[Remote] Staff Software Engineer, Machine Learning (Computer Vision), Remote

Note: The job is a remote job and is open to candidates in USA. DeepWalk is a fast-growing venture that helps cities keep people safe using computer vision to map and monitor their sidewalks. They are seeking a Staff Software Engineer to lead the technical direction of their computer vision platform for automated sidewalk inspection, focusing on large-scale imagery and production ML systems.

Responsibilities

• Own the lifecycle of our computer vision models, including training, evaluation, deployment, and iteration
• Improve model performance in real-world conditions (noise, edge cases, data drift)
• Design and improve data pipelines that process thousands of miles of sidewalks and millions of images
• Lead architectural decisions for handling hundreds of terabytes of geospatial and visual data, including storage layout, pipeline reliability, and inference performance
• Set and evolve best practices around deployment, observability, system reliability, and scalability
• Act as a senior individual contributor and mentor, helping raise the technical bar across the engineering team
• Work closely with the CEO and operations team to turn business needs into clear technical priorities Skills
• 6+ years of experience, including direct ownership of production ML or computer vision systems (training, deployment, and ongoing operation)
• Experience taking models from training → production → monitoring → iteration in a real-world environment
• Experience owning system architecture and influencing technical decisions across teams
• Experience deploying computer vision or ML systems in real-world production environments
• Fluency in at least one modern backend language (Python, Java, TypeScript, Go, etc.)
• Strong understanding of system design, scalability, and distributed systems
• Experience with cloud platforms such as AWS, GCP, or Azure
• Comfort working in a startup or growth-stage environment with changing requirements
• Experience with large-scale or real-time data pipelines
• Infrastructure-as-Code experience (Terraform, CDK, etc.)
• ML observability, data validation, or model deployment experience
• Familiarity with geospatial, imagery, or sensor-driven data
• An interest in urban planning, accessibility, or civic technology Benefits
• Equity
• Unlimited PTO (most of our team takes 3–4 weeks per year)
• Health insurance
• 401(k) with ~4% match (100% on first 3%, 50% on the next 2%) Company Overview
• DeepWalk is a planning-level sidewalk inspection tool that uses iPhone LiDAR to inspect sidewalk conditions and identify access barriers. It was founded in 2018, and is headquartered in Chicago, Illinois, USA, with a workforce of 11-50 employees. Its website is https://www.deepwalk.com. Company H1B Sponsorship
• DeepWalk has a track record of offering H1B sponsorships, with 1 in 2024. Please note that this does not guarantee sponsorship for this specific role. Apply To this Job

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