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Last updated: 17 hours ago

Remote PDF Annotation & Transcription Experts – Malayalam - AI Trainer ($12.68-$12.68 per hour)

MercorPasadena, Texas, US
$12.68 hourly
Remote
Full-time

Open to contributors based in India, the United States, Canada, or Western Europe only.Fluent Language Skills Required:** Malayalam.Native fluency in Malayalam, including full command of Malayalam ... Show more

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Enterprise Field Service Manager (Construction)

BearComDeer Park, TX, United States
$87,000.00–$92,000.00 yearly
Full-time

Enterprise Field Service Manager (Construction).BearCom is North America's largest solutions provider and integrator of wireless voice and data communications equipment.With more than 75 branch loc... Show more

Quality Technician

Amspec LLC.Pasadena, TX, US
Full-time

Responsible for preparing documentation related to laboratory quality assurance/quality control (QA/QC) and ISO certification activities.They will also be responsible for implementing quality ... Show more

Warehouse Customer Service Supervisor

Kuraray AmericaPasadena, TX, USA
Full-time
Quick Apply

Title: Warehouse Customer Service Supervisor Location: Pasadena, TXWho we are:Voted one of the Nation's Best and Brightest Companies to Work for, Kuraray America, Inc.KAI) is a global leader in spe... Show more

Remote Transcription Reviewer - Clinical Conversation Data - AI Trainer ($30-$30 per hour)

MercorPasadena, Texas, US
Remote
Full-time

Overview We are building a set of verbatim human transcripts from real, de-identified clinical phone calls, used as reference data for evaluating and improving speech recognition systems.Transcribe... Show more

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Remote Document/deck production QA Evaluator - AI Trainer ($80-$120 per hour)

MercorPasadena, Texas, US
$80.00 hourly
Remote
Full-time

About the role We are hiring expert Evaluators in **Document/deck production QA** to review and assess AI-generated work products (documents, spreadsheets, and slide decks) for accuracy, rigor, and... Show more

QA Analyst - Remote

TradeJobsWorkForce77289 Houston, TX, US
Remote
Full-time

QA Analyst Remote Job Duties: • Partner with the product and engineering team to understand project o... Show more

 • Promoted

Enterprise Field Service Manager - Construction

Employvision Inc.Deer Park, TX, United States
$87,000.00–$92,000.00 yearly
Full-time

Enterprise Field Service Manager Construction.Work From Home - Home, TX 75041; Atlanta GA - Atlanta, GA 30318; Chantilly VA - Chantilly, VA 20151; Chicago IL - Elmhurst, IL 60126; Dallas - Garland... Show more

Civil Superintendent

AmpacityChannelview, TX, United States
Full-time

NorthStar Energy Services is seeking an experienced and driven Civil Superintendent to lead field-based construction operations focused on structural and concrete scopes across power delivery and e... Show more

IT Training Analyst

Turner IndustriesPasadena, TX, USA
Full-time
Quick Apply

Turner Industries is a fully diversified industrial contractor.We help move the world forward by providing responsive, innovative solutions designed to increase plant production, reduce costs, redu... Show more

Chief Inspector

Lubrizol CorporationDeer Park, TX, US
Full-time

At Lubrizol, we’re transforming the transportation, industrial application, and consumer markets through science, sustainability, and a culture of inclusion.As part of our global team, you’ll be em... Show more

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Netflix QA Tester

TradeJobsWorkforce77023 Houston, TX, US
Full-time

We have an opening for a talented Netflix QA Tester to follow safety procedures and company policies, assist with organizing, stocking, and general upkeep, and manage daily responsibilities with a ... Show more

 • Promoted

API Pump Mechanic

Progressive Pumps & Controls CorpPasadena, TX, US
$35.00 hourly
Full-time

The Shop Mechanic is responsible for the assembly, disassembly, inspection, repair, and testing of pumps and rotating equipment in accordance with company standards and API specifications.This role... Show more

Pressure Equipment Integrity Inspector

Engineers and Constructors International Inc.Deer Park, TX, US
Permanent
Quick Apply

Join the ECI Group's Professional Technical Services Network as a contract Inspector - Pressure Equipment Integrity.This is a Deer Park, TX based contract role with an anticipated 7-month duration ... Show more

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Remote PDF Annotation & Transcription Experts – Malayalam - AI Trainer ($12.68-$12.68 per hour)

Remote PDF Annotation & Transcription Experts – Malayalam - AI Trainer ($12.68-$12.68 per hour)

MercorPasadena, Texas, US
21 hours ago
Salary
$12.68 hourly
Job type
  • Full-time
  • Remote
Job description
  • Location : Remote. Open to contributors based in India, the United States, Canada, or Western Europe only. Fluent Language Skills Required : Malayalam. Native fluency in Malayalam, including full command of Malayalam script and orthography, is required for this position. All annotation and transcription work is performed in Malayalam. 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 : Malayalam, alongside four other Indic scripts, Japanese and Korean. 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 Malayalam 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. What You'll Do - Source documents : find a publicly accessible Malayalam PDF in an assigned document type, containing at least one multimodal element (images, tables, diagrams, or handwriting), and record where you obtained it - 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 Malayalam script, including 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 Malayalam expert, and experienced annotators take on that review Who You Are - You are a native Malayalam speaker with full command of the script, its diacritics and its conjunct forms - You have worked with documents : annotation, transcription, translation, localization, subtitling, proofreading, journalism, or regional-language data review - You are exact : character-level accuracy matters more here than speed, and a single wrong diacritic 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 Nice-to-Have Specialties - Regional-language AI 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 Malayalam-language material - Script and encoding : Unicode normalization, Malayalam input methods, numeral-form and character-form accuracy 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 Malayalam script rather than transliteration - Your tasks pass second-expert review the first time - The documents you bring in add layout diversity rather than repeating templates already in the corpus Why Join Mercor - Build the training data that makes document AI work in scripts it currently handles badly - Work from real published Malayalam documents rather than synthetic or templated pages - Quality leads on this project : accuracy is the first measure, with handling time tracked alongside it