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Toptal

Narrator - Videos for Data Collection Project, AI training

Toptal
Design
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Job Description

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About the Client

Our client is involved in an innovative data-collection project, which focuses on creating video datasets for training AI models. These AI models are designed to learn from first-person (POV) video footage. The captured videos depict real people involved in hands-on tasks with a mounted phone on their head or chest, paired with spoken narration.

The purpose is to enable the model to connect visual inputs (objects, hands, actions) with audio descriptions.

Sub-areas for the videos

  • �� Home &amp
  • Daily Tasks: cleaning
  • laundry (sorting, folding)
  • organizing a closet
  • house tours
  • pet care
  • packing luggage
  • loading appliances / dishwashing
  • �� Repairs &amp
  • DIY: home repair
  • gardening / farming
  • furniture assembly
  • woodworking
  • plumbing
  • electrical work
  • bicycle maintenance
  • soldering electronics
  • �� Textile &amp
  • Craft Arts: sewing
  • knitting
  • crocheting
  • using a loom
  • leathercrafting
  • bookbinding
  • crafting jewelry
  • pottery / ceramics
  • �� Professional Trades &amp
  • Industrial: automotive repair / maintenance
  • warehousing / logistics
  • construction / woodworking
  • laboratory work
  • operating heavy machinery controls
  • assembly-line packaging
  • �� Hobbies &amp
  • Arts: art – drawing
  • art – ceramics
  • art – painting
  • playing instruments
  • model building
  • outdoor survival / camping
  • calligraphy
  • �� Technology &amp
  • Computing: using computers or devices (e.g. audio mixers)
  • gaming
  • product demos
  • VR / AR interaction
  • 3D printer setup / maintenance
  • �� Outdoors &amp
  • Activity: city tours
  • shopping
  • navigating public transit
  • �� Personal Care: haircut; applying makeup; detailed grooming routines
  • �� Specialized &amp
  • Professional: medical procedures
  • first aid training
  • professional barista workflows
  • culinary chef / knife work
  • lab protocols (pipetting, titrations)

About the Role - Narrator

Watches the POV video and describes the scene and task in first person, in English, as if explaining it to a model that can't see. Fluency and describing ability matter most; knowing the activity is not required.

  • �� Deliverable — audio narration synced to the video, recorded after the footage
  • �� Language — English; fluency is criterion #1
  • �� Density — at least 25 words/min on average, no long silences
  • �� Content — 90%+ about the setting or task steps

Required Skills

  • �� English fluency
  • �� Ability to narrate pre-recorded videos
  • �� All details on the Acceptance Criteria will be shared prior to the work.

Rules

  • �� No personal data on video — third-party faces, screens, documents, plates, addresses, mirror reflections.
  • �� 100% human narration — no TTS or synthetic voice.

Engagement Details

•

  • Compensation model: Hourly paid, considering the total number of hours for approved videos.
  • �� Commitment Type: Flexible hours based on video submissions.
  • �� Duration: Ongoing, with earnings based on the number of approved videos.
  • �� Location: Remote, with flexible overlap with client's timezone.
  • �� Start Date: Immediate start upon approval of test video.

To apply: https://weworkremotely.com/remote-jobs/toptal-narrator-videos-for-data-collection-project-ai-training

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