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F5 एक साइबर सुरक्षा और एंटरप्राइज़ SaaS कंपनी है, जो एप्लिकेशन सेवाओं और सुरक्षा पर केंद्रित है। इसकी तकनीक संगठनों को क्लाउड वातावरणों में डिजिटल एप्लिकेशन प्रबंधित करने में मदद करती है और एप्लिकेशन के प्रदर्शन, उपलब्धता, नियंत्रण और सुरक्षा को बेहतर बनाने के लिए क्षमताएँ प्रदान करती है।
AI Engineer III – Hyderabad Hybrid
F5 is hiring an AI Engineer III in Hyderabad to develop Generative AI, NLP, and machine learning solutions for cybersecurity and enterprise platforms. The role covers self-healing test automation, predictive analytics, AI microservices, and operational workflow automation.
विवरण
- Design and deliver Generative AI solutions that transform functional requirements and user stories into structured test scenarios and acceptance criteria
- Build NLP and sentiment-analysis pipelines for ServiceNow and customer-interaction platforms
- Develop predictive machine learning models that analyze historical defect logs and identify high-risk failure areas
- Create intelligent algorithms to detect and consolidate duplicate test cases across repositories
- Prototype and implement AI-assisted self-healing for broken UI and API test automation scripts
- Automate Azure DevOps workflows, including backlog classification, work-item routing, and process triage
- Develop anomaly detection and log-analysis solutions for Dell Boomi integrations and enterprise release pipelines
- Use AI and machine learning on security telemetry to discover vulnerabilities, prioritize risks, and recommend remediation
- Add automated summaries and predictive insights to executive Tableau dashboards
- Develop, test, and expose lightweight AI microservices and REST APIs
- Advance operational efficiency, data security governance, and engineering excellence
- Partner with QA engineers, business analysts, platform engineers, solution architects, team leaders, reporting teams, and other cross-functional engineers
- Convert complex operational use cases into AI prototypes and production-ready pipelines
आवश्यकताएँ
- Bring 2–4 years of practical experience applying AI/ML, NLP, and Generative AI to technical or business problems, including relevant internships, capstones, or production projects
- Have at least 7 years of overall hands-on IT experience
- Demonstrate strong Python programming skills
- Be familiar with Pandas, NumPy, and Scikit-learn
- Have hands-on experience with Generative AI and large language models through commercial or open-source APIs such as GPT, Gemini, Llama, or Mistral
- Have implemented Retrieval-Augmented Generation, prompt-engineering, and vector-database workflows using tools such as ChromaDB, FAISS, Pinecone, or Milvus
- Understand NLP methods including embeddings, semantic similarity search, text classification, and entity extraction
- Have hands-on experience with Selenium, Playwright, or Cypress and applying AI/ML to test automation
- Understand API development and microservices integration with FastAPI, Flask, or Node.js
- Understand SDLC fundamentals, unit testing, debugging, and Git-based source control
- Bring strong analytical problem-solving skills and a disciplined approach to experimentation and prompt evaluation
- Preferred: hold a bachelor's or master's degree in computer science, data science, artificial intelligence, or a related technical field
- Have working knowledge of or exposure to Salesforce, ServiceNow, Azure DevOps, Dell Boomi, or Tableau
- Have exposure to Copado or other Salesforce-native test automation and release tools
- Have exposure to application-security analysis and vulnerability-management tools
- Understand MLOps fundamentals such as model monitoring, API-latency optimization, and hallucination guardrails
- Be able to turn ambiguous operational workflows into clear, automated AI-driven solutions
लाभ
- Work in a diverse and inclusive workplace
- Access continuous learning opportunities
- Reasonable accommodations are available to candidates
- The organization provides QA as a Service, QA Automation as a Service, BA and Reporting as a Service, and Platform and Deployment Services
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