The Marketplace for Human-Enhanced
Data Intelligence
The Marketplace for Human-Enhanced
Data Intelligence
The Marketplace for Human-Enhanced
Data Intelligence
Hire verified reviewers, QA teams, and data experts to refine your AI-chunked documents, structure ML datasets, or annotate unstructured formats—directly from your Dlayer flow.
Hire verified reviewers, QA teams, and data experts to refine your AI-chunked documents, structure ML datasets, or annotate unstructured formats—directly from your Dlayer flow.
Coming Soon!
Coming Soon!
Explore by data types
Hire Experts for All Your AI Training Data Needs
3D Point Cloud
3D Point Cloud
Connect with expert 3D point cloud annotators who understand spatial relationships and object recognition. Our specialists work seamlessly with your preferred annotation tools to deliver precise labeling for LiDAR, depth sensing, and 3D reconstruction projects.
Audio
Audio
Access skilled audio data labellers with native language proficiency and specialized domain knowledge. Whether you need speech recognition, sound classification, or acoustic event detection, our experts integrate directly with your annotation platform.
Autonomous Vehicles
Autonomous Vehicles
Partner with automotive industry specialists who understand the complexities of self-driving technology. Our labelers provide accurate annotations for object detection, lane marking, traffic signs, and behavioral predictions across all major annotation tools.
Document
Document
Source professional document labellers with expertise in multiple languages and specialized domains. From legal contracts to medical records, our team delivers precise text extraction, classification, and structured data annotation using your chosen tools.
Geospatial
Geospatial
Connect with geospatial experts who understand mapping, satellite imagery, and location-based data. Our specialists provide accurate geographic annotations, land use classification, and spatial analysis compatible with any annotation platform.
Image
Image
Access specialized image labellers with deep expertise in computer vision tasks. Our professionals deliver high-quality bounding boxes, segmentation masks, and object classification across diverse industries and annotation tools.
Medical
Medical
Find certified medical professionals with specialized clinical knowledge for healthcare AI projects. Our expert labelers ensure HIPAA-compliant, medically accurate annotations for diagnostic imaging, clinical notes, and research data.
Robotics
Robotics
Source robotics specialists who understand sensor fusion, manipulation tasks, and robotic perception. Our experienced labelers provide precise annotations for robot training data, compatible with your existing annotation software.
Sensor
Sensor
Hire technical experts with deep understanding of sensor data and IoT applications. Our specialists deliver accurate labeling for accelerometer, gyroscope, temperature, and other sensor data across all annotation platforms.
Text
Text
Connect with linguists and domain experts who provide nuanced text annotation services. From sentiment analysis to named entity recognition, our team delivers culturally aware, contextually accurate labeling for any text annotation tool.
Time Series
Time Series
Access analysts with expertise in temporal data patterns and forecasting. Our specialists provide accurate labeling for financial data, IoT sensors, and sequential pattern recognition projects using your preferred annotation tools.
Video
Video
Partner with video annotation experts who understand motion analysis, object tracking, and temporal relationships. Our team delivers frame-accurate annotations for action recognition, surveillance, and video understanding projects.
Explore by data types
Hire Experts for All Your AI Training Data Needs
3D Point Cloud
Connect with expert 3D point cloud annotators who understand spatial relationships and object recognition. Our specialists work seamlessly with your preferred annotation tools to deliver precise labeling for LiDAR, depth sensing, and 3D reconstruction projects.
Audio
Access skilled audio data labellers with native language proficiency and specialized domain knowledge. Whether you need speech recognition, sound classification, or acoustic event detection, our experts integrate directly with your annotation platform.
Autonomous Vehicles
Partner with automotive industry specialists who understand the complexities of self-driving technology. Our labelers provide accurate annotations for object detection, lane marking, traffic signs, and behavioral predictions across all major annotation tools.
Document
Source professional document labellers with expertise in multiple languages and specialized domains. From legal contracts to medical records, our team delivers precise text extraction, classification, and structured data annotation using your chosen tools.
Geospatial
Connect with geospatial experts who understand mapping, satellite imagery, and location-based data. Our specialists provide accurate geographic annotations, land use classification, and spatial analysis compatible with any annotation platform.
Image
Access specialized image labellers with deep expertise in computer vision tasks. Our professionals deliver high-quality bounding boxes, segmentation masks, and object classification across diverse industries and annotation tools.
Medical
Find certified medical professionals with specialized clinical knowledge for healthcare AI projects. Our expert labelers ensure HIPAA-compliant, medically accurate annotations for diagnostic imaging, clinical notes, and research data.
Robotics
Source robotics specialists who understand sensor fusion, manipulation tasks, and robotic perception. Our experienced labelers provide precise annotations for robot training data, compatible with your existing annotation software.
Sensor
Hire technical experts with deep understanding of sensor data and IoT applications. Our specialists deliver accurate labeling for accelerometer, gyroscope, temperature, and other sensor data across all annotation platforms.
Text
Connect with linguists and domain experts who provide nuanced text annotation services. From sentiment analysis to named entity recognition, our team delivers culturally aware, contextually accurate labeling for any text annotation tool.
Time Series
Access analysts with expertise in temporal data patterns and forecasting. Our specialists provide accurate labeling for financial data, IoT sensors, and sequential pattern recognition projects using your preferred annotation tools.
Video
Partner with video annotation experts who understand motion analysis, object tracking, and temporal relationships. Our team delivers frame-accurate annotations for action recognition, surveillance, and video understanding projects.
Tasks Supported
Your Gateway to Expert AI Trainers
One platform. Any tool. Verified experts ready to label, fine-tune, and deliver.
Coding
Coding
Connect with verified coding experts who specialize in AI training methodologies. Our experienced developers understand machine learning frameworks, model architectures, and training pipelines. They work seamlessly with your preferred data labeling software to create robust coding datasets for AI systems.
Data Curation
Data Curation
Partner with subject-matter experts who craft high-quality, domain-specific datasets tailored to your AI objectives. Our curators apply rigorous quality controls, bias detection, and relevance filtering to ensure your training data meets the highest standards across any data tooling platform.
Evaluation
Evaluation
Access domain-expert evaluators who provide comprehensive model performance assessments. Our specialists design custom evaluation metrics, conduct rigorous testing protocols, and deliver actionable insights using your preferred evaluation frameworks and methodologies.
Fine-Tuning
Fine-Tuning
Source specialized professionals who create premium fine-tuning datasets that enhance model performance in specific domains. Our experts understand the nuances of task-specific adaptation and work with any labeling tool to deliver precisely calibrated training data.
Instruction-Tuning
Instruction-Tuning
Connect with domain experts who specialize in creating high-quality instruction-following datasets similar to InstructGPT. Our professionals understand human preference modeling, response quality assessment, and conversational AI training across all major labeling platforms.
Moderation & Alignment
Moderation & Alignment
Hire AI safety specialists who ensure your models align with human values and safety standards. Our experts conduct thorough content moderation, bias detection, and ethical alignment testing using your preferred annotation tools and safety frameworks.
Reasoning & Planning
Reasoning & Planning
Access subject-matter experts who develop sophisticated reasoning and planning datasets for advanced AI capabilities. Our specialists create multi-step problem-solving scenarios, logical reasoning chains, and strategic planning examples compatible with any labeling tool.
Red Teaming
Red Teaming
Partner with security experts who rigorously test AI systems through adversarial attacks and edge case exploration. Our red team specialists identify vulnerabilities, test model robustness, and ensure system reliability under challenging conditions.
RLHF
RLHF
Connect with top-tier RLHF specialists who optimize model behavior through human preference learning. Our experts design reward models, conduct preference labeling, and implement feedback loops that significantly improve model alignment and performance.
Tool Use
Tool Use
Find platform-specific experts who train AI models to effectively utilize software tools and APIs. Our specialists understand tool integration, function calling, and multi-modal interactions, ensuring your AI can seamlessly interact with various platforms and systems.
STEM Labeling
STEM Labeling
Access certified STEM professionals with advanced degrees and specialized expertise in mathematics, science, engineering, and technology. Our experts provide academically rigorous labeling for technical content, ensuring accuracy and domain-specific precision across all data labeling tools.
Tasks Supported
Your Gateway to Expert AI Trainers
One platform. Any tool. Verified experts ready to label, fine-tune, and deliver.
Coding
Connect with verified coding experts who specialize in AI training methodologies. Our experienced developers understand machine learning frameworks, model architectures, and training pipelines. They work seamlessly with your preferred data labeling software to create robust coding datasets for AI systems.
Data Curation
Partner with subject-matter experts who craft high-quality, domain-specific datasets tailored to your AI objectives. Our curators apply rigorous quality controls, bias detection, and relevance filtering to ensure your training data meets the highest standards across any data tooling platform.
Evaluation
Access domain-expert evaluators who provide comprehensive model performance assessments. Our specialists design custom evaluation metrics, conduct rigorous testing protocols, and deliver actionable insights using your preferred evaluation frameworks and methodologies.
Fine-Tuning
Source specialized professionals who create premium fine-tuning datasets that enhance model performance in specific domains. Our experts understand the nuances of task-specific adaptation and work with any labeling tool to deliver precisely calibrated training data.
Instruction-Tuning
Connect with domain experts who specialize in creating high-quality instruction-following datasets similar to InstructGPT. Our professionals understand human preference modeling, response quality assessment, and conversational AI training across all major labeling platforms.
Moderation & Alignment
Hire AI safety specialists who ensure your models align with human values and safety standards. Our experts conduct thorough content moderation, bias detection, and ethical alignment testing using your preferred annotation tools and safety frameworks.
Reasoning & Planning
Access subject-matter experts who develop sophisticated reasoning and planning datasets for advanced AI capabilities. Our specialists create multi-step problem-solving scenarios, logical reasoning chains, and strategic planning examples compatible with any labeling tool.
Red Teaming
Partner with security experts who rigorously test AI systems through adversarial attacks and edge case exploration. Our red team specialists identify vulnerabilities, test model robustness, and ensure system reliability under challenging conditions.
RLHF
Connect with top-tier RLHF specialists who optimize model behavior through human preference learning. Our experts design reward models, conduct preference labeling, and implement feedback loops that significantly improve model alignment and performance.
Tool Use
Find platform-specific experts who train AI models to effectively utilize software tools and APIs. Our specialists understand tool integration, function calling, and multi-modal interactions, ensuring your AI can seamlessly interact with various platforms and systems.
STEM Labeling
Access certified STEM professionals with advanced degrees and specialized expertise in mathematics, science, engineering, and technology. Our experts provide academically rigorous labeling for technical content, ensuring accuracy and domain-specific precision across all data labeling tools.
Data Labeling Tools
Talent Layer for Any Data Labeling Stack
AWS SageMaker
Argilla
CVAT
Dataloop
Datasaur
Datature
Encord
Kili Technology
Labelbox
Label Studio
Prodigy
Roboflow
Scale Studio
Snorkel AI
Super Annotate
Supervisely
Surge AI
V7 Labs
Other
Your Custom Tool
Data Labeling Tools
Talent Layer for Any Data Labeling Stack
AWS SageMaker
Argilla
CVAT
Dataloop
Datasaur
Datature
Encord
Kili Technology
Labelbox
Label Studio
Prodigy
Roboflow
Scale Studio
Snorkel AI
Super Annotate
Supervisely
Surge AI
V7 Labs
Other
Your Custom Tool
Data Labeling Tools
Talent Layer for Any Data Labeling Stack
AWS SageMaker
Hire expert data labelers trained in AWS SageMaker. Find talent, manage projects, and handle payments in one place.
Argilla
Easily connect with vetted Argilla data labelers. Hire, collaborate, and pay—all in one platform.
CVAT
Work with specialized CVAT labelers for your computer vision tasks. Hire, manage, and pay seamlessly.
Dataloop
Hire skilled Dataloop labelers for end-to-end data annotation. Everything from onboarding to payment made easy.
Datasaur
Find top Datasaur labelers to power your NLP pipelines. Hire and pay with zero friction.
Datature
Get matched with Datature labeling experts. Fast hiring, effortless payments, complete control.
Encord
Hire Encord data labelers who know the platform inside out. Simple hiring, built-in payment workflows.
Kili Technology
Connect with professional data labelers experienced in Kili Technology. Hire fast, pay with ease.
Labelbox
Find and hire vetted Labelbox labelers. Streamlined onboarding, project tracking, and payments.
Label Studio
Hire expert Label Studio labelers ready to work with your setup. Simple matching and payment built-in.
Prodigy
Work with Prodigy experts for fast, high-quality annotation. Hire and pay through one unified platform.
Roboflow
Hire skilled Roboflow labelers to scale your computer vision workflows. Easy hiring, instant payments.
Scale Studio
Access trained Scale Studio labelers. Post tasks, hire with confidence, and pay globally.
Snorkel AI
Hire data labeling specialists with Snorkel AI expertise. Efficient hiring meets integrated payments.
Super Annotate
Hire annotation experts specialized in SuperAnnotate. Collaborate and pay effortlessly.
Supervisely
Get connected to top Supervisely labelers. End-to-end project and payment management included.
Surge AI
Find experienced Surge AI labelers, ready to plug into your workflow. Hiring and payment made seamless.
V7 Labs
Hire professional data labelers for V7 Labs. Fast matching, transparent payments, global access.
Other
Use a different tool? Hire and pay data labelers trained across any annotation platform.
Your Custom Tool
Need labelers for your proprietary system? Hire and manage experts trained on your custom tooling.
How it works
From Chunk to Checked, in Minutes
How it works
From Chunk to Checked, in Minutes
Post Your Task
Specify your document type, format, and what needs to be reviewed or validated.
Post Your Task
Specify your document type, format, and what needs to be reviewed or validated.
Match with Experts
Get matched with vetted freelancers or managed review teams based on your task needs.
Match with Experts
Get matched with vetted freelancers or managed review teams based on your task needs.
Review Collaboratively
View edits, comments, and feedback directly within the Dlayer interface.
Review Collaboratively
View edits, comments, and feedback directly within the Dlayer interface.
Pay Securely
Use milestone-based escrow and pay via card, Stripe, or USDC with complete security.
Pay Securely
Use milestone-based escrow and pay via card, Stripe, or USDC with complete security.
Post an AI Training Job
Post an AI Training Job
Join as Freelance AI Trainer
Join as Freelance AI Trainer
payments
A Fair and Transparent Payment Model for Data Labeling
payments
A Fair and Transparent Payment Model for Data Labeling
Free to join & receive proposals
Free to join & receive proposals
Join and post projects for free—no credit card or upfront commitment required. Get proposals and chat with labelers at no cost.
Join and post projects for free—no credit card or upfront commitment required. Get proposals and chat with labelers at no cost.
Receive dozens of pricing proposals
Receive dozens of pricing proposals
Set your budget and receive competitive bids from top labelers. Compare proposals to hire the best talent at the right price.
Set your budget and receive competitive bids from top labelers. Compare proposals to hire the best talent at the right price.
Only pay if you hire
Only pay if you hire
Simple, transparent pricing with a flat 15% fee on processed payments. Pay labelers directly with no hidden costs and fair compensation.
Simple, transparent pricing with a flat 15% fee on processed payments. Pay labelers directly with no hidden costs and fair compensation.
Start Processing Documents Securely with AI & Web3
Start Processing Documents Securely with AI & Web3
Experience the future of document automation—fast, secure, and decentralized.
Experience the future of document automation—fast, secure, and decentralized.
Launch dApp
Copyright © 2025 dlayer | All Rights Reserved
Copyright © 2025 dlayer | All Rights Reserved