3D Generalist Jobs — Remote, Contract, and Full-Time on Rex.zone

Find remote, freelance, contract, and full-time 3D Generalist opportunities powering real-time graphics, synthetic data pipelines, and AI/ML workflows on Rex.zone.

Overview: 3D Generalist Jobs at Rex.zone

3d generalist jobs are roles for multi-disciplinary 3D artists who model, texture, rig, animate, light, and render assets and environments across games, film, and enterprise visualization. On Rex.zone, these jobs connect directly to AI/ML training workflows through synthetic data generation, domain randomization, and real-time simulation used to improve training data quality for computer vision and robotics. Whether you build digital twins, author USD-based scene graphs, or optimize materials for PBR rendering, Rex.zone helps you discover and apply to roles at AI labs, tech startups, BPOs, and annotation vendors, with clear paths for remote, contract, freelance, full-time, entry-level, and senior candidates.

What a 3D Generalist Does

A 3D Generalist designs production-ready assets and scenes across the full pipeline: hard-surface and organic modeling, UVs, PBR texturing, lookdev, rigging and deformation, keyframe animation, simulation (particles, cloth, fluids), lighting, rendering, and optimization for real-time engines and offline ray tracing. In AI contexts, 3D Generalists build controlled environments for sensor simulation, camera rigs, and physics-based interactions to improve synthetic datasets for perception models and to support model performance improvement across robotics, automotive ADAS, and industrial inspection.

How 3D Work Powers AI/ML Training

Modern AI teams rely on 3D Generalists to create photoreal and stylized datasets that improve training data quality for computer vision models. Synthetic scenes provide perfectly labeled segmentation masks, depth, normals, and instance IDs with annotation guidelines compliance baked in. Your work enables model performance improvement in detection, pose estimation, and tracking—plus evaluation against edge cases that are rare or unsafe to capture in the real world. You may collaborate with data labeling teams, QA evaluation specialists, and prompt evaluation leads to tune data generation runs that feed LLM training pipelines and multimodal systems. Even tasks like named entity recognition, content safety labeling, and large language model evaluation benefit from curated 3D stimuli that stress-test alignment and perception stacks.

Key Responsibilities

Responsibilities may vary by employer (AI labs, tech startups, BPOs, VFX/animation studios, and annotation vendors) and by domain focus (NLP, computer vision, content safety, LLM training, or robotics).

Required Skills and Tools

A strong 3D foundation paired with practical pipeline knowledge is essential, especially when interfacing with AI training pipelines and computer vision annotation workflows.

Preferred Experience

Applicants aiming for senior 3d generalist jobs should demonstrate end-to-end ownership and cross-disciplinary collaboration.

Employment Types and Search Modifiers

Rex.zone lists roles that match your availability, location, and career stage. Filter by job type and seniority and discover positions across domains like NLP, computer vision, content safety, and LLM training.

Domains and Use Cases

3d generalist jobs span entertainment and enterprise—but increasingly intersect with AI R&D. On Rex.zone, you will find opportunities tied to:

Sample Day-in-the-Life

A typical day for a 3D Generalist working on AI involves: morning standup on Rex.zone-integrated tasks, building USD scenes with variant sets; iterating material graphs and lighting for realism; launching automated render farms for synthetic runs; reviewing label maps and annotation guidelines compliance; logging QA evaluation findings; and coordinating with ML engineers, data labeling specialists, and content safety teams to prepare the next batch of scene variations aligned to training data quality goals.

Qualifications

While many 3d generalist jobs value portfolios over degrees, the following are commonly requested.

Compensation and Benefits

Compensation varies by region, employer type, and seniority. On Rex.zone, ranges and benefits are clearly mentioned on postings.

How to Stand Out

Make your profile competitive for top 3d generalist jobs by aligning your reel and case studies with measurable outcomes and ML relevance.

Where You Will Work

Rex.zone aggregates roles from AI labs building perception stacks, tech startups creating virtual product pipelines, BPOs and annotation vendors scaling synthetic data, VFX/games studios, and enterprise teams building digital twins. This ensures navigational intent is satisfied—search, compare, and apply directly on Rex.zone.

Apply on Rex.zone

Ready to explore 3d generalist jobs? Create a profile on Rex.zone, upload your reel and scene breakdowns, select remote, contract, freelance, full-time, entry-level, or senior filters, and start applying. Many postings include recruiter notes, pipeline specs, and test tasks. You can bookmark roles, set alerts for Unreal, Blender, Maya, Houdini, USD, or synthetic data keywords, and track application status in one place.

Related Keywords and Search Phrases

Use these variations to broaden your search or to match employer phrasing across regions.

IR and SEO Notes for Candidates

Within the first 100–120 words of your reel or portfolio page, define your 3D Generalist entity, clarify intent (games/film/AI), and include co-occurring n-grams like training data quality, annotation guidelines compliance, model performance improvement, and large language model evaluation if you support AI teams. This mirrors how hiring platforms like Rex.zone structure postings for entity understanding and n-gram relevance.

Frequently Asked Questions

Q: What industries hire for 3d generalist jobs on Rex.zone?
AI labs, computer vision startups, robotics companies, BPOs/annotation vendors, game studios, VFX/animation houses, digital twins providers, and enterprise visualization teams.
Q: Are remote and contract roles available?
Yes. You will find remote, contract, freelance, and full-time listings. Many employers operate distributed pipelines with USD-based scene assembly and cloud rendering.
Q: Which tools should I highlight on my profile?
Blender, Maya, Houdini, Substance, Unreal Engine, Unity, Redshift/Arnold/Cycles, USD/FBX/Alembic/glTF, Python/Blueprint/C#, and knowledge of sensor simulation if you target AI roles.
Q: How does a 3D Generalist contribute to AI training?
By building synthetic scenes with controllable lighting, materials, and camera parameters to generate labeled imagery and sensor data that improves training data quality for computer vision and multimodal models.
Q: What portfolio elements increase my chances?
Scene breakdowns, optimization stats, synthetic data examples with ground-truth overlays, and evidence of collaboration with data labeling, QA evaluation, RLHF, or prompt evaluation teams.
Q: Can entry-level applicants find roles?
Yes. Entry-level and junior 3d generalist jobs appear regularly. Focus on strong asset fundamentals, clean topology, and a few polished scenes showing lighting and optimization.

230+Domains Covered

120K+PhD, Specialist, Experts Onboarded

50+Countries Represented

Industry-Leading Compensation

We believe exceptional intelligence deserves exceptional pay. Our platform consistently offers rates above the industry average, rewarding experts for their true value and real impact on frontier AI. Here, your expertise isn't just appreciated—it's properly compensated.

Work Remotely, Work Freely

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