16 Aug
|
Innova ESI
|
Pune
? Role Overview
We are seeking highly skilled
Performance Engineers
with robust expertise in testing
AI agents
and
AI platforms
. The ideal candidate will combine deep performance engineering skills with
AI awareness
, ensuring scalability, reliability, and efficiency of next-generation AI workloads.
?️ Key Responsibilities
- Performance Testing
of AI agents and platforms, focusing on latency, throughput, and resource utilization.
- Design and execute
load and stress tests
for AI-driven applications.
- Collaborate with AI developers to identify bottlenecks in
model inference
and optimize system performance.
- Implement monitoring solutions for
AI pipelines
, ensuring observability across distributed systems.
- Provide detailed performance reports and recommend
optimization strategies
.
- Ensure compliance with scalability and reliability standards in
cloud AI environments
.
? Required Skills
- Strong background in
performance engineering
(load testing, profiling, benchmarking).
- Hands-on experience with tools like
JMeter
,
Locust
, or
Gatling
.
- Familiarity with
AI/ML concepts
(model training, inference, evaluation metrics).
- Knowledge of
GPU/CPU utilization
and distributed computing.
- Experience with
cloud platforms
(Azure AI, AWS Bedrock, Google Vertex AI).
- Strong analytical and problem-solving skills with ability to debug complex performance issues.
✅ Preferred Qualifications
- Exposure to
AI observability tools
(Prometheus, Grafana, OpenTelemetry).
- Experience with
vector databases
and caching strategies.
- Prior work on
multi-agent systems
.
- Understanding of
AI evaluation metrics
such as accuracy, precision, recall, and hallucination rate.
? Location
- Open to candidates in
Pune
with strong availability.
⏱️ Availability
- Immediate joiners preferred
.
📌 Performance Engineer (Pune)
🏢 Innova ESI
📍 Pune