether AI responses appropriately address scalability, performance, security, compliance, data quality, and maintainability.
  • Shape AI communication standards for technical explanations, ensuring responses are clear, practical, and appropriate for data engineers, analysts, executives, and cross-functional stakeholders.
  • Support benchmarking efforts by helping define what strong, weak, and misleading AI-generated data architecture responses look like.
  • Create or review domain-specific evaluation tasks that test model understanding of data modeling, cloud architecture, data governance, and enterprise information management.

Your Profile

  • 4+ years of professional experience in data architecture, enterprise data strategy, data engineering leadership, or a closely related technical role.
  • Significant hands-on work with enterprise data platforms, cloud data warehouses, lakehouse architectures, data pipelines, metadata systems, and/or large-scale analytical environments.
  • Deep knowledge of conceptual, logical, and physical data modeling, including normalization, dimensional modeling, schema design, semantic layers, and data domain modeling.
  • Strong understanding of data governance, data quality, data lineage, privacy, security, master data management, and regulatory considerations in enterprise data environments.
  • Proven experience designing scalable data architectures across cloud platforms such as AWS, Azure, or Google Cloud, including modern data warehouses, data lakes, and orchestration patterns.
  • Demonstrated experience in translating business requirements into durable data architecture decisions, technical standards, platform recommendations, and implementation roadmaps.
  • Bachelor’s degree in computer science, information systems, data engineering, software engineering, mathematics, or a related field; advanced degree or relevant architecture certifications are preferred.

🌍 Geographic Availability This role is available to qualified experts globally. However, as a U.S.-based company, SME Careers complies with U.S. export control and sanctions regulations. Eligibility depends on your country of residence and any applicable trade restrictions. Some projects may have additional language or region-specific requirements.

💰 Pay Rate May Vary Based on Your Location Your actual compensation will be determined based on your location and local market conditions. See regional job listings for localized pay information, or the application process will clarify your specific rate.

If you're unsure whether you're eligible, proceed with the application—SME's screening will determine your jurisdiction status and applicable compensation.

Requirements

  • Advanced degree or strong hands-on professional experience in the domain
  • Ability to pass domain-specific qualification assessments
  • Eligible to create a verified account on Deel (for payments/compliance)
  • Proficiency in English (for instructions and feedback)
  • Available to applicants in 40+ countries

Why This Role

SME Careers treats Software Engineering expertise as a career asset, not a one-off gig. As a Data Architect, consistent high-quality work moves you up a real ladder: Data Trainer, then Quality Analyst, then Project Manager. Payments run weekly through Deel, and the schedule is entirely yours to set.

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Frequently Asked Questions

Does SME Careers offer a path for advancement?

Yes. SME Careers is unusual among AI training platforms for this: it publishes an explicit career ladder, Data Trainer, then Quality Analyst, then QA Lead, then Project Manager. Consistent, high-quality work is what moves you up it.

How does SME Careers pay freelancers?

Weekly, through Deel. Deel also handles tax compliance, which is how SME Careers pays contractors across more than 40 countries without running its own international payroll.

Is SME Careers work ongoing or project-based?

Project-based. Assignment duration and availability vary by project, but consistently high-quality work earns priority access to whatever comes next.

Is AI training work the same as traditional consulting?

No. Instead of client deliverables, you're given complex scenarios to evaluate: grading the AI's logic, correcting its hallucinations, and supplying expert-level reasoning it doesn't have on its own. The job is closer to teaching than consulting.

Why do these AI training roles pay so much?

Because general knowledge isn't what's being tested. The model already knows the basics; what it needs is expertise on edge cases, the rare, difficult, highly technical judgment calls only a senior professional in the field would make correctly.

What does the day-to-day workload look like for elite-expert AI training roles?

Slow and deep, not fast and repetitive. A single task can take 45-60 minutes of researching citations or verifying complex calculations. Quality is what's being measured here, not throughput.

What does Software Engineering work look like for a Data Architect?

Tasks here are scoped to Software Engineering, not generic labeling. As a Data Architect, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Software Engineering) rather than following a one-size-fits-all rubric. If you don't have hands-on Software Engineering background, this is likely not the right listing to start with.

What happens when I click Apply on this listing?

You'll be taken to SME Careers's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.

Who is behind SME Careers?

SME Careers is the expert talent division of SuperAnnotate, an AI data infrastructure platform, connecting domain experts with high-level AI training projects.