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Staff/Senior Software Engineer, Infrastructure

Recruiting From Scratch
4 days ago
Full-time
On-site
San Francisco, New York, United States
Software / Technology / IT
Who is Recruiting from Scratch:Β 
Recruiting from Scratch is a specialized talent firm dedicated to helping companies build exceptional teams. We partner closely with our clients to deeply understand their needs, then connect them with top-tier candidates who are not only highly skilled but also the right fit for the company’s culture and vision. Our mission is simple: place the best people in the right roles to drive long-term success for both clients and candidates.
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Title of Role: Staff / Senior Software Engineer, Infrastructure
Location: San Francisco, CA or New York City, NY
Company Stage of Funding: Late-Stage / Growth (Well-Funded, ~$800M raised)
Office Type: Hybrid (Minimum 3 days/week onsite)
Salary: Competitive (Top-of-market, commensurate with experience) + Equity

Company Description

Our client is a category-defining AI healthcare company building cutting-edge infrastructure to power real-time clinical insights from medical conversations. Their platform leverages advanced machine learning and large-scale distributed systems to transform unstructured healthcare data into actionable intelligence for providers.

With significant funding, rapid enterprise adoption, and a world-class team spanning engineering, AI research, and clinical expertise, the company is scaling aggressively. This is a rare opportunity to join a high-growth environment solving deeply meaningful problems at the intersection of healthcare, AI, and infrastructure.

What You Will Do

  • Design and optimize large-scale distributed systems to improve performance, reliability, and scalability

  • Build and integrate load testing and chaos engineering practices into CI/CD pipelines

  • Identify latency and performance bottlenecks using observability, profiling, and monitoring tools, and implement solutions at the code level

  • Drive architectural changes to migrate and scale applications across modern infrastructure (event-driven systems, cloud runtimes, databases)

  • Partner with engineering teams to re-architect applications for multi-tenant, high-scale environments

  • Develop internal developer tools and platform capabilities to improve engineering velocity

  • Define and implement SLOs, error budgets, and system health metrics to support reliable deployments

  • Improve incident response systems, observability, and operational excellence across teams

  • Collaborate cross-functionally and embed with teams to guide infrastructure adoption and best practices

  • Contribute to technical thought leadership through documentation, training, and potentially external community engagement

Ideal Candidate Background

  • 9+ years of backend or infrastructure engineering experience

  • Strong experience building and scaling distributed systems in production environments

  • Deep expertise in performance optimization, system scalability, and reliability engineering

  • Proficiency in languages such as Python or TypeScript

  • Hands-on experience with cloud-native technologies (e.g., Kubernetes, GCP, Terraform)

  • Track record of improving system performance, reducing latency, and enabling scale

  • Experience working across teams to influence architecture and infrastructure decisions

  • Strong ownership mindset with the ability to operate in complex, fast-scaling environments

  • Excellent communication skills and ability to translate technical concepts across teams

Preferred

  • Experience with load testing, chaos engineering, and performance benchmarking

  • Background in developer platforms, internal tooling, or platform engineering

  • Familiarity with SLOs, error budgets, and production reliability frameworks

  • Experience supporting multi-tenant or high-throughput systems

  • Prior experience in high-growth startups or scaling environments

  • Interest in AI/ML infrastructure or healthcare technology

Compensation and Benefits

  • Competitive salary and equity package

  • Opportunity to work on high-scale, mission-critical systems in a rapidly growing company

  • Hybrid work environment in SF or NYC

  • Work alongside top-tier engineers, researchers, and healthcare professionals

  • Significant career growth opportunity in a hyperscaling environment

  • Exposure to cutting-edge AI, cloud-native, and distributed systems challenges

This role is ideal for engineers who thrive on solving complex infrastructure challenges, enjoy working on high-scale systems, and want to play a critical role in scaling a category-defining platform.