Skip to content
DatadogDatadog

Staff Engineer - Data Semantics

Leads the technical direction of a data semantics team while designing and scaling semantic infrastructure across observability platforms. The role requires Staff-level architectural ownership, cross-team influence, hands-on distributed-systems experience, and mentorship.

About the job

Responsibilities

  • Lead the technical direction of the Data Semantics team while remaining hands-on in design, implementation, and delivery.
  • Build and scale semantic infrastructure connecting OpenTelemetry, Datadog-native telemetry, cloud-provider telemetry, and customer-defined data models.
  • Drive initiatives involving schema evolution, telemetry standardization, data insights, and semantic interoperability across Datadog products.
  • Partner with engineering and product teams to define standards, align stakeholders, and deliver platform capabilities.
  • Mentor engineers through design reviews, technical guidance, operational excellence, and career development.
  • Participate in on-call rotations and lead investigations and resolutions for complex production incidents affecting critical platform services.

Requirements

  • Significant experience designing, operating, and scaling large-scale data infrastructure, distributed systems, or high-throughput data platforms.
  • Demonstrated Staff-level impact through technical leadership, architectural ownership, cross-team influence, and mentorship.
  • Strong communication skills and the ability to drive alignment across engineering and product organizations without direct authority.
  • Product-oriented mindset with the ability to connect platform investments to customer outcomes and business impact.
  • Comfort operating in ambiguous problem spaces while balancing long-term platform strategy with pragmatic execution.

Nice to Have

  • Experience with schema design, metadata systems, OpenTelemetry, observability platforms, knowledge graphs, or AI-assisted developer tooling.

Compensation and Benefits

  • Generous and competitive benefits package.
  • New-hire stock equity (RSUs) and employee stock purchase plan.
  • Continuous career development and pathing opportunities.
  • Employee-focused onboarding.
  • Internal mentor and cross-departmental buddy program.
  • Friendly and inclusive workplace culture.
  • Benefits may vary based on the country of employment and the nature of employment.

Skills

OpenTelemetry, Distributed Systems, Data Infrastructure, Schema Design, Metadata Systems, Observability Platforms, Knowledge Graphs, Ai-Assisted Developer Tooling, Telemetry Standardization, Semantic Interoperability

Vanta

Vanta

Remote

Staff Software Engineer, Foundations
$260k+/yrRemote7+ YOEData Engineering

Leads the re-platforming of Vanta’s compliance data layer from MongoDB to schema-aware PostgreSQL across high-throughput Kafka and S3 pipelines. The role requires staff-level distributed systems expertise, migration leadership, and strong experience with relational and document data modeling.

Alpaca

Alpaca

Remote

Senior Data Engineer
No salary listedRemote5+ YOEData Engineering

Build and operate scalable lakehouse infrastructure, streaming and CDC pipelines, query systems, and self-serve BI capabilities. Requires 5+ years of data engineering experience, strong Kubernetes and infrastructure-as-code expertise, and hands-on experience with distributed data platforms.

Thyme Care

Thyme Care

Remote

Senior Platform Engineer, Data
$176k+/yrRemote5+ YOEData Engineering

The Senior Platform Engineer will build and operate reliable data platform tooling, consolidate orchestration, scale dbt infrastructure, and improve Databricks developer experience. The role requires 5+ years of production software experience, strong Python and AWS expertise, infrastructure-as-code experience, and familiarity with modern data stacks.

Vanta

Vanta

Remote

Senior Data Engineer
$190k+/yrRemote4+ YOEData Engineering

Senior Data Engineer responsible for designing and deploying scalable data infrastructure, orchestration models, and analytics tooling to enable data-driven decisions, ML products, and enterprise reporting at Vanta. Requires 4+ years data experience, software engineering mindset, modern data stack proficiency, and passion for secure, compliant data systems.

Vanta

Vanta

Remote

Senior Analytics Engineer
$157k+/yrRemote4+ YOEData Engineering

Senior Analytics Engineer responsible for designing complex data models, building scalable SQL pipelines, enabling AI tooling, and improving data infrastructure to support self-serve analytics, dashboards, and data science at Vanta. Requires 4+ years data experience, software engineering mindset, and expertise with modern analytics tools like dbt.