Perle is an AI infrastructure company building expert-driven training data, evaluation systems, and applied AI products for the world's leading labs and enterprises. Our partners include xAI, Samsung, ELM, and Unisys. Headquartered in San Francisco with experts across more than forty markets, we specialize in the work that requires real human judgment: domain expertise, linguistic nuance, and cultural fidelity that generic data vendors cannot deliver.
Apply here: https://winnow.perle.ai/jobs/7d9926ac-55c2-4f45-878d-823a3422fe95
We are hiring expert Estonian transcribers to convert audio recordings of native speakers into precise, conventionally formatted written transcripts. The work powers speech recognition, dialogue, and evaluation systems for major AI labs. Audio ranges from clean studio recordings to natural conversational speech in real-world acoustic conditions.
You will be working at the level of expert linguistic judgment. This is not data entry. Decisions about orthography, code-switching, speaker attribution, disfluencies, and non-speech events shape the quality of every model trained on your output.
Standard Estonian (eesti keel) and its regional varieties (Northern and Southern Estonian, including Voro). Project audio reflects everyday speech with awareness of vowel quantity distinctions.
Primary speaker regions: Tallinn, Tartu, Narva, Parnu, Kohtla-Jarve.
Transcribe audio recordings into accurate, time-aligned written text following Perle's project-specific style guide
Apply correct conventions for speaker identification, overlapping speech, disfluencies, fillers, false starts, and non-speech events such as laughter, background noise, and music
Make principled orthographic decisions for dialectal, colloquial, and code-switched speech
Flag ambiguous segments, uncertain speakers, and audio quality issues using project conventions
Self-review every submission against Perle's quality bar before delivery
Engage with QA reviewers on edge cases, calibration sessions, and style guide updates
Native fluency in Estonian with lifelong residence or deep immersion in Estonia
Mastery of current Estonian orthography including vowel-length distinctions
Ability to distinguish Northern and Southern Estonian varieties
Strong ear for the three-way length contrast in Estonian phonology
At least two years of professional transcription, captioning, court reporting, broadcast, translation, or linguistic annotation experience
Demonstrated accuracy at the word level under deadline pressure
Comfortable with web-based annotation platforms and variable-speed audio playback
Reliable high-speed internet, quality headphones, and a quiet workspace
Ability to commit to defined volume per week during active project phases
Background in Finno-Ugric linguistics, translation, journalism, or media
Prior experience annotating Estonian or related speech data
Working knowledge of Finnish or Russian for cross-lingual audio
Familiarity with IPA or other phonetic transcription systems
Experience with verbatim versus clean-verbatim transcription conventions
Paid pilot task before full onboarding so both sides can calibrate
Per-task or per-minute compensation, with rates tied to audio complexity and turnaround
Flexible scheduling, with volume scaling up and down based on active client projects
Direct working relationship with Perle's linguistic leads and QA team
Eligible for invitation to additional Perle expert projects across related domains
Apply through Winnow, Perle's job portal at winnow.perle.ai. Find the role for your language under Open Jobs, set up your candidate profile, and complete the fully automated interview, which takes about 25 minutes. We review applications within 24 hours and invite passing candidates straight to the project.
Apply here: https://winnow.perle.ai/jobs/7d9926ac-55c2-4f45-878d-823a3422fe95
Perle hires experts on the basis of skill, language proficiency, and demonstrated quality. We welcome applicants from every background and every region where our target languages are spoken.
