ABOUT XENONSTACK
XenonStack is the fastest-growing
Data and AI Foundry for Agentic Systems
, enabling enterprises to gain
real-time and intelligent business insights
- We deliver innovation through: -
Agentic Systems for AI Agents
→
Vision AI Platform
→
Inference AI Infrastructure for Agentic Systems
→
Our mission is to accelerate the world’s transition to
AI + Human Intelligence
by building platforms that are
scalable, reliable, and observable by design
.
THE OPPORTUNITY
We are seeking an
Agentic Infrastructure Observability Engineer
to design and implement
end-to-end observability frameworks
for AI-native and multi-agent systems.
This role sits at the heart of
AgentOps and Reliability Engineering
— ensuring that
agents, pipelines, and infrastructure
are monitored, measurable, and continuously optimized.
If you thrive on
metrics, monitoring, and making complex systems transparent and reliable
, this role offers a chance to define observability for the next generation of enterprise AI.
KEY RESPONSIBILITIES
Observability Frameworks
observability pipelines
covering metrics, logs, traces, and cost telemetry for agentic systems.
dashboards and alerting systems
to monitor reliability, performance, and drift in real-time.
Agentic AI Monitoring
LLM usage, context windows, token allocation, and multi-agent interactions
.
- Build monitoring hooks into
LangChain, LangGraph, MCP, and RAG pipelines
.
Reliability & Performance
SLOs, SLIs, and SLAs
for agentic workflows and inference infrastructure.
- Conduct root cause analysis of
agent failures, latency issues, and cost spikes
.
Automation & Tooling
- Integrate observability into
CI/CD and AgentOps pipelines
.
- Develop custom plugins/scripts to extend observability for LLMs, agents, and data pipelines.
Collaboration & Reporting
AgentOps, DevOps, and Data Engineering teams
to ensure system-wide observability.
executive-level reporting
on reliability, efficiency, and adoption metrics.
Continuous Improvement
feedback loops
to improve agent performance and reduce downtime.
state-of-the-art observability and AI monitoring frameworks
.
SKILLS & QUALIFICATIONS
Must-Have
- 3–6 years of experience in
SRE, DevOps, or Observability Engineering
.
observability tools
(Prometheus, Grafana, ELK, OpenTelemetry, Jaeger).
cloud-native infrastructure (AWS, GCP, Azure)
and Kubernetes monitoring.
Python, Go, or Bash
for scripting and automation.
AI/LLM pipelines, RAG systems, and vector databases
.
CI/CD pipelines and monitoring-as-code
.
Good-to-Have
AgentOps tools
(LangSmith, PromptLayer, Arize AI, Weights & Biases).
AI-specific observability
(token usage, model latency, hallucination tracking).
Responsible AI monitoring frameworks
.
BFSI, GRC, SOC, or other regulated industries
.
WHY SHOULD YOU JOIN US?
Agentic AI Product Company
Build observability frameworks for
next-gen enterprise AI systems
.
2.
A Fast-Growing Category Leader
Be part of of the fastest-growing
AI Foundries
, powering mission-critical agent deployments.
3.
Career Mobility & Growth
Advance into roles like
Reliability Architect, AgentOps Lead, or Head of Observability
.
4.
Global Exposure
Work on observability challenges across
Fortune 500 enterprises and global innovators
.
5.
Create Real Impact
Ensure
transparency, trust, and resilience
in production-grade AI systems.
6.
Culture of Excellence
Our values —
Agency, Taste, Ownership, Mastery, Impatience, and Customer Obsession
— give you autonomy to innovate and accountability to deliver.
7.
Responsible AI First
Help enterprises adopt AI that is
not just powerful, but explainable and auditable
.
XENONSTACK CULTURE – JOIN US & MAKE AN IMPACT!
At XenonStack, we believe in
shaping the future of intelligent systems
. We foster a
culture of cultivation
built on bold, human-centric leadership principles, where
deep work, simplicity, and adoption
define everything we do.
Our Cultural Values
Agency
– Be self-directed and proactive.
Taste
– Sweat the details and build with precision.
Ownership
– Take responsibility for outcomes.
Mastery
– Commit to continuous learning and growth.
Impatience
– Move fast and embrace progress.
Customer Obsession
– Always put the customer first.
Our Product Philosophy
Obsessed with Adoption
– Making observability and trust an integral part of enterprise AI.
Obsessed with Simplicity
– Turning complex monitoring into seamless, actionable insights.
Be part of our mission to
accelerate the world’s transition to AI + Human Intelligence
— by making agentic AI systems
transparent, observable, and reliable at scale
.
