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AL

AI Performance Test Architect

Artech LLC
🇺🇸 United States
On-site
4 weeks ago
  • AI
  • Load Testing
  • JMeter
  • Gatling
  • k6
  • Datadog
  • Azure
  • Dynatrace
  • New Relic
  • Splunk
  • Grafana
  • Prometheus
  • Microservices
  • CI/CD
  • Performance Testing
  • Jenkins
  • Azure DevOps
  • GitHub Actions
  • GitLab CI
  • AWS
  • GCP
  • Load Balancing
  • Java
  • Python
  • Groovy
  • JavaScript
  • SOAP
  • WebSockets
  • RabbitMQ
  • SQL
  • NoSQL
  • AI/ML
  • Machine Learning
  • AIOps
  • Azure AI
  • ChatGPT
  • Copilot
  • Claude
  • Gemini
  • Pandas
  • NumPy
  • scikit-learn
  • Test Automation
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Request ID: 109218-1
Title: AI Performance Test Architect
Location: Tampa, FL (Onsite)
Duration: 6 months
Pay Range: $50 - $53/Hour on W2/C2C (All inclusive)​


Technical Skills:
• Load Testing Tools: Deep expertise in tools such as JMeter, LoadRunner, Gatling, k6, NeoLoad, or BlazeMeter.
• APM & Observability: Strong hands-on experience with Datadog, Azure Application Insights, and exposure to Dynatrace, New Relic, AppDynamics, Splunk, Grafana, or Prometheus.
• Bottleneck Analysis: Expert-level skills in performance bottleneck identification across CPU, memory, threads, GC, database queries, network latency, and microservices.
• CI/CD Integration: Experience integrating performance testing into pipelines using Jenkins, Azure DevOps, GitHub Actions, or GitLab CI.
• Cloud Platforms: Working knowledge of AWS, Azure, or GCP — including auto-scaling, load balancing, and cloud-native performance considerations.
• Scripting & Programming: Proficiency in Java, Python, Groovy, or JavaScript for scripting and automation.
• Protocols & Architectures: Strong understanding of HTTP/HTTPS, REST/SOAP APIs, WebSockets, microservices, message queues (Kafka, RabbitMQ), and database performance (SQL/NoSQL).

AI/ML & GenAI Skills (Required):
• AI-Powered Observability: Hands-on experience with AIOps platforms and AI-driven APM features such as Datadog Watchdog/Bits AI, Dynatrace Davis AI, New Relic AI, or Azure AI Anomaly Detector.
• Predictive Performance Analytics: Experience using ML models for capacity forecasting, performance trend analysis, and proactive bottleneck prediction.
• Anomaly Detection & Root Cause Analysis (RCA): Ability to design or leverage AI/ML models for automated anomaly detection, intelligent alerting, noise reduction, and AI-assisted RCA.
• Generative AI for Engineering Productivity: Practical experience using GenAI tools (ChatGPT, Copilot, Claude, Gemini) for automated script generation, test data creation, log/trace summarization, and intelligent reporting.
• Data & ML Foundations: Working knowledge of Python data libraries (Pandas, NumPy, Scikit-learn), time-series analysis, and basic ML concepts applied to performance datasets.
• Intelligent Test Automation: Familiarity with AI-driven approaches for self-healing test scripts, smart workload modeling, and risk-based performance test selection.
• Prompt Engineering: Ability to craft effective prompts to integrate LLMs into performance engineering workflows for analysis, recommendations, and automation.

Preferred Qualifications:
• Bachelor's or master's degree in computer science, Engineering, Data Science, or related field.
• Industry certifications in performance engineering, cloud platforms (AWS/Azure), APM tools (Datadog, Dynatrace), or AI/ML certifications (Azure AI Engineer, AWS ML Specialty, Google ML Engineer) is a plus.
• Experience in regulated industries (Financial Services, Healthcare, Insurance) is a plus.
• Knowledge of chaos engineering, resilience testing, and AI-driven SRE practices.
• Experience building or integrating custom ML models or LLM-based agents to support performance engineering workflows.

Company Benefits & Culture
• Opportunity to work with a dynamic team in a fast-paced environment
• Exposure to cutting-edge technologies and methodologies
• Supportive and collaborative work culture

Appreciate your quick response and please feel free to reach me out for any query you may have.

Thanks

AI Performance Test Architect · Artech LLC

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