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Generalist sme_careers

Explosives & Energetic Materials Expert for AI Safety Audit

SME Careers • Remote

Education

Bachelor's

Type

Hourly

Pay Rate

$1–$100/hr

Listed

18d ago

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About this role

From the SME Careers listing

Description

SME Careers is hiring explosives and energetic materials professionals to audit how AI models respond to sensitive questions in the field. Each task gives you a user request and the answers three different models gave to it. You classify the request (benign, dual-use or adversarial), mark each answer as safe or unsafe and say why, rank the three against each other, and write the answer the model should have given. For dual-use requests you also note what makes it sensitive, what legitimate purpose it serves, and who should be able to get an answer.

The requests are realistic: what mining and blasting engineers, pyrotechnicians, propellant chemists, bomb technicians, investigators and occasionally bad actors actually ask. Some are ordinary professional questions that models wrongly refuse, and catching those matters as much as catching the dangerous ones.

Who we're looking for

Commercial blasting engineers and mining/quarry explosives specialists; military or police EOD and bomb technicians; energetic materials, propellant or pyrotechnics chemists; post-blast investigators and forensic examiners; explosives safety officers and regulators (ATF, HSE, DoD explosives safety, or equivalent). Usually a relevant degree or certification plus five or more years of hands-on professional experience. Experience writing incident reports, safety cases or expert opinions is a strong plus.

Before you apply

Open only to citizens or permanent residents of the US, UK, Canada, Australia, New Zealand and The European Union

Key responsibilities

  • Develop AI Training Content: Create detailed prompts in various topics and responses to guide AI learning, ensuring the models reflect a comprehensive understanding of diverse subjects.
  • Optimize AI Performance: Evaluate and rank AI responses to enhance the model's accuracy, fluency, and contextual relevance.
  • Ensure Model Integrity: Test AI models for potential inaccuracies or biases, validating their reliability across use cases.

Your profile

  • Bachelor’s degree or higher in Chemistry, Chemical Engineering, Materials Science, Energetic Materials, Explosives Engineering, Safety Engineering, Hazardous Materials Management, Environmental Health & Safety, or a closely related field; advanced degree or professional safety certification is a strong plus.
  • 3+ years of professional experience in explosives safety, energetic materials, hazardous materials safety, chemical safety, defense safety, industrial safety, EHS, regulatory compliance, risk assessment, technical safety review, or related work.
  • Strong understanding of explosives and energetic materials safety concepts, including hazard classification, sensitivity, compatibility, storage principles, transport considerations, environmental conditions, blast/fire risk, and safe handling frameworks.
  • Familiarity with safety documentation and frameworks such as Safety Data Sheets, GHS hazard communication, hazardous materials classification, SOPs, risk assessments, incident escalation procedures, and applicable safety/regulatory guidance.
  • Ability to review AI-generated explosives or energetic-materials content for technical accuracy, safety alignment, misuse risk, inappropriate specificity, hallucinated claims, and potentially dangerous procedural guidance.
  • Strong judgment in distinguishing between safe high-level educational or safety content and content that could enable unsafe handling, synthesis, acquisition, weaponization, evasion, or harmful experimentation.
  • Excellent written English skills, with the ability to provide clear, structured feedback explaining why a response is safe, unsafe, incomplete, misleading, or technically incorrect.
  • High attention to detail when reviewing terminology, hazard categories, material properties, units, risk assumptions, safety controls, storage/transport considerations, and emergency-response guidance.
  • Comfortable applying detailed project rubrics consistently across ambiguous or sensitive scenarios involving explosives, energetic materials, pyrotechnics, propellants, reactive chemicals, or hazardous mixtures.
  • Prior experience with AI safety, red-team review, model evaluation, content moderation, data annotation, technical QA, scientific review, EHS review, hazardous-materials review, or rubric-based evaluation is 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.

How long hiring takes

Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.

Within 2 weeks
~25%
Within 6 weeks
~60%
Within 3 months
~80%

Why this role

As a Explosives & Energetic Materials Expert for AI Safety Audit, consistent quality moves you off the task queue and onto SME Careers' internal ladder, first to Quality Analyst, then Project Manager. Payments run weekly through Deel, and you set your own hours in Generalist.

Skills and categories

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Common questions

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.

Do task-based AI training roles require an interview?

Most skip a live interview entirely and gate access through an automated assessment or qualification task instead. Where we've confirmed the specific requirement for this listing, it's called out above in What We Know About This Role.

What does task-based AI training work look like?

Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.

What does Generalist work look like for an Explosives & Energetic Materials Expert for AI Safety Audit?

Tasks here are scoped to Generalist, not generic labeling. As an Explosives & Energetic Materials Expert for AI Safety Audit, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Generalist) rather than following a one-size-fits-all rubric. If you don't have hands-on Generalist background, this is likely not the right listing to start with.

What specific skills does this listing call for?

AI Training and AI Safety are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.

How much does this specific role pay?

This listing is posted at $1–$100/hr, a per-task rate. The range reflects experience level and negotiated terms, not a placeholder, so where you land in it depends on your background and the assessment. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.

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.