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Senior Site Reliability Engineer - Core Applications

In 2012, Lambda started with a crew of AI engineers publishing research at top machine-learning conferences. We began as an AI company built by AI engineers. That hasn't changed. Today, we're on a mission to be the world's top AI computing platform. We equip engineers with the tools to deploy AI that is fast, secure, affordable, and built to scale. Whether they need powerhouse GPU hardware on-site or the flexibility of cloud-based solutions, we've got the horsepower to make it happen. Lambda’s AI Cloud has been adopted by the world’s leading companies and research institutions including Anyscale, Rakuten, The AI Institute, and multiple enterprises with over a trillion dollars of market capitalization. Our goal is to make computation as effortless and ubiquitous as electricity.


If you'd like to build the world's best deep learning cloud, join us. 

*Note: This position requires presence in our San Francisco office location 4 days per week; Lambda’s designated work from home day is currently Tuesday.

What You’ll Do

  • Design and implement full-stack monitoring solutions that provide visibility from the browser to the database

  • Create robust CI/CD pipelines for reliable deployments across frontend and backend services

  • Develop and maintain API gateway configurations, rate limiting, and API versioning strategies

  • Implement SLIs, SLOs, and error budgets that reflect the complete customer experience

  • Architect resilient application patterns including circuit breakers, retries, and graceful degradation across the stack

  • Build and optimize caching strategies at multiple levels (browser, CDN, API, database)

  • Collaborate with development teams to establish full-stack performance benchmarks and testing methodologies

  • Create runbooks and automated remediation for common failure scenarios

  • Lead incident response for customer-facing application issues and conduct thorough post-mortems

  • Optimize resource utilization across web servers, application servers, and database tiers

  • Design secure authentication flows and session management with high availability requirements

  • Build in automation and auditing to ensure compliance and improve efficiency and productivity

  • Implement and integrate logging and metrics across platforms such as Datadog, Prometheus, OpenTelemetry, Grafana, SumoLogic, etc

You

  • 7+ years of experience in Site Reliability Engineering or DevOps roles

  • Strong understanding of modern web application architectures, from frontend frameworks to backend APIs

  • Experience with both React and Python frameworks like Django and FastAPI

  • Knowledge of database performance tuning and query optimization

  • Experience implementing and troubleshooting RESTful APIs and microservices

  • Proficiency with Infrastructure as Code (Terraform) 

  • Proficiency with CI/CD pipelines (Argo)

  • Understanding of web application security across the stack (XSS, CSRF, SQL injection, etc.)

  • Experience with cloud platforms (AWS, GCP, Azure) and their web service offerings

  • Knowledge of containerization and orchestration technologies (Docker, Kubernetes)

  • Passionate about data-driven decision making, dashboards, runbooks, and operational efficiency

Nice to Have

  • Knowledge of event-driven architectures and message queuing systems

  • Experience implementing distributed tracing across microservices

  • Background in implementing API gateways and service meshes

  • Experience with WebSockets and real-time applications

  • Familiarity with serverless architectures and function-as-a-service

  • Experience with performance testing tools and methodologies

  • Background in chaos engineering or similar reliability testing methodologies

  • Understanding of compliance frameworks (SOC 2, ISO 27001, etc.)

Salary Range Information 

Based on market data and other factors, the annual salary range for this position is $245,000 - $385,000. However, a salary higher or lower than this range may be appropriate for a candidate whose qualifications differ meaningfully from those listed in the job description.

About Lambda

  • Founded in 2012, ~350 employees (2024) and growing fast

  • We offer generous cash & equity compensation

  • Our investors include Andra Capital, SGW, Andrej Karpathy, ARK Invest, Fincadia Advisors, G Squared, In-Q-Tel (IQT), KHK & Partners, NVIDIA, Pegatron, Supermicro, Wistron, Wiwynn, US Innovative Technology, Gradient Ventures, Mercato Partners, SVB, 1517, Crescent Cove.

  • We are experiencing extremely high demand for our systems, with quarter over quarter, year over year profitability

  • Our research papers have been accepted into top machine learning and graphics conferences, including NeurIPS, ICCV, SIGGRAPH, and TOG

  • Health, dental, and vision coverage for you and your dependents

  • Commuter/Work from home stipends for select roles

  • 401k Plan with 2% company match (USA employees)

  • Flexible Paid Time Off Plan that we all actually use

A Final Note:

You do not need to match all of the listed expectations to apply for this position. We are committed to building a team with a variety of backgrounds, experiences, and skills.

Equal Opportunity Employer

Lambda is an Equal Opportunity employer. Applicants are considered without regard to race, color, religion, creed, national origin, age, sex, gender, marital status, sexual orientation and identity, genetic information, veteran status, citizenship, or any other factors prohibited by local, state, or federal law.

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CEO of Lambda
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Stephen Balaban
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Average salary estimate

$315000 / YEARLY (est.)
min
max
$245000K
$385000K

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 Senior Site Reliability Engineer - Core Applications, Lambda

Lambda is searching for a skilled Senior Site Reliability Engineer - Core Applications in the vibrant city of San Francisco! If you're passionate about building robust infrastructures that support cutting-edge AI technology, this might be the perfect opportunity for you. As part of Lambda's mission to provide the world's leading AI computing platform, you'll play a crucial role in designing and implementing full-stack monitoring solutions, ensuring that our services are not only top-notch but also resilient and efficient. You’ll have the chance to collaborate closely with various development teams while creating something impactful that enhances the customer experience. Responsibilities include building CI/CD pipelines, developing API gateway configurations, and optimizing caching strategies, among others. Working at Lambda means being part of a dynamic team that significantly affects AI deployment on a global scale. We are dedicated to fostering an inclusive culture, where your insights and experiences will help reshape our cloud offerings. With a salary range of $245,000 to $385,000, alongside generous equity compensation and benefits, Lambda is poised to invest in your future as much as we expect you to invest in ours. So if the thought of making computation as accessible as electricity excites you, don't hesitate to join us at our San Francisco office four days a week, with Tuesday designated as a remote work day.

Frequently Asked Questions (FAQs) for Senior Site Reliability Engineer - Core Applications Role at Lambda
What are the main responsibilities of a Senior Site Reliability Engineer at Lambda?

As a Senior Site Reliability Engineer at Lambda, you will be responsible for designing and implementing full-stack monitoring solutions to ensure visibility across our systems, creating robust CI/CD pipelines, and maintaining API gateway configurations. You'll also architect resilient application patterns and collaborate with development teams to optimize performance and reliability, ensuring Lambda delivers the best AI computing solutions.

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What qualifications are necessary for the Senior Site Reliability Engineer position at Lambda?

To qualify for the Senior Site Reliability Engineer position at Lambda, you'll need at least 7 years of experience in Site Reliability Engineering or related roles, a strong understanding of modern web application architectures, proficiency with CI/CD pipelines, Infrastructure as Code, and experience with cloud platforms. Familiarity with containerization technologies and API security is also essential. Most importantly, a passion for operational efficiency and a knack for problem-solving will be key!

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How does Lambda support the growth and development of a Senior Site Reliability Engineer?

At Lambda, we believe in investing in our people. As a Senior Site Reliability Engineer, you will have access to professional development opportunities, mentorship from experienced colleagues, and participation in research initiatives. We are committed to fostering a culture of continuous learning and inclusivity, enabling you to grow your skillset while contributing to groundbreaking AI solutions.

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What tools and technologies will a Senior Site Reliability Engineer at Lambda work with?

As a Senior Site Reliability Engineer at Lambda, you will engage with a variety of tools and technologies. You'll work with Datadog, Prometheus, and Grafana for monitoring, along with API management solutions. Your skill in Infrastructure as Code, specifically Terraform, and experience with CI/CD tools like Argo will be put to good use. Familiarity with cloud services (AWS, GCP, Azure) and orchestration tools like Docker and Kubernetes will also be beneficial.

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Is remote work an option for the Senior Site Reliability Engineer position at Lambda?

The Senior Site Reliability Engineer position at Lambda requires presence in our San Francisco office four days a week, with a designated work-from-home day on Tuesday. This hybrid model allows for collaboration and engagement with your team, while also offering flexibility to maintain a work-life balance.

Join Rise to see the full answer
Common Interview Questions for Senior Site Reliability Engineer - Core Applications
Can you explain your experience with building CI/CD pipelines?

When answering this question, highlight your hands-on experience with CI/CD tools, the specific technologies you utilized (like Argo), and the impact those pipelines had on your previous projects. Emphasize how you ensured reliable deployments and any challenges you faced during implementation, discussing how you overcame them.

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What strategies do you use to monitor application performance?

Discuss your approach to implementing full-stack monitoring solutions, mentioning tools like Datadog or Grafana. Highlight your experience with creating SLIs, SLOs, and error budgets, and how these measurements have driven enhancements in application performance.

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How do you handle incident response and post-mortem analysis?

Explain your structured approach to incident response, including how you lead teams during critical incidents and conduct thorough post-mortems to identify root causes. Discuss any frameworks or methodologies you've employed to enhance future resilience.

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Describe your experience with API management and security.

When addressing this question, detail your background in implementing secure authentication flows, API gateway configurations, and your understanding of web security techniques. Provide examples of how you've improved API security in past projects.

Join Rise to see the full answer
What techniques do you use for database performance tuning?

Provide specific examples of your experience in optimizing queries and managing database performance. Describe tools and best practices you’ve applied to ensure that data retrieval and processing are both efficient and robust.

Join Rise to see the full answer
How do you ensure a reliable user experience in a cloud environment?

Talk about how your experience with cloud platforms has equipped you to design and manage reliable systems. Emphasize your work with API versioning, rate limiting, and leveraging caching strategies for optimizing user experience.

Join Rise to see the full answer
What is your experience with infrastructure as code?

Discuss your proficiency with Infrastructure as Code tools like Terraform. Provide specific examples of how you have automated deployment processes and infrastructure management, emphasizing the efficiencies gained in your past roles.

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Can you explain the concept of chaos engineering?

Define chaos engineering in your response and provide examples of how you’ve implemented it in your previous roles. Discuss how simulating failures enhanced system robustness and your strategy for testing resilience.

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How do you collaborate with development teams to enhance application reliability?

Share your approach to cross-functional collaboration, describing how you work with developers on performance benchmarks, testing methodologies, and the importance of shared goals for system reliability.

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Why is data-driven decision making critical in Site Reliability Engineering?

Emphasize the importance of metrics in driving enhancements within SRE practices. Provide examples of how data analytics have influenced your past decisions and led to improvements in application performance and reliability.

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Lambda provides Artificial Intelligence and Machine Learning infrastructure to companies like Apple, Intel, Microsoft, MIT, Harvard, the Federal Government, and the DOD. Were headquartered in the Dogpatch and are a short walk from the 22nd Street ...

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Full-time, on-site
DATE POSTED
March 20, 2025

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