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Industry Vertical

Healthcare and Medical Imaging Careers

Explore 4 career paths in the Healthcare and Medical Imaging industry. Compare salaries, AI risk, and future demand to plan your career transition.

4 Roles
8.7 Avg Demand
26% Avg AI Risk
4 Remote-Friendly
AI Engineering Advanced

AI Computer Vision Engineer

AI Computer Vision Engineers design, build, and deploy intelligent systems that interpret and act on visual data-from medical imag…

Demand 9.0/10
AI Risk 15%
Salary $95,000-$195,000/yr
Deep learning fundamentals: CNNs, ResNets, attention mechanisms, vision transformers (ViT)Object detection and segmentation: YOLO family, Mask R-CNN, Segment Anything Model (SAM)Image classification, regression, and metric learningData augmentation, synthetic data generation, and dataset curation at scale +8
Remote Requires Coding 12mo
AI Data & Analytics Intermediate

AI Multimodal Dataset Engineer

An AI Multimodal Dataset Engineer designs, curates, and maintains large-scale datasets that combine text, image, audio, video, and…

Demand 9.0/10
AI Risk 25%
Salary $95,000-$175,000/yr
Multimodal data schema design (text-image-audio-video alignment and cross-referencing)Large-scale data pipeline engineering with Apache Beam, Spark, or DaskData quality assurance: automated metrics (perplexity filters, CLIP score thresholds, deduplication) and human-in-the-loop workflowsVersion control and provenance tracking for datasets (DVC, LakeFS, Delta Lake) +8
Remote Requires Coding 8mo
AI Data & Analytics Intermediate

AI Image Data Specialist

An AI Image Data Specialist curates, annotates, validates, and manages large-scale image datasets that fuel computer vision models…

Demand 8.7/10
AI Risk 25%
Salary $72,000-$135,000/yr
Image annotation taxonomy design for detection, segmentation, and classification tasksBounding box, polygon, semantic/instance segmentation, and keypoint labelingDataset curation, deduplication, and distribution balancing across classesQuality assurance pipelines including inter-annotator agreement (IAA) and consensus scoring +8
Remote Requires Coding 6mo
AI Data & Analytics Beginner

AI Data Labeling Specialist

AI Data Labeling Specialists are the critical human-in-the-loop professionals who create, curate, and validate the high-quality tr…

Demand 8.2/10
AI Risk 38%
Salary $38,000-$95,000/yr
Annotation taxonomy design and guideline creation for complex labeling schemesInter-annotator agreement measurement (Cohen's Kappa, Fleiss' Kappa, Krippendorff's Alpha)Quality assurance methodology including golden set validation and sampling-based reviewDomain-specific labeling for text, image, audio, video, and 3D sensor data modalities +8
Remote Requires Coding 4mo