Sr Software Engineer, Cribl AI

Cribl is a privately held software company that builds data-routing and observability-pipeline solutions designed to give organizations control over the flow, cost, and format of machine-generated telemetry (logs, metrics, traces, and events). Cribl’s products address the operational challenges organizations face as volumes of observability and security telemetry grow: the need to reduce ingestion and storage costs, to route data to multiple analytic and archival destinations, and to transform and enrich telemetry to make it more useful for analytics, monitoring, and security use cases. Company overview and core activities At its core, Cribl develops software that sits between telemetry sources (applications, infrastructure, cloud services, security agents, and collectors) and telemetry destinations (analytics platforms, long-term storage, SIEMs, and data lakes). The company’s technology focuses on three primary objectives: (1) giving engineering and operations teams fine-grained control over which telemetry is retained, routed, or discarded; (2) transforming and enriching telemetry so it is more useful and cost-effective for downstream systems; and (3) enabling multi-destination routing so the same stream of data can be directed to multiple tools without re-ingestion or data duplication. Cribl’s solutions are aimed at DevOps, SRE, security, and observability teams that need to manage large volumes of machine data while maintaining visibility and reducing costs. The software is typically deployed in environments that produce high throughput telemetry — public cloud, hybrid cloud, containerized infrastructure, and large-scale enterprise deployments. Main products and services - Cribl Stream: Cribl’s flagship offering is an observability pipeline that ingests telemetry from diverse sources, processes that data through user-defined pipelines (for parsing, transforming, sampling, masking, and enriching), and then routes the processed data to one or more destinations. Stream provides a visual pipeline builder and rule-based processing so operators can map inputs to outputs, modify event content, drop or sample events to control volume, and add context to records before forwarding. Stream is designed to be protocol- and vendor-agnostic and supports common input and output targets. - Cribl Edge: A lightweight collector/agent intended for edge and remote locations, Cribl Edge allows organizations to perform local filtering and transformation of telemetry before it is sent to central processing or storage. This reduces bandwidth and ingestion costs by minimizing the amount of raw telemetry transmitted from distributed environments. - Cribl Search and Investigation Tools: Cribl offers functionality for searching and investigating telemetry across multiple storage locations without the need to move or re-index data into a single repository. These capabilities help security and operations teams run ad hoc queries against distributed or archived telemetry sources to troubleshoot, hunt for threats, or validate system behavior. - Cloud and deployment options: Cribl’s offerings are designed to be flexible with respect to deployment models. Customers can deploy self-hosted instances in on-premises environments, run in cloud-managed configurations, or use Cribl’s managed or SaaS offerings where available. This flexibility supports a wide range of organizational architectures from fully cloud-native to hybrid or air-gapped environments. Key capabilities and integrations Cribl emphasizes several technical capabilities that are central to its product value: sampling and rate limiting (to reduce telemetry volumes), parsing and schema handling (to normalize diverse data formats), enrichment (to add contextual metadata such as resource, tagging, or geo information), masking and redaction (for privacy and security compliance), and multi-destination routing (to send tailored subsets of data to analytics, monitoring, security, and archival systems). The platform integrates with a broad ecosystem of telemetry sources and destinations, including cloud provider services, SIEM platforms, search/analytics engines, object storage, message queues, and observability vendors. Typical use cases Common use cases include cost control (reducing ingestion and storage expenses by filtering or sampling high-volume telemetry), migration and consolidation (centralizing routing so organizations can adopt new analytics tools without changing instrumentation), security monitoring (enriching and routing security telemetry to SIEMs and threat-detection tools), and compliance (redacting sensitive fields before data leaves a controlled environment). Customers and market position Cribl is used by enterprise customers and organizations that operate large-scale telemetry environments and require an intermediary layer to manage and optimize observability data. The company positions itself as vendor-agnostic, enabling organizations to leverage existing observability and security investments while adding the ability to shape and route telemetry to new destinations. Cribl competes in the broader observability and data-routing space alongside vendors that offer collectors, SIEMs, analytics platforms, and other pipeline tools, and it is often adopted when customers need granular control over telemetry volume, costs, and distribution. Support, documentation, and community Cribl provides technical documentation, configuration guides, and community resources to help users deploy and operate its products. The company maintains documentation for connectors, pipeline functions, and deployment models, and typically provides enterprise support and professional services to assist larger customers with architecture, integration, and tuning of observability pipelines. Note: This description focuses on Cribl’s observable, verifiable product capabilities and the common technical and operational roles the company’s products serve. Specifics such as detailed pricing, release dates for particular features, and internal business metrics are not included here and should be referenced directly from the company’s official website and published materials for the most current information.