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Staff Software Engineer, Machine Learning (Computer Vision) - Remote

DeepWalkRemote
Remote Full-time $150K/yr - $190K/yr

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Experience Level

Senior

Qualifications

Lead the lifecycle of our computer vision models, encompassing training, evaluation, deployment, and iterative improvement. Enhance model performance in real-world conditions, addressing noise, edge cases, and data drift. Design and refine data pipelines that process extensive sidewalk datasets and millions of images. Make architectural decisions for managing vast amounts of geospatial and visual data, focusing on storage, pipeline reliability, and inference performance. Establish and evolve best practices surrounding deployment, observability, and system reliability.

About the job

Join the DeepWalk Team

DeepWalk is an innovative and rapidly expanding venture dedicated to enhancing urban safety through advanced computer vision technology. Our mission is to meticulously map and oversee sidewalks, ensuring the welfare of city inhabitants. We collaborate with cities, educational institutions, and engineering firms, establishing a solid foundation for community safety.

In the past year, we’ve successfully analyzed thousands of miles of sidewalks across more than 20 states, generating millions of labeled data points that inform critical infrastructure decisions. We have raised $4.1 million in funding, recently closing a $2.1 million seed round led by Enable Ventures, while generating 7-figure annual revenues to support communities nationwide.

Position Overview: Staff Software Engineer , Computer Vision Platform

Compensation: $150,000 – $190,000 base salary plus equity · Remote

We are seeking a Staff Software Engineer to guide the technical development of DeepWalk’s computer vision platform for automated sidewalk inspections. This pivotal role involves addressing large-scale challenges related to imagery, production ML systems, and data pipelines that manage extensive datasets.

Your Impact: You will be instrumental in processing, analyzing, and extracting insights from millions of images, thereby supporting cities in their quest to build safer and more accessible infrastructure.

Collaborating with a team of seasoned engineers, you will set technical directions and establish scalable patterns for the team.

Our current technology stack includes Python-based CV/ML systems operating on AWS, with data pipelines designed for high volumes of imagery and geospatial data.

About DeepWalk

DeepWalk is at the forefront of urban safety technology, utilizing cutting-edge computer vision to enhance sidewalk monitoring and mapping. Through our collaborative efforts with cities and institutions, we are committed to making public spaces safer and more accessible.

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