About Us

2une (pronounced ‘tune’) is a PhysicsWallah company building the data and human infrastructure for frontier AI.

We bring together high-quality real-world data, domain experts, and scalable human intelligence to help AI companies train, evaluate, and improve their models. From expert reasoning and human feedback to voice, medical, multimodal, and physical AI data, 2une enables frontier AI companies to access the people and data they need at scale.

About the role

Healthcare AI is only as good as the data it learns from, and today very little of that data is in Gujarati. As a Medical Transcriber, you will help change that. You will listen to real medical conversations and dictations in Gujarati, often mixed with English, and turn them into accurate, structured transcripts that train speech-to-text systems for doctors and patients.

This is a chance to put your medical knowledge and your mother tongue to work in one of the fastest-growing fields in technology, entirely from home. You will be trained by domain experts before you start, so you will know exactly what good work looks like from day one.

What You Will Do

- Transcribe medical audio – convert Gujarati and Gujarati–English conversations, consultations and dictations into accurate text, following clear project guidelines.
- Get the medicine right – capture medical terms, drug names, dosages, procedures and abbreviations correctly.
- Label the audio – tag speakers, background noise, unclear speech and other non-speech events.
- Review and improve – check and correct transcripts, including AI-generated ones,



and help raise overall quality.
- Deliver consistently – meet quality and productivity targets and act on feedback from reviewers.

Why You Will Enjoy This Role

- Work from anywhere – fully remote, with no commute.
- Use what you know – your medical background and Gujarati fluency are exactly what this work needs.
- Learn from experts – structured training on medical transcription for AI before you begin.
- Build a future-ready skill – AI data work is a growing career path, and this experience counts.
- Make a real impact – help build healthcare technology that works for Gujarati speakers.
- Grow with us – solid performers will be considered for future projects and larger responsibilities.

What We Are Looking For

- Native Gujarati speaker, fluent in reading, writing and typing Gujarati script
- At least 1 year of experience as a medical transcriptionist, or has a pharmacy or paramedical background
- Good working knowledge of medical English and terminology
- Strong attention to detail and good time management
- Basic computer skills and comfort with web-based tools

Good to Have

- Experience in speech data annotation or medical scribing
- Familiarity with eScription, Fluency, Express Scribe or similar tools
- Medical transcription certification
- Exposure to regional Gujarati dialects (Kathiawadi, Surati, Kutchi)

Work Setup

- Monday to Saturday (10 AM -7 PM)
- Your own laptop, headphones and a stable internet connection
- Selection through a short training program and qualification test

📌 Medical Transcriber – Gujarati Native (India)
🏢 2une by PhysicsWallah
📍 India