Talent Assessment Specialist — CV & Interview Reviewer

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We help freelancers discover projects, build a reusable proof-of-work profile, and grow long-term freelance careers doing the human work that teaches AI systems.

Why AI training work matters

AI training (data labeling and human feedback) is the human side of modern AI. Contributors annotate data, evaluate model outputs, and provide judgments that shape how models behave. This work is flexible, often remote, and a fast-growing way to join the tech ecosystem.

About the role

OpenTrain AI is hiring a Talent Assessment Specialist to support hiring operations by reviewing candidate CVs and recorded AI-conducted interviews. You will evaluate qualifications against role requirements, identify inconsistencies or red flags, verify details when needed, and write clear reviewer notes and recommendations that help hiring teams make consistent decisions.

• Position type: Contractor, part-time.
• Minimum time commitment: 20+ hours per week.
• Location: Applicants must be located in Bangladesh (BD).
• Pay: $4 USD per hour.

What you'll do day-to-day

You will apply objective, structured evaluation criteria to candidate materials and recorded interviews. Work is a mix of focused review, short research to verify claims, and concise written feedback.

• Review CVs and recorded AI-conducted interviews for technical and non-technical roles.
• Assess qualifications, skills, seniority, and career progression against job descriptions.
• Detect missing information, inconsistencies, suspicious indicators, and other red flags.
• Verify candidate information using professional profiles and supporting materials when necessary.
• Produce concise reviewer notes, ratings, and clear recommendations that support consistent hiring decisions.

Requirements

Candidates must meet the core requirements below. OpenTrain values careful, impartial reviewers who follow guidelines and communicate clearly.

• Education: Bachelor's degree or higher in any discipline.
• Experience: Background in CV screening, recruitment support, interviewing, talent evaluation, or hiring operations.
• Skills: Strong analytical and observational skills, excellent attention to detail, and the ability to make objective, fair, and consistent judgments.
• Language: Fluent English with excellent written communication.
• Equipment: Personal laptop or computer capable of reliably completing evaluation tasks.
• Availability: 20+ hours per week (part-time contractor).
• Location: Must be based in Bangladesh (BD).

Helpful background and who should apply

You should apply if you enjoy structured evaluation work, can synthesize information quickly, and write tight actionable feedback. Prior experience supporting hiring decisions for both technical and non-technical roles is a plus but not strictly required beyond the stated experience areas.

• Preferred: experience assessing candidates for roles in engineering, product, or operations.
• Good fit: former recruiters, hiring coordinators, HR operations staff, or experienced hiring managers who want flexible, remote contract work.

Compensation, data type, and outputs

This contract role pays $4 USD per hour. The work is text-focused: you will analyze CVs and interview recordings and produce evaluation ratings and reviewer notes as the primary outputs.

• Payment type: hourly contract, $4 USD/hour.
• Data type: TEXT; label type: EVALUATION_RATING.
• Employment types: Contractor, Part-time.

How the process works

Apply through your OpenTrain profile. Selected reviewers receive onboarding and evaluation rubrics, review tasks via the platform, and submit concise written feedback and ratings for each candidate. We expect reviewers to follow guidelines carefully and deliver consistent, objective evaluations.

• Onboarding will cover evaluation criteria, examples, and reporting format.
• Work is assigned through OpenTrain; you manage your schedule within the 20+ hrs/week expectation.