Weekday AI
PDF Annotation & Transcription Experts - Korean

How your CV stacks up
Upload your CV to see how well it fits this job role
?%
This role is for one of our clients
Compensation: $33.58 per hour
Fluent Language Skills Required: Korean
Native fluency in Korean, including full command of Hangul, is required for this position. All annotation and transcription work is performed in Korean.
Why This Role Exists
Document understanding breaks down fastest in the languages that parsing and vision-language models rarely see. This project builds training data for exactly those languages: Korean, alongside Japanese and five Indic scripts. Each task takes a real, publicly available PDF page and produces a complete structural map of that page, paired with a faithful transcription of every text region in the original script.
The dataset deliberately concentrates on the material models handle worst: handwriting, dense multi-column layouts, tables, diagrams, and mixed-script pages. Documents are drawn from newspapers, textbooks, examinations, and everyday formats such as flyers, forms, manuals, menus, brochures, notices and worksheets, so that the corpus reflects the real diversity of Korean documents rather than a narrow band of easily parsed ones.
Delivered work is human-authored throughout. Component identification, component typing, reading order and all transcription are performed by people, not generated by parsing models.
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
What You'll Do
- Open and check a task: pages are provided, so you do not source documents yourself. We find the PDFs and upload them for you. Before annotating, confirm the page is in Korean, is legible, has real content, and shows no personal details
- Annotate structure: identify and bound every meaningful region of the page - document title, section heading, paragraph, list, table, figure, diagram, caption, formula, question, answer field - and assign each a component type and a reading-order index
- Record relationships: link each region to the figure or table it belongs to through a parent component identifier
- Transcribe faithfully: reproduce all text exactly as it appears in Hangul, including any hanja and handwritten content, flagging any region where the source is not legible
- Capture page metadata: language, document type, source, page dimensions, and flags for tables, formulas and handwriting
- Review a colleague's work: every task is reviewed end to end by a second Korean expert, and experienced annotators take on that review
Who You Are
- You are a native Korean speaker with full command of Hangul, including hanja where it appears in older or formal documents
- You have worked in bilingual transcription, translation, editorial work, or AI training data, ideally with reviewer experience
- You are exact: character-level accuracy matters more here than speed, and a single wrong jamo is a defect
- You are systematic: you apply a taxonomy consistently across hundreds of pages rather than improvising per document
- You are comfortable with unfamiliar layouts: multi-column newspapers, exam papers, handwritten forms


Get help with your application
Your very own career expert that helps elevate your application to the next level.
Nice-to-Have Specialties
- AI training data: annotation, labeling, grading, or bilingual evaluation for training datasets
- Transcription and localization: MTPE, subtitling, bilingual QA, OCR correction or post-editing
- Document production: typesetting, copy-editing, proofreading, or digitization of Korean-language material
- Script and encoding: Unicode normalization, Korean input methods, Hangul jamo composition, and hanja handling
What Success Looks Like
- Every meaningful region on the page is captured, correctly bounded and correctly typed
- Reading order reflects how the page is actually read, including across columns
- Transcriptions match the source character for character, in Hangul rather than romanization
- Your tasks pass second-expert review the first time
- Unsuitable pages are flagged up front rather than after thirty minutes of work
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
Location