LogicMonitor

Sr. Software Engineer - AI

LogicMonitor$143K — $198K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Data Engineering, or related field.
  • 4-5 years of experience in backend or data systems engineering.
  • Experience building streaming data pipelines (Kafka/Spark or similar).
  • Strong programming background in Java and Python, including microservice design.
  • Familiar with ETL, data modeling, and distributed storage systems.
  • Understanding of Kubernetes, containerization, and CI/CD workflows.

Responsibilities

  • Design and build streaming and batch data pipelines for AI workflows.
  • Develop ETL and feature-extraction pipelines using Python and Java.
  • Integrate data ingestion from multiple observability sources into AI-ready formats.
  • Build resilient data orchestration using Kafka, Airflow, and Redis Streams.
  • Collaborate with the AI Platform team on managing embeddings and model context storage.
  • Optimize latency and throughput for AI response generation.
  • Maintain fault-tolerant API infrastructure and implement data validation.

Benefits

  • Comprehensive health, dental, and vision coverage.
  • Generous parental leave policies.
  • Access to Employee Assistance Program and various Wellness programs.
  • 401K with company matching.
  • Lifestyle Spending Account.
  • Unlimited vacation policy.
Full Job Description
This role is open to candidates based in or near San Francisco, CA. At LogicMonitor, we hire within our Centers of Energy-vibrant locations where our teams connect, collaborate, and innovate.

What You'll Do:

LogicMonitor® is the AI-first hybrid observability platform powering the next generation of digital infrastructure. LogicMonitor delivers complete visibility and actionable intelligence across on-premises, cloud, and edge environments. By anticipating issues before they strike, optimizing resources in real time, and enabling faster, smarter decisions, LogicMonitor helps IT and business leaders protect margins, accelerate innovation, and deliver exceptional digital experiences without compromise.

Our customers love LogicMonitor's ability to bring cloud and traditional IT together into one view, as seen in minimal churn rates, expansion business, and exciting new customer references. In fact, LogicMonitor has received the highest Net Promoter Score of any IT Infrastructure Management provider. LogicMonitor also boasts high employee satisfaction. We have been certified as a Great Place To Work®, and named one of BuiltIn's Best Places to Work for the seventh year in a row!

LogicMonitor is advancing observability through AI-driven data intelligence, connecting massive telemetry streams with the reasoning capabilities of large language models. We're looking for a Senior Software Engineer who sits at the intersection of backend systems and data engineering, capable of building scalable data pipelines, APIs, and retrieval frameworks that fuel Edwin AI and other AIOps products. You'll design, build, and optimize the data infrastructure that makes GenAI-powered insights reliable, explainable, and real-time.

Here's a closer look at this key role:
  • Design and build streaming and batch data pipelines that process metrics, logs, and events for AI workflows.
  • Develop ETL and feature-extraction pipelines using Python and Java microservices.
  • Integrate data ingestion and enrichment from multiple observability sources into AI-ready formats.
  • Build resilient data orchestration using Kafka, Airflow, and Redis Streams.
  • Develop data indexing and semantic search for large-scale observability and operational data.
  • Work with structured and unstructured data lakes and warehouses (Delta Lake, Iceberg, ClickHouse).
  • Collaborate with the AI Platform team to manage embeddings, metadata, and model context storage.
  • Optimize latency and throughput for retrieval, query expansion, and AI response generation.
  • Build and maintain Java microservices (Spring Boot) that serve AI and analytics data to Edwin and AIOps applications.
  • Develop Python APIs (FastAPI / LangGraph) for LLM orchestration, summarization, and correlation reasoning.
  • Implement schema contracts and streaming protocols (REST, gRPC, SSE, WebSockets) between services.
  • Ensure fault-tolerant, observable, and performant API infrastructure.
  • Instrument services with OpenTelemetry for unified metrics, tracing, and logging.
  • Implement data validation, schema evolution, and lineage tracking across AI pipelines.
  • Enforce data privacy, RBAC, and compliance for model inputs and stored context.
  • Collaborate with SRE and AI teams to monitor and optimize end-to-end AI system performance.

What You'll Need:

  • Bachelor's degree in Computer Science, Data Engineering, or a related field.
  • 4-5 years of experience in backend or data systems engineering.
  • Experience building streaming data pipelines (Kafka / Spark or any similar technology).
  • Strong programming background in Java and Python, including microservice design.
  • Experience with ETL, data modeling, and distributed storage systems.
  • Familiarity with LLM pipelines, embeddings, and vector retrieval.
  • Understanding of Kubernetes, containerization, and CI/CD workflows.
  • Awareness of data governance, validation, and lineage best practices.
  • Strong communication and collaboration across AI, Data, and Platform teams.

Anticipated Application Close Date: 9/20/2026

LogicMonitor is dedicated to fostering a culture of transparency and fairness, including our commitment to pay transparency. We provide the base salary ranges for all positions posted within the United States.

Compensation packages at LogicMonitor for eligible roles include base salary, a variable plan depending on role, along with comprehensive benefits. The range displayed on each job posting reflects the minimum and maximum base salary target for new hires in the position, determined by work location and additional factors, including job-related skills, experience, interview performance, and relevant education or training. As part of our holistic compensation philosophy, your package will also include, but is not limited to: Comprehensive health, dental and vision coverage, generous parental leave policies, access to our Employee Assistance Program and various Wellness programs, a 401K with company matching, a Lifestyle Spending Account, and an unlimited vacation policy. For more information on our benefits, see our careers page.

The Base Salary range for this role is:

$143,000-$198,440 USD

Our goal is to ensure an accessible and inclusive experience for every candidate.

If you need a reasonable accommodation during the application or interview process under applicable local law, please submit a request via this Accommodation Request Form.

Know your rights: workplace discrimination is illegal. Please click here to review LogicMonitor's U.S. Pay Transparency Nondiscrimination Provision.

About LogicMonitor

LogicMonitor is a software company that provides cloud-based infrastructure monitoring solutions to businesses. The company was founded in 2007 and is headquartered in San Francisco, California. LogicMonitor's software is designed to help businesses monitor their IT infrastructure, including servers, networks, and applications. The company's software is used by a wide range of businesses, including those in the healthcare, financial services, and technology industries. LogicMonitor has a strong focus on customer service and provides ongoing support to its clients.
Learn more about LogicMonitor
Size
800 employees
Industry
Founded
2008

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