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Answer One Jobs (NOW HIRING)

You will not simply answer one-off legal questions; you will help design the policies review processes, escalation pathways, and business-facing guidance that allow Reflection to move quickly while ...

The Product Validation team exists to answer one question: "Is this system safe, reliable, and ready for real-world missions?" We validate autonomous vehicles across simulation, hardware in the loop ...

Health Department Intern

Wauwatosa, WI · On-site

$14.75 - $19.75/hr

Yes * No 10 If you answered "yes" in the last question, please answer: 1. Do you have a certain number of hours you need to complete? If so, what?2. List any school or program requirements.3. Are ...

Sales Manager

Charlotte, NC · On-site +1

$115K - $130K/yr

Instead of a lengthy motivation letter, just answer one simple question in the "Message to Hiring Manager" section when submitting your application: * What is the name of the main sorting machine at ...

Be Seen First

Following up consistently -- not once, not twice, but until you have a clear answer, one way or another. * Building real client relationships -- remembering names, situations, and details that make ...

Sales Manager

Charlotte, NC · Remote

$115K - $130K/yr

Instead of a lengthy motivation letter, just answer one simple question in the "Message to Hiring Manager" section when submitting your application: * What is the name of the main sorting machine at ...

CFOs are turning to us to answer one of the most important business questions of this decade, and we're scaling fast to meet the moment. About the Role The office of the CEO is where the most ...

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Answer ONE information

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How much do answer one jobs pay per hour?

As of Jul 16, 2026, the average hourly pay for answer one in the United States is $17.30, according to ZipRecruiter salary data. Most workers in this role earn between $14.42 and $19.23 per hour, depending on experience, location, and employer.

What are some common challenges faced by professionals in the Answer One role, and how can they overcome them?

Professionals in the Answer One role often encounter the challenge of balancing high volumes of inquiries with providing accurate and timely responses. Staying up-to-date with evolving company policies and product details is crucial, as information can change frequently. Effective communication skills and strong organizational habits help manage these demands. Collaborating closely with team members and utilizing knowledge management systems can further support success in this fast-paced environment.

What are the key skills and qualifications needed to thrive as an Answer One, and why are they important?

I'm sorry, but 'Answer One' does not appear to be a recognized real-world professional occupation, so I cannot provide relevant skills and qualifications for this role.
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What cities are hiring for Answer One jobs? Cities with the most Answer One job openings:
What states have the most Answer One jobs? States with the most job openings for Answer One jobs include:
What job categories do people searching Answer One jobs look for? The top searched job categories for Answer One jobs are:
Infographic showing various Answer One job openings in the United States as of July 2026, with employment types broken down into 29% Full Time, and 71% Part Time. Highlights an 86% In-person, and 14% Remote job distribution, with an average salary of $35,976 per year, or $17.3 per hour.
Verification & Validation Data Scientist

Verification & Validation Data Scientist

shrm

Alexandria, VA • Hybrid

$110K - $135K/yr

Other

Medical, Dental, Vision, Retirement

Posted 8 days ago


Job description

Summary

This role exists to answer one question independently: do the synthetic-audience and automated systems actually perform as claimed? It is a verification-and-validation function drawn from data science, closer to model validation, ML evaluation, and the independent V&V discipline used in regulated and safety-critical software than to market research. The V&V Data Scientist will design and run the evaluation that benchmarks system output against ground-truth data, owns the accuracy metrics and error bounds, and certifies fitness for use, working independently of the engineer who builds the models. The separation of duties is the point: the builder does not grade their own work.

Responsibilities
  • Design and run the independent validation methodology: benchmark synthetic-audience and automated output against real panel holdout and other ground-truth data.
  • Own the evaluation metrics, test harness design, and reported accuracy bounds; quantify where each system is and is not reliable.
  • Certify fitness for use, translate results into clear “validated for this use / not validated for that use” determinations.
  • Operate independently of the AI/Synthetic Engineer: verify the models and pipelines AI/Synthetic Engineer builds without having built them.
  • Monitor for model and data drift over time; re-validate as models, prompts, and source data change.
  • Maintain the audit trail and evidence base that supports the function’s credibility with stakeholders and any external auditor.
Education & Experience RequirementsEducation·         Bachelor’s degree in computer science, mathematics, or engineering or relevant equivalent experience in lieu of degree.  Master’s degree preferred.Experience
  • Seven (7) or more years in data science, model validation, ML evaluation, or an independent V&V / QA function.
  • Demonstrated experience independently validating models or systems against ground-truth data, evaluation design, benchmarking, and error analysis.
Certifications - NAKnowledge, Skills & Abilities
  • Strong applied statistics and metrics design; fluency in accuracy, bias, calibration, and uncertainty quantification.
  • Working understanding of LLMs and synthetic-respondent systems and their failure modes — enough to test them rigorously.
  • Independence and rigor: the temperament to challenge results and withhold sign-off, including from colleagues’ work.
  • Clear communication: able to tell a non-technical executive, with evidence, why a result can or cannot be trusted.
  • Ability to effectively leverage artificial intelligence (AI) tools and technologies to streamline workflows, enhance productivity, and improve overall work quality.
  • Familiarity with survey/behavioral data as a validation target preferred.
 Physical Requirements

This position operates in a typical office environment (which includes a home office setting) and requires the ability to perform essential job functions with or without reasonable accommodation. Physical requirements may include:

  • Prolonged periods of sitting at a desk and working on a computer.
  • Frequent use of hands and fingers for typing, handling documents, and using office equipment.
  • Occasional standing, walking, bending, and reaching.
  • Ability to lift and carry up to 30 pounds as needed.
  • Clear verbal and written communication skills for effective interaction with colleagues and stakeholders.
Work EnvironmentHybrid Schedule (3 Days In-Office/2 Days Remote)

This position follows a hybrid work schedule, with Tuesday through Thursday in office and Monday and Friday remote.  Employees must be available during standard business hours, with core hours beginning between 8:00–9:00 a.m. and concluding between 5:00–6:00 p.m. local time.

Travel:  Occasional 0 – 10%

#LI

The hiring range for this position is $110,000 to $135,000 per year. This range is an estimate, and the actual salary may vary based on the candidate's experience, skills, and qualifications. SHRM offers a competitive and comprehensive total rewards package. The benefits for this position include professional growth and development, health, dental, vision, well-being, health savings, flexible spending, retirement, open leave, and annual discretionary bonus and incentives.


SHRM logo

About SHRM

Sourced by ZipRecruiter

SHRM, the Society for Human Resource Management, creates better workplaces where employers and employees thrive together. As the voice of all things work, workers and the workplace, SHRM is the foremost expert, convener and thought leader on issues impacting today's evolving workplaces. With nearly 325,000 members in 165 countries, SHRM impacts the lives of more than 235 million workers and families globally.

Industry

Human resources consulting services

Company size

201 - 500 Employees

Headquarters location

Alexandria, VA, US

Year founded

1948

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