POSITION SUMMARY:
As the Senior DevOps Engineer focused on Observability, you will set observability standards, lead automation efforts and mentor engineers ensuring all monitoring and Datadog configuration changes are implemented Infrastructure-as-Code (IaC). You will lead the design and management of a code-driven Datadog observability platform, providing end-to-end visibility into Java applications, Kubernetes workloads and containerized infrastructure. This role emphasizes cost-effective observability at scale requiring deep expertise in Datadog monitoring, logging, tracing and optimization techniques. You'll collaborate closely with SRE, DevOps and Software Engineering teams to standardize monitoring and logging practices to deliver scalable, reliable and cost-efficient observability solutions.
This is a hands-on engineering role focused on observability-as-code. All monitoring, logging, alerting, and Datadog configurations are defined and managed through Terraform, APIs and CI/CD workflows — not manual configuration in the Datadog UI.
PRIMARY RESPONSIBILITIES:
-
Own and define observability standards for Java applications, Kubernetes workloads and cloud infrastructure
-
Configure and manage the Datadog platform using Terraform and Infrastructure-as-Code (IaC) best practices
-
Drive adoption of structured JSON logging, distributed tracing and custom metrics across Java and Python services
-
Optimize Datadog usage through cost governance, log filtering, sampling strategies and automated reporting
-
Collaborate closely with Java developers and platform engineers to standardize instrumentation and alerting
-
Troubleshoot and resolve issues with missing or misconfigured logs, metrics and traces, working with developers to ensure proper instrumentation and data flow into Datadog
-
Lead incident response efforts using Datadog insights for actionable alerting, root cause analysis (RCA) and reliability improvements
-
Serve as the primary point of contact for Datadog-related requests, supporting internal teams with onboarding, integration and usage questions
-
Continuously audit and tune monitors for alert quality, reducing false positives and improving actionable signal detection
-
Maintain clear internal documentation on Datadog usage, standards, integrations and IaC workflows
-
Evaluate and propose improvements to the observability stack, including new Datadog features, OpenTelemetry adoption and future architecture changes
-
Mentor engineers and develop internal training programs on Datadog, observability-as-code and modern log pipeline architecture
QUALIFICATIONS:
-
Bachelor’s degree in Computer Science, Engineering, Mathematics, Physics or a related technical field
-
5+ years of experience in DevOps, Site Reliability Engineering, or related roles with a strong focus on observability and infrastructure as code
-
Hands-on experience managing and scaling Datadog programmatically using code-based workflows (e.g. Terraform, APIs, CI/CD)
-
Deep expertise in Datadog including APM, logs, metrics, tracing, dashboards and audit trails
-
Proven experience integrating Datadog observability into CI/CD pipelines (e.g. GitLab CI, AWS CodePipeline, GitHub Actions)
-
Solid understanding of AWS services and best practices for monitoring services on Kubernetes infrastructure
-
Strong background in Java or Python application development is preferred
-
Familiarity with other observability and monitoring tools (e.g., ELK, Prometheus, Grafana, OpenTelemetry, New Relic, Dynatrace, Splunk, Sysdig) is a plus
The pay range is listed and actual compensation packages are based on a wide array of factors unique to each candidate, including but not limited to skill set, years & depth of experience, certifications and specific office location. This may differ in other locations due to cost of labor considerations.
Remote USA
$146,900—$183,600 USD
OUR OPPORTUNITY
Natera™ is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health. Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted interventions that lead to longer, healthier lives.
The Natera team consists of highly dedicated statisticians, geneticists, doctors, laboratory scientists, business professionals, software engineers and many other professionals from world-class institutions, who care deeply for our work and each other. When you join Natera, you’ll work hard and grow quickly. Working alongside the elite of the industry, you’ll be stretched and challenged, and take pride in being part of a company that is changing the landscape of genetic disease management.
WHAT WE OFFER
Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents. Additionally, Natera employees and their immediate families receive free testing in addition to fertility care benefits. Other benefits include pregnancy and baby bonding leave, 401k benefits, commuter benefits and much more. We also offer a generous employee referral program!
For more information, visit www.natera.com.
Natera is proud to be an Equal Opportunity Employer. We are committed to ensuring a diverse and inclusive workplace environment, and welcome people of different backgrounds, experiences, abilities and perspectives. Inclusive collaboration benefits our employees, our community and our patients, and is critical to our mission of changing the management of disease worldwide.
All qualified applicants are encouraged to apply, and will be considered without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, age, veteran status, disability or any other legally protected status. We also consider qualified applicants regardless of criminal histories, consistent with applicable laws.
If you are based in California, we encourage you to read this important information for California residents.
Link: https://www.natera.com/notice-of-data-collection-california-residents/
Please be advised that Natera will reach out to candidates with a @natera.com email domain ONLY. Email communications from all other domain names are not from Natera or its employees and are fraudulent. Natera does not request interviews via text messages and does not ask for personal information until a candidate has engaged with the company and has spoken to a recruiter and the hiring team. Natera takes cyber crimes seriously, and will collaborate with law enforcement authorities to prosecute any related cyber crimes.
For more information:
- BBB announcement on job scams
- FBI Cyber Crime resource page
Top Skills
What We Do
Natera™ is a global leader in cell-free DNA (cfDNA) testing, dedicated to oncology, women’s health, and organ health. Our aim is to make personalized genetic testing and diagnostics part of the standard of care to protect health and enable earlier and more targeted interventions that lead to longer, healthier lives.
Where some set out to build a test, we set out to achieve a mission: change the management of disease worldwide by using DNA testing to proactively inform treatment.
Through a cfDNA technology platform approach, we've pioneered noninvasive testing in unlimited applications—each with their own potential to revolutionize care for patients.
#TeamNatera includes clinicians, scientists, biostatisticians, researchers, and laboratory professionals from around the world. Our diverse teams blend a passion for patients with deep clinical, scientific, and technological roots. Natera’s tests are validated by more than 100 peer-reviewed publications that demonstrate high accuracy.
