Enterprise Operations Domain Analyst (English)

OpenTrain AI, Inc.; United Arab Emirates; Remote; AED 126,000 - 304,000; Part time

Job summary

OpenTrain AI, Inc. seeks an Enterprise Operations Domain Analyst to design expert scenarios and grading rubrics for evaluating AI models in supply chain, finance, and compliance.

This remote, contract, part-time role requires extensive enterprise operations experience and professional English fluency. The work focuses on creating reference solutions, detailed feedback, and clear evaluation standards to guide model development and auditing processes.

Qualifications

• 8 to 12 years of experience in enterprise operations, supply chain, finance, or compliance.
• Bachelor's degree required.
• Ability to work independently and asynchronously in a remote environment.
• Strong writing skills for technical explanations, reference answers, rubrics, and structured feedback.
• Experience reviewing, grading, editing, or giving structured feedback on technical work is helpful.
• Familiarity with SAP or Oracle supply chain systems, FP&A modeling, or compliance audits is a plus.

Responsibilities

• Design realistic scenarios and problem sets in supply chain, finance, and compliance.
• Write expert reference solutions that show accurate and complete answers.
• Create grading rubrics that distinguish correct, thorough work from weak responses.
• Evaluate AI-generated outputs for accuracy, depth, and practical domain judgment.
• Write structured feedback and technical explanations for evaluation standards.

Skills

Enterprise operations experience

Strong written communication

Remote/asynchronous collaboration

Education

Bachelor's degree

Tools

SAP

Oracle supply chain

FP&A modeling

Job description

Enterprise Operations Domain Analyst (English)

Create expert scenarios, reference answers, rubrics, and feedback that help evaluate AI models on supply chain, finance, and compliance work. This remote, flexible contract role requires strong enterprise operations experience and professional English fluency.

Remote Hourly pay

Hourly

Compensation

Contract, part-time

Engagement

Remote

Location

Posted

Open in 95 countries

• Netherlands
• Albania
• Algeria
• Antigua and Barbuda
• Armenia
• Australia
• Austria
• Bahamas
• Bahrain
• Belgium
• Benin
• Bhutan
• Bosnia and Herzegovina
• Botswana
• Brunei
• Bulgaria
• Canada
• Costa Rica
• Côte d’Ivoire
• Croatia
• Cyprus
• Czechia
• Denmark
• Ecuador
• El Salvador
• Estonia
• Ethiopia
• Finland
• France
• Gambia
• Germany
• Greece
• Guatemala
• Guyana
• Hong Kong
• Hungary
• Iceland
• India
• Indonesia
• Ireland
• Israel
• Italy
• Jamaica
• Jordan
• Kenya
• Kuwait
• Latvia
• Liechtenstein
• Lithuania
• Luxembourg
• Madagascar
• Malaysia
• Malta
• Mauritius
• Mexico
• Moldova
• Mongolia
• Morocco
• Mozambique
• Namibia
• Netherlands
• New Zealand
• North Macedonia
• Norway
• Oman
• Pakistan
• Panama
• Peru
• Philippines
• Poland
• Portugal
• Qatar
• Romania
• Rwanda
• Saint Lucia
• Senegal
• Serbia
• Singapore
• Slovakia
• Slovenia
• South Africa
• Spain
• Sri Lanka
• Sweden
• Switzerland
• Taiwan
• Tanzania
• Thailand
• Trinidad and Tobago
• Tunisia
• Türkiye
• United Arab Emirates
• United Kingdom
• United States
• Uzbekistan
• Vietnam

The work

You will help evaluate how AI models handle complex enterprise operations problems. Your work will focus on supply chain, finance, and compliance scenarios that reflect real professional tasks.

You will define what a strong answer looks like, assess model outputs, and explain your decisions in clear written feedback.

• Design realistic scenarios and problem sets in supply chain, finance, and compliance.
• Write expert reference solutions that show accurate and complete answers.
• Create grading rubrics that distinguish correct, thorough work from weak responses.
• Evaluate AI-generated outputs for accuracy, depth, and practical domain judgment.
• Write structured feedback and technical explanations for evaluation standards.

What it takes

The role description calls for substantial hands-on experience and strong written communication.

• 8 to 12 years of experience in enterprise operations, supply chain, finance, or compliance.
• Current or recent hands-on professional activity in a relevant field.
• Bachelor's degree required.
• Strong writing skills for technical explanations, reference answers, rubrics, and structured feedback.
• Ability to work independently and asynchronously in a remote environment.
• Relevant professional certifications are a plus.
• Experience reviewing, grading, editing, or giving structured feedback on technical work is helpful.
• Research publications, open-source contributions, or recognized work products in a relevant operations field are valuable.
• Familiarity with SAP or Oracle supply chain systems, FP&A modeling, or compliance audits is a plus.
• Part-time contract work requiring 20 or more hours per week.
• Open to candidates in the countries specified for this role, including the United States, Canada, the United Kingdom, Australia, India, and Singapore.

About AI training work

AI training is the human work behind modern AI systems. Contributors create examples, review model responses, and rate results so models can handle real tasks more accurately; experienced professionals are needed when the work depends on specialized judgment.