POSITION SUMMARY:
As the Senior Software 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
6+ years of professional software engineering experience building production-grade systems with emphasis on automation, integrations and infrastructure tooling
Proficiency in at least one modern programming language such as Go, Java, C++ or Python, with the ability to design, implement and maintain reusable code libraries, not just scripts.
Proven experience developing and maintaining observability-as-code using tools such as Terraform.
Hands-on experience managing observability platforms such as Datadog, New Relic or Dynatrace as code, using Terraform modules, APIs and CI/CD workflows at scale with deep expertise in APM, logs, metrics, tracing, dashboards and audit trails
Experience integrating observability into CI/CD pipelines such as GitLab CI, GitHub Actions or AWS CodePipeline
Solid understanding of AWS cloud services and monitoring practices for Kubernetes workloads
Experience designing and implementing custom monitoring libraries, exporters or telemetry pipelines such as OpenTelemetry or Prometheus
Experience with cost optimization strategies in observability platforms
Contributions to open-source infrastructure-as-code, DevOps or observability tooling
Mentorship experience with the ability to coach teams on observability best practices
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
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