Bengali Generalist Evaluator Expert

Mercor is seeking a Bengali Audio Generalist Evaluator Expert to contribute to a high-impact audio AI research project with a leading research lab. In this role, you will work on transcription, annotation, and evaluation tasks that help train and benchmark advanced language models.

This is a short-term, structured engagement ideal for candidates with strong academic or analytical backgrounds who are fluent in Bengali and English and enjoy translating complex audio and visual information into precise, well-structured text.

Job Responsibilities

Transcribe and Optimize Audio & Video

• Listen to, analyze, and transcribe audio and video content in Bengali, following detailed constraints and instructions.

• Produce high-quality written outputs in Bengali, with supporting work in English when required.

• Ensure clarity, accuracy, and strict adherence to formatting and stylistic guidelines.

• Capture nuances such as tone, intent, and regional language variations where relevant.

Define and Document Evaluation Standards

• Establish clear expectations for correct and high-quality responses in general consumer audio contexts.

• Develop detailed evaluation rubrics and grading guidelines in Bengali and English.

• Document standards to ensure consistency across reviewers and model evaluations.

• Identify edge cases, ambiguities, and linguistic complexities specific to Bengali.

Conduct Model Testing and Grading

• Run prompts through language models and assess generated outputs.

• Evaluate responses against predefined criteria for accuracy, completeness, fluency, and instructional clarity.

• Provide structured feedback to improve model performance in Bengali audio tasks.

Support Benchmarking and Quality Assurance

• Participate in QA and review cycles to ensure tasks, rubrics, and outputs meet Mercor’s quality bar.

• Maintain consistency and reliability before datasets are integrated into official benchmarks.

• Collaborate with project leads to resolve ambiguities and improve task design.

Minimum Qualifications

• Strong writing, editing, and critical thinking skills.

• Ability to work independently, manage time effectively, and meet deadlines.

• Native or near-native fluency in Bengali (spoken and written) and professional fluency in English.

• Ability to accurately transcribe and analyze Bengali audio content across general consumer contexts.

• Available to commit 10–20 hours per week.

Preferred Qualifications

• College students or recent graduates.

• Background in linguistics, humanities, social sciences, journalism, or technical disciplines.

• Prior experience with transcription, annotation, localization, evaluation, or research workflows in Bengali.

• Familiarity with dialectal variations, regional speech patterns, and contemporary usage in Bengali.

• Interest in AI, language models, or applied research environments.

Application & Onboarding Process

• Complete a short AI-led interview (approximately 15 minutes).

• If selected, you will be onboarded and invited to begin project work.

Additional Role Details

• Work in a structured, goal-oriented project environment with clear tooling, guidelines, and support.

• Gain hands-on exposure to real-world AI research and evaluation workflows.

• Contribute directly to benchmarking and improving advanced multilingual language models.