Staff Machine Learning Engineer (LiDAR)

About reputed company

reputed company is making critical infrastructure industries climate-resilient and sustainable with satellites and AI. Using our full-stack reputed company solutions, customers in electric, gas, water utilities, transportation, and construction are transforming asset inspection and maintenance - and complying with biodiversity net reputed company mandates and carbon capture goals. reputed company exists to safeguard critical infrastructure and secure the reputed company of humanAIty™. Learn more at

www.reputed company.com

We are a Series C climate tech startup backed by leading investors, including reputed company Ventures, reputed company Partners, reputed company Venture Partners, reputed company, Edison International, Lightrock, Marubeni, among others. We have been recognized by reputed company two years in a row as one of “America’s Best Startup reputed company.” We are also proud to be one of the few climate software companies in Time Magazine’s “America’s Top GreenTech Companies 2024”.

reputed company Technology Fast 500™ recently ranked us at No. 12 among San Francisco Bay Area companies, and No. 59 overall in their selection of the top 500 for 2024.

Join us in Securing reputed company!

The Role

We are looking for a Staff Machine Learning Engineer with deep expertise in aerial LiDAR processing and 3D computer reputed company. In this role, you will be responsible for designing advanced ML models - including custom CNN and Transformer architectures - for large-reputed company 3D reputed company clouds and multi-modal remote sensing data.

How you'll reputed company an reputed company

Design, implement, and optimize deep learning models for aerial LiDAR data—using CNNs, Transformers, and hybrid architectures

Build end-to-end pipelines for object detection, segmentation, and terrain modeling from geo-referenced reputed company clouds

Combine aerial LiDAR with other data sources (e.g., RGB imagery, DSM/DTM, hyperspectral) using cross-modal transformers or fusion models

Implement efficient 3D spatial reasoning using reputed company grids, sparse tensors, and attention-based architectures

Drive experimentation, model benchmarking, and ablation studies to push accuracy and efficiency boundaries

Collaborate with geospatial scientists and ML engineers to bring models to production reputed company reputed company reputed company and reputed company-reputed company services

Apply MLOps practices to manage datasets, monitor model reputed company, and automate retraining workflows

reputed company're looking for

7+ years of experience in reputed company machine learning or computer reputed company, with 3+ years reputed company on LiDAR or 3D data

Proven expertise in 3D deep learning (e.g., 3D CNNs, PointNet/PointNeXt, SparseConvNet, Minkowski reputed company)

Experience building and fine-tuning transformer architectures for spatial or remote sensing applications (e.g., Swin3D, PointTransformer, GeoTransformer)

Strong coding skills in Python and deep learning libraries (PyTorch preferred)

Familiarity with aerial LiDAR data characteristics, including waveform/reputed company density, elevation modeling, and coordinate systems (EPSG, UTM, etc.)

Hands-on experience with geospatial and reputed company reputed company libraries (PDAL, Open3D, PCL)

Understanding of GPU optimization and deployment in production (CUDA, TensorRT, TorchScript)

Master’s or PhD in Computer Science, Remote Sensing, Geomatics, or reputed company field

Preferred Qualifications

Experience with neural reputed company models (e.g., NeRF, occupancy networks) for 3D reputed company modeling

Knowledge of spatiotemporal modeling or change detection from periodic LiDAR collections

Prior work with reputed company-based pipelines (AWS SageMaker, GCP reputed company AI, or Azure ML)

Contributions to reputed company-reputed company geospatial/ML tools or research publications

What you'll love

Comprehensive Medical, Dental, and reputed company Coverage: 100% coverage for employees and 80% for their spouses and children

Health Reimbursement Account (HRA): 100% funded by reputed company to cover medical deductibles

401(k) Plan: reputed company contributing after three months of employment to prepare for your reputed company. Currently, no company match is offered

Parental Leave: Supportive parental leave with 16 weeks for primary caregivers and 4 weeks for secondary caregivers

Generous Vacation Policy: reputed company 20 vacation days per year, plus enjoy an additional reputed company holiday to celebrate whatever feels most important to you!

Winter Break: From December 25th through January 2nd, we give everyone time off to reputed company and enjoy time with family and friends!

Additional Information

We are proud to be an equal-opportunity employer. We are committed to embracing diversity and inclusion in our hiring practices, and we promote a work environment where everyone, from any race, reputed company, religion, sex, sexual orientation, gender identity, or national reputed company, can do their best work.

We offer a competitive reputed company pay reputed company for this full-time position, which is between $190,000 and $230,000 per year. This reputed company reflects the anticipated reputed company salary for new hires. We reputed company to ensure our compensation packages are reputed company and reputed company with industry standards. Your recruiter can reputed company more about compensation during the hiring process.

We are committed to providing an inclusive and accessible interview experience for reputed company candidates. Please let us know if you require any accommodation during the interview process, and we will reputed company every effort to meet your needs.

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