Staff Software Engineer - Watchdog Anomaly Detection

Posted Yesterday
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New York, NY, USA
Hybrid
244K-305K Annually
Expert/Leader
Artificial Intelligence • Cloud • Security • Software • Cybersecurity
We are building the monitoring and security platform for developers, IT ops teams and business users in the cloud age.
The Role
Lead the architecture and evolution of Datadog’s large-scale anomaly detection platform. Design high-throughput streaming and batch pipelines, modernize distributed systems, improve reliability and scalability, and define technical strategy across engineering teams. Collaborate with product managers, data scientists, and engineering leaders to deliver machine-learning-enabled anomaly detection and alerting capabilities that surface meaningful customer insights without manual configuration.
Summary Generated by Built In

Datadog is looking for a Staff Software Engineer to help shape the future of our anomaly detection platform. Our team builds and operates high-scale distributed systems that process streaming and batch data, working alongside machine learning systems to automatically identify potential issues in our customers' environments. As we expand these capabilities across Datadog's products, you'll play a key role in defining the technical direction, evolving our architecture, and building systems that surface meaningful insights to customers without requiring manual configuration. This is an opportunity to solve complex engineering challenges at scale while influencing the direction of a platform that powers critical customer experiences.

At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them.

What You’ll Do:

  • Lead the architecture and evolution of large-scale distributed systems that power automated anomaly detection across Datadog's platform.
  • Design and improve high-throughput streaming and batch processing pipelines, enabling timely and reliable detection of potential issues in customer environments.
  • Drive technical initiatives to simplify, consolidate, and modernize existing systems, improving scalability, maintainability, and operational efficiency.
  • Partner with engineering leaders, product managers, and data scientists to define the long-term technical strategy for anomaly detection and its integration with alerting capabilities.
  • Shape how anomaly detection capabilities are delivered across Datadog products, helping customers identify meaningful issues without requiring manual configuration.
  • Provide technical leadership across engineering teams, influencing architectural decisions and aligning solutions with broader product and platform goals.

Who You Are:

  • You have extensive experience designing, building, and operating large-scale distributed systems, particularly high-throughput or data-intensive backend platforms.
  • You have a strong understanding of streaming and batch processing architectures, including the challenges of processing large volumes of data with low latency.
  • You have experience leading complex architectural initiatives, making technical tradeoffs, and improving the reliability and maintainability of production systems.
  • You can drive technical strategy beyond your immediate team, collaborating with engineering leaders and product partners to translate customer needs into scalable platform solutions.
  • You are comfortable working across technologies and learning new systems; experience with technologies such as Flink, Kafka, Cassandra, Go, or Python is a plus.
  • You bring a product-oriented mindset and can connect technical decisions to customer outcomes; familiarity with machine learning systems or deploying models in production is a plus, but not required.

Benefits and Growth:

  • Opportunities to grow as a technical leader while influencing the architecture and direction of shared capabilities used across Datadog products.
  • Exposure to complex engineering challenges involving large-scale distributed systems, real-time data processing, and machine learning.
  • Collaboration with experienced engineers, product managers, and data scientists across multiple teams.
  • Opportunities to develop expertise in platform architecture, technical strategy, and cross-functional engineering leadership.
  • A collaborative engineering environment that encourages knowledge sharing, continuous learning, and professional development.

Benefits and Growth listed above may vary based on the country of your employment and the nature of your employment with Datadog.

#LI-HYBRID

Datadog offers a competitive salary and equity package, and may include variable compensation. Actual compensation is based on factors such as the candidate's skills, qualifications, and experience. In addition, Datadog offers a wide range of best in class, comprehensive and inclusive employee benefits for this role including healthcare, dental, parental planning, and mental health benefits, a 401(k) plan and match, paid time off, fitness reimbursements, and a discounted employee stock purchase plan.

The reasonably estimated yearly salary for this role at Datadog is:
$244,000—$305,000 USD

About Datadog: 

Datadog is the leading observability and security platform for the AI era, providing businesses with unified visibility across the technology stack to manage complexity at scale. It brings applications, infrastructure, data, models, and security into one place, using AI to detect and resolve issues before they impact customers. Trusted globally by Fortune 500 companies and high-growth AI leaders, Datadog enables businesses to move faster with clarity and confidence. Learn more about #DatadogLife on Instagram, LinkedIn, and Datadog Learning Center.

Equal Opportunity at Datadog:

Datadog is proud to offer equal employment opportunity to everyone regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, veteran status, and other characteristics protected by law. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. Here are our Candidate Legal Notices for your reference. 

Datadog endeavors to make our Careers Page accessible to all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please complete this form. This form is for accommodation requests only and cannot be used to inquire about the status of applications. 

Privacy and AI Guidelines:

Any information you submit to Datadog as part of your application will be processed in accordance with Datadog’s Applicant and Candidate Privacy Notice. For information on our AI policy, please visit Interviewing at Datadog AI Guidelines.

Skills Required

  • Extensive experience designing, building, and operating large-scale distributed systems, particularly high-throughput or data-intensive backend platforms
  • Strong understanding of streaming and batch processing architectures, including high-volume, low-latency data processing
  • Experience leading complex architectural initiatives and making technical tradeoffs
  • Experience improving the reliability and maintainability of production systems
  • Ability to drive technical strategy across teams and collaborate with engineering leaders and product partners
  • Ability to translate customer needs into scalable platform solutions
  • Experience with Flink, Kafka, Cassandra, Go, or Python
  • Product-oriented mindset connecting technical decisions to customer outcomes
  • Familiarity with machine learning systems or deploying models in production

What the Team is Saying

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Datadog Compensation & Benefits Highlights

  • Healthcare Strength — Health coverage is characterized as comprehensive and well-regarded, with robust medical, dental, and vision plans alongside accessible mental-health support for employees and dependents. Plan affordability and company contributions are noted as practical strengths.
  • Parental & Family Support — Parental leave is presented as fully paid and gender-neutral, complemented by family-forming benefits such as fertility, adoption, preservation, and surrogacy in eligible locations. Additional elements like childcare assistance and pet-related perks broaden the family support offering.
  • Equity Value & Accessibility — Equity participation is readily available through new-hire RSUs and a discounted employee stock purchase plan. This ownership pathway is paired with financial wellness resources that reinforce long-term value.

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The Company
HQ: New York, NY
6,500 Employees
Year Founded: 2010

What We Do

Datadog (NASDAQ: DDOG) is a global SaaS business, delivering a rare combination of growth and profitability. We are on a mission to break down silos and solve complexity in the cloud age by enabling digital transformation, cloud migration, and infrastructure monitoring of our customers' entire technology stacks. Built by engineers, for engineers, Datadog is used by organizations of all sizes across a wide range of industries. Together, we champion professional development, diversity of thought, innovation, and work excellence to empower continuous growth. Join the pack and become part of a collaborative, pragmatic, and thoughtful people-first community where we solve tough problems, take smart risks, and celebrate one another.

Why Work With Us

At Datadog, we learn from and celebrate each other daily - each win is a team win. Datadogs solve tough problems, innovate pragmatically, and grow together. We promote from within, provide mentorship and opportunities for career development, and support our colleagues in the process. Best of all? We truly love what we do.

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Datadog Offices

Hybrid Workspace

Employees engage in a combination of remote and on-site work.

We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them and their team.

Typical time on-site: 3 days a week
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