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Freelance Point Cloud Modeling Jobs in California

FieldAI

BIM/VDC Engineer

Irvine, CA · On-site

We are looking for a BIM/VDC Engineer who can work at the intersection of BIM modeling, point cloud data, construction documentation, and process automation. This role is ideal for someone who has ...

FieldAI

BIM/VDC Engineer

Irvine, CA · On-site

We are looking for a BIM/VDC Engineer who can work at the intersection of BIM modeling, point cloud data, construction documentation, and process automation. This role is ideal for someone who has ...

Facade Today

BIM/VDC Engineer

Irvine, CA · On-site

$90 - $130/hr

We are looking for a BIM/VDC Engineer who can work at the intersection of BIM modeling, point cloud data, construction documentation, and process automation. This role is ideal for someone who has ...

FieldAI

BIM/VDC Engineer

Irvine, CA

We are looking for a BIM/VDC Engineer who can work at the intersection of BIM modeling, point cloud data, construction documentation, and process automation. This role is ideal for someone who has ...

FieldAI

2.53 3D Machine Learning Engineer

Irvine, CA · On-site

... point cloud analysis, object detection, segmentation, and scene understanding. • Train, optimize, and deploy deep learning models using PyTorch, TensorFlow, or equivalent frameworks on cloud ...

FieldAI

3D Machine Learning Engineer

Irvine, CA · On-site

$150K - $200K/yr

Familiarity with OpenCV and PCL (Point Cloud Library) for classical computer vision and 3D data preprocessing. * Experience training, evaluating, and deploying ML models using cloud infrastructure (e ...

FieldAI

3D Machine Learning Engineer

Irvine, CA · On-site

Familiarity with OpenCV and PCL (Point Cloud Library) for classical computer vision and 3D data preprocessing. * Experience training, evaluating, and deploying ML models using cloud infrastructure (e ...

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Freelance Point Cloud Modeling information

What is freelance point cloud modeling?

Freelance point cloud modeling involves creating 3D models from point cloud data, which are collections of data points in space typically generated by 3D scanners or LiDAR devices. Freelancers in this field use specialized software to process, clean, and convert these data points into accurate digital representations of real-world objects or environments. These models are commonly used in industries such as construction, architecture, engineering, and surveying for tasks like building renovation, site analysis, and digital twin creation. Freelancers offer flexibility and specialized expertise to companies or individuals who need these services on a project basis.

What skills and qualifications are needed to thrive as a freelance point cloud modeling specialist?

To thrive as a Freelance Point Cloud Modeling Specialist, you need expertise in 3D modeling, spatial data interpretation, and a solid understanding of surveying or architecture fundamentals. Familiarity with software such as Autodesk ReCap, Bentley Pointools, or CloudCompare, as well as experience handling large datasets, is typically required. Strong problem-solving, attention to detail, and effective client communication are standout soft skills in this field. These competencies ensure the accurate transformation of point cloud data into actionable models, meeting client specifications and supporting high-quality project delivery.

What are common challenges faced by freelance point cloud modelers when working with clients remotely?

Freelance point cloud modelers often encounter challenges related to data transfer and communication when collaborating with clients remotely. Large point cloud files can be difficult to share efficiently, requiring the use of secure cloud storage or specialized file transfer services. Additionally, aligning expectations regarding project scope, accuracy, and deliverables is crucial, as misunderstandings can arise without clear communication. Building effective workflows for feedback and revisions helps ensure smooth collaboration and client satisfaction.

What is the difference between Freelance Point Cloud Modeling vs Freelance 3D Modeling?

AspectFreelance Point Cloud ModelingFreelance 3D Modeling
Skills & CertificationsLiDAR data processing, CAD, 3D scanningPolygon modeling, texturing, rendering
Work EnvironmentField data collection, software for point cloud processingDesign studios, software like Blender, Maya
Industry UsageConstruction, surveying, architectureEntertainment, product design, animation
Search & Comparison IntentFocus on point cloud data, scanning, and modelingFocus on artistic and detailed 3D models

Freelance Point Cloud Modeling specializes in converting LiDAR and scan data into 3D models for technical applications, while Freelance 3D Modeling covers a broader range of artistic and design projects. Both roles require 3D skills but serve different industry needs.

What are popular job titles related to Freelance Point Cloud Modeling jobs in California?

For Freelance Point Cloud Modeling jobs in California, the most frequently searched job titles are:

What job categories do people searching Freelance Point Cloud Modeling jobs in California look for?

The top searched job categories for Freelance Point Cloud Modeling jobs in California are:

What cities in California are hiring for Freelance Point Cloud Modeling jobs?

Cities in California with the most Freelance Point Cloud Modeling job openings:

Freelance Point Cloud Modeling jobs near you

Head of ML & Geometry (3D Simulation/Point Cloud) (San Francisco)

Attis

San Francisco, CA • On-site

$200K - $270K/yr

Full-time

Medical, Vision, Retirement

Re-posted 21 hours ago

Job description

Head of ML & Geometry (3D Simulation/Point Cloud)

Head of ML/3D Simulation & Geometry sought for a well‑funded hypergrowth startup building a next‑gen simulation platform powering breakthrows in robotics, aerospace and autonomous vehicles. We are looking for a hands on/technically minded ML Lead to build core models and representations that let agents interpret CAD, simulation data and 3D environments to bridge the gap between geometry and engineering.

As an SME in ML you will develop perception models and build multimodal pipelines that integrate visual, geometric and language‑based inputs to provide context for LLM‑driven agents. This is a really exciting opportunity to head up AI & ML with a forward‑thinking and sharp startup who are working on real‑world problems.

Base pay range: $200,000.00/yr - $270,000.00/yr

Location: San Francisco, CA (Onsite)

Employment type: Full‑time

Seniority level: Mid‑Senior level

Skills sought:

  • 5+ years as an ML Engineer building models and working in Python & PyTorch (or equivalent)
  • Experience in 3D perception or scene understanding or understanding of Geometry/Point clouds, meshes etc
  • Strong experience of neural networks for geometric data as well as experience building and deployment ML models from end to end
  • Comfortable working in a fast paced ambiguous startup environment
  • Bonus points for knowledge of multi‑agent systems, reinforcement learning or mechanical engineering

Benefits:

Paid between $200,000‑270,000 base + generous equity and other benefits. Working on site in SF. 401(k), Medical insurance, Vision insurance.

Disclaimer: Attis Global Ltd is an equal opportunities employer. No terminology in this advert is intended to discriminate on any of the grounds protected by law, and all qualified applicants will receive consideration for employment without regard to age, sex, race, national origin, religion or belief, disability, pregnancy and maternity, marital status, political affiliation, socio‑economic status, sexual orientation, gender, gender identity and expression, and/or gender reassignment. M/F/D/V. We operate as a staffing agency and employment business. More information at attisglobal.com.

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