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DevOps Engineer

About the role

About Us

The vast majority of enterprise data is in files like PDFs and spreadsheets. That includes everything from financial statements to medical records. Reducto helps AI teams turn those really complex documents into LLM-ready inputs with exceptional accuracy. This means they can build more reliable products while saving engineering time.

Our Traction

Hundreds of companies have signed up to use Reducto since our launch, and we’re now processing tens of millions of pages every month for teams ranging from startups to Fortune 10 enterprises. 

The Opportunity

As a member of our founding team, you'll play a key role in ensuring reliability, scalability, and performance of Reducto’s API and on prem deployments. You will:

  • Design, implement, and maintain core components of Reducto infrastructure with Terraform/Terragrunt/HELM (e.g. distributed/fair postgres queue, efficient autoscaling of workers) to support an ever growing amount of usage.

  • Improve on Reducto’s CI & staging systems to scale to quickly running thousands of documents for every PR. Improve deployments with CD platform like ArgoCD.

  • Build up observability and monitoring capabilities to track key metrics as we scale.

  • Work directly with customers during Reducto’s on-premise deployments. This includes work for the deployment set up and on the ground support for in person deployments.

You’ll be successful in this role if you…

  • Are an autonomous and resourceful engineer with 3-6 years of experience building and deploying high reliability systems via Kubernetes, Terraform, and Argo CD.

  • Have a high bar for quality and craftsmanship, and a willingness to fix issues whenever they happen.

  • Have fundamental programming ability in a backend language of choice (Python, Rust, Go, etc.).

  • Have excellent communication skills. You’re able to collaborate well with team members and work directly with our customers.

Bonus points

  • Prior experience as a founder or founding engineer for a rapidly scaling team.

  • Experience managing systems with high bursts of concurrent usage.

This is an in person role at our office in SF. We’re an early stage company which means that the role requires working hard and moving quickly. Please only apply if that excites you.

About Reducto

Nearly 80% of enterprise data is in unstructured formats like PDFs

PDFs are the status quo for enterprise knowledge in nearly every industry. Insurance claims, financial statements, invoices, and health records are all stored in a structure that’s simply impractical for use in digital workflows. This isn’t an inconvenience—it’s a critical bottleneck that leads to dozens of wasted hours every week.

Traditional approaches fail at reliably extracting information in complex PDFs

OCR and even more sophisticated ML approaches work for simple text documents but are unreliable for anything more complex. Text from different columns are jumbled together, figures are ignored, and tables are a nightmare to get right. Overcoming this usually requires a large engineering effort dedicated to building specialized pipelines for every document type you work with.

Reducto breaks document layouts into subsections and then contextually parses each depending on the type of content. This is made possible by a combination of vision models, LLMs, and a suite of heuristics we built over time. Put simply, we can help you:

  • Accurately extract text and tables even with nonstandard layouts

  • Automatically convert graphs to tabular data and summarize images in documents

  • Extract important fields from complex forms with simple, natural language instructions

  • Build powerful retrieval pipelines using Reducto’s document metadata

  • Intelligently chunk information using the document’s layout data

Average salary estimate

$105000 / YEARLY (est.)
min
max
$90000K
$120000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About DevOps Engineer, Reducto

If you're a talented DevOps Engineer looking to make a real impact, Reducto in San Francisco is the place for you! Joining our founding team, you'll play a key role in building an innovative platform that transforms complex documents into LLM-ready inputs with unmatched accuracy. At Reducto, we understand that much of enterprise data is buried in formats like PDFs and spreadsheets, making it a challenge for AI teams to leverage. That's where you come in! You'll design and maintain our infrastructure using cutting-edge tools like Terraform, Terragrunt, and Helm, ensuring our systems are reliable and scalable. You'll work on enhancing our CI and deployment pipelines, making it possible for us to process thousands of documents with ease. Plus, you’ll have the chance to interact directly with customers during on-premise deployments, providing vital support as they integrate our technology. We’re on the cutting edge of document processing, and we need someone with your 3-6 years of experience in high-reliability systems using Kubernetes and Argo CD. If you’re enthusiastic about tackling new challenges and enjoy a fast-paced early-stage startup environment, we can’t wait for you to join us at Reducto!

Frequently Asked Questions (FAQs) for DevOps Engineer Role at Reducto
What are the responsibilities of a DevOps Engineer at Reducto?

As a DevOps Engineer at Reducto, your primary responsibilities include designing and maintaining the core components of our infrastructure using tools like Terraform, Terragrunt, and Helm. You’ll focus on improving our CI and staging systems for efficient document processing, enhancing deployment processes with platforms like ArgoCD, and building observability and monitoring capabilities as we scale. Additionally, you'll collaborate with customers during the setup of our on-premise deployments, ensuring they receive the support needed for a smooth integration of our technology.

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What qualifications are needed to be a DevOps Engineer at Reducto?

To succeed as a DevOps Engineer at Reducto, candidates should have 3-6 years of experience in building and deploying high-reliability systems, particularly using Kubernetes, Terraform, and Argo CD. A strong programming background in a backend language such as Python, Rust, or Go is essential, along with excellent communication skills to collaborate effectively with team members and customers. The role also benefits from prior experience in rapidly scaling teams or as a founding engineer.

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What is the work environment like for a DevOps Engineer at Reducto?

At Reducto, the work environment is dynamic and fast-paced, reflective of an early-stage startup. As a DevOps Engineer, you’ll closely collaborate with a passionate and dedicated team that thrives on innovation and creativity. We encourage autonomy, so you’ll have the freedom to approach challenges in unique ways while contributing to the overall success of the company. Being located in San Francisco, you’ll also experience a vibrant tech culture that fosters growth and innovation.

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Are there opportunities for growth as a DevOps Engineer at Reducto?

Absolutely! As a DevOps Engineer at Reducto, you’re joining a founding team at an early-stage company, providing immense potential for career growth. Your contributions will directly influence our technological advancements and overall company success, opening doors for future leadership roles. Additionally, this role will allow you to expand your expertise in emerging technologies and create innovative solutions, building a strong foundation for your professional development.

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How does Reducto support its DevOps Engineers in their roles?

Reducto is committed to supporting our DevOps Engineers through continuous learning and development opportunities. We value a high standard of quality and craftsmanship, encouraging team members to share knowledge and insights. You’ll work closely with seasoned professionals and have access to the latest tools and technologies necessary for your role. Additionally, we provide a collaborative work environment where innovative ideas are welcomed and encouraged.

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Common Interview Questions for DevOps Engineer
Can you describe your experience with Kubernetes in your previous roles as a DevOps Engineer?

When answering this question, highlight specific projects where you utilized Kubernetes, detailing the challenges you faced and how you overcame them. Discuss how Kubernetes improved application reliability and scalability, mentioning any particular setups or configurations you implemented that contributed to its success.

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How do you approach monitoring and observability for your infrastructure?

Explain your methodology for setting up monitoring systems, including tools and technologies you prefer, such as Prometheus, Grafana, or ELK stack. Provide examples of key metrics you track and how you've used alerts to respond to incidents. Share experiences where these practices enhanced system performance or reduced downtime.

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What strategies do you use for CI/CD in your DevOps practices?

Discuss the CI/CD tools you have utilized, such as Jenkins or GitLab CI, and how you've integrated them with deployment processes. Focus on your experience in streamlining deployments and enhancing collaboration between development and operations teams through automation, code reviews, and testing protocols.

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Tell us about a time you faced a major incident in production. How did you handle it?

Share a concise narrative of a significant incident, emphasizing your role in troubleshooting and resolution. Explain the steps you took to diagnose the issue, collaborate with team members, and communicate with stakeholders. Highlight any long-term changes you implemented to prevent similar issues in the future.

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What is your experience working with Terraform and infrastructure as code?

Detail your familiarity with Terraform, including specific projects where you’ve automated infrastructure deployment. Discuss the benefits of using Infrastructure as Code, such as version control and consistency, and provide examples of how it positively impacted your team's efficiency and accuracy.

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How do you handle documentation for your deployment processes?

Emphasizing the importance of documentation, talk about your approach to keeping comprehensive and up-to-date records for deployment processes and system architecture. Discuss tools you use for documentation, such as Confluence or Markdown files, and why clear documentation is crucial for team collaboration and future reference.

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Can you explain a situation where you had to support a customer during an on-premise deployment?

Describe a real-life scenario where you facilitated an on-premise deployment. Focus on the challenges faced, such as integration complexities, and how you addressed customer concerns during the process. Detail the successful outcome and any feedback received from the customer.

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What are your strategies for troubleshooting network issues in a cloud infrastructure?

Discuss your systematic approach to troubleshooting network problems, including tools used (like Wireshark or traceroute) and how you identify bottlenecks. Share any experiences where understanding network topology and latency helped you resolve an issue swiftly.

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How do you ensure high availability and disaster recovery in your systems?

Explain your approach to designing systems for high availability, focusing on redundancy strategies, load balancing, and failover mechanisms. Discuss any frameworks you've applied for disaster recovery planning, like backups and site recovery, and their importance in maintaining business continuity.

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What do you do to stay current with evolving DevOps tools and technologies?

Describe your commitment to professional development, including how you keep up with the latest trends and advancements in DevOps. Mention attending conferences, participating in online courses, or contributing to open-source projects as ways to enhance your knowledge and skill set.

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EMPLOYMENT TYPE
Full-time, on-site
DATE POSTED
January 9, 2025

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