Sr Specialist Member of Technical Staff (AI & Network Automation Engineer)

We need to output HTML fragment with sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections if posting has real specific content. Must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info, not invent or summarize away detail. Remove boilerplate (cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, application instructions). Must not include filler like "commensurate with experience". Must not create Pay/Schedule/Benefits unless posting actually states them. The posting includes salary range, benefits list, weekly hours 40, location info. So we can have Pay section with salary range. Benefits section with list of benefits. Schedule section with weekly hours 40 and maybe location? Actually schedule is about hours. The posting says "Weekly Hours 40 Time Type Regular". So schedule: 40 hours per week, regular time type. Also location info maybe not needed as schedule. Could include location in a separate section? Not required. Only sections listed. Could include "About the role" as intro paragraph summarizing role. Then "Responsibilities" list from "What You'll Do". Then "Requirements" maybe from "What You'll Need". Then "Qualifications" maybe from "What You'll Bring"? Actually "What You'll Bring" seems like qualifications/skills. Could split: Requirements = mandatory (What You'll Need). Qualifications = preferred (Preferred Qualifications). Skills = maybe combine? But we need to follow instruction: Use headings for section headings (e.g. About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule). We can include those that have content. We'll need to decide mapping. Let's extract content: About the role: The introductory paragraphs before "What You'll Do": "This position requires office presence of a minimum of 5 days per week and is only located in the location(s) posted. No relocation is offered. AT&T is transforming network operations through AI, automation, and software-defined technologies. We are seeking a Sr Specialist Member of Technical Staff (AI & Network Automation Engineer) to help drive the next generation of intelligent operational platforms that power one of the world's largest telecommunications networks. In this role, you'll help develop, integrate, validate, and automate enterprise platforms and operational systems that support network provisioning, service delivery, observability, orchestration, and autonomous operations. You'll work at the intersection of software engineering, telecommunications, AI, automation, and operational transformation, partnering with network engineering, architecture, operations, and development teams to deliver innovative solutions that improve reliability, scalability, and operational efficiency. If you're passionate about leveraging AI and software automation to modernize large-scale telecommunications environments, we'd love to hear from you." We can keep that as About the role. Responsibilities: The bullet list under "What You'll Do". It has several subheadings: Build Intelligent Network Automation Solutions, Develop & Validate Operational Platforms, Enable Network & Service Onboarding, Drive Troubleshooting & Operational Intelligence, Advance AI & Next-Generation Operations, Create Technical Documentation & Best Practices. Each with bullet points. We'll need to flatten into

• items preserving details. Could keep subheadings as part of li text? Probably just list each bullet as li. We'll need to capture all bullet points. Let's extract bullet points: Under Build Intelligent Network Automation Solutions: - Design, develop, test, and support AI-driven automation solutions that improve network operations, service delivery, and operational efficiency. - Develop and enhance automation workflows leveraging APIs, orchestration platforms, enterprise systems, and AI technologies. - Validate inventory synchronization, service orchestration, workflow execution, telemetry collection, and platform integrations. Under Develop & Validate Operational Platforms: - Build, deploy, and maintain N/N+1 lab environments supporting telecommunications platforms, automation systems, and OSS ecosystems. - Create realistic test environments that replicate production network architectures and operational workflows. - Support software upgrades, feature validation, interoperability testing, and operational readiness initiatives. Under Enable Network & Service Onboarding: - Support onboarding of network infrastructure, applications, and services into automation and operational platforms. - Validate provisioning, activation, assurance, inventory management, and lifecycle management workflows. - Ensure connectivity, configuration accuracy, and operational data integrity across systems. Under Drive Troubleshooting & Operational Intelligence: - Analyze logs, telemetry, events, and operational datasets to identify issues and improve platform performance. - Perform root-cause analysis and collaborate across engineering teams to resolve complex integration challenges. - Contribute to observability, monitoring, and operational intelligence initiatives. Under Advance AI & Next-Generation Operations: - Support development of AI, Machine Learning, and Generative AI capabilities that enhance operational decision-making. - Contribute to intelligent automation initiatives involving: Test Automation Predictive Analytics Log Analysis Event Correlation Anomaly Detection Workflow Optimization - Evaluate emerging technologies that improve automation, visibility, and network operations. Under Create Technical Documentation & Best Practices: - Develop deployment guides, validation plans, onboarding procedures, architecture documentation, troubleshooting runbooks, and operational standards. - Share knowledge and contribute to engineering excellence across teams. We'll keep them as li. Requirements: "What You'll Need" section includes sub-sections: Telecommunications Expertise, Software Engineering & Automation, AI & Data Technologies, Education. We'll extract bullet points. Telecommunications Expertise: - Experience working with telecommunications network environments, including IP, transport, optical, wireless, or service delivery architectures. - Knowledge of OSS platforms, network lifecycle management, service provisioning, activation, inventory, assurance, and operational workflows. - Understanding of network automation, orchestration, controller-based architectures, and operational support systems. - Familiarity with network observability, telemetry, monitoring, and performance management solutions. Software Engineering & Automation: - Strong programming skills in Python or similar languages used for automation, testing, and analytics. - Experience with APIs, microservices, distributed systems, and enterprise platform integrations. - Hands-on experience with Linux/Unix environments, Git, containers, CI/CD pipelines, and automation frameworks. - Experience developing, testing, and maintaining scalable software-based solutions. AI & Data Technologies: - Knowledge of AI, Machine Learning, Generative AI, intelligent automation, or advanced analytics solutions. - Experience applying AI to operational use cases such as automation, anomaly detection, predictive analytics, or workflow optimization. Education: - Bachelor's degree in Computer Science, Computer Engineering, Electrical Engineering, Telecommunications Engineering, Data Science, or a related technical discipline. - Equivalent combination of education and relevant experience may be Note: The last line "Equivalent combination of education and relevant experience may be" seems incomplete; maybe it's "may be considered". We'll keep as is. Qualifications: "Preferred Qualifications" bullet points: - Experience supporting telecommunications service providers, network operators, or large-scale enterprise network environments. - Experience with OSS modernization, network transformation, cloud-native platforms, or autonomous network initiatives. - Exposure to software-defined networking (SDN), network orchestration, observability platforms, and AI-powered operations. - Ability to bridge telecommunications domain expertise with software engineering and AI-driven automation. Skills: Could be from "What You'll Bring" which lists skills/attributes. Let's extract: What You'll Bring: - Passion for solving complex operational challenges through AI, software engineering, and automation. - Strong understanding of telecommunications network operations and modern OSS ecosystems. - Experience collaborating across software engineering, network architecture, operations, and platform teams. - Ability to translate business and operational requirements into scalable automation solutions. - Strong analytical, troubleshooting, documentation, and communication skills. - Curiosity to evaluate emerging AI and automation technologies that improve operational outcomes. - A mindset focused on innovation, continuous improvement, and operational excellence. We can put these under Skills. Benefits: The posting lists benefits under "Joining Our Team Comes With Amazing Perks And Benefits" then a list: - Medical/Dental/Vision coverage - 401(k) plan - Tuition reimbursement program - Paid Time Off and Holidays (based on date of hire, at least 23 days of vacation each year and 9 company-designated holidays) - Paid Parental Leave - Paid Caregiver Leave - Additional sick leave beyond what state and local law require may be available but is unprotected - Adoption Reimbursement - Disability Benefits (short term and long term) - Life and Accidental Death Insurance - Supplemental benefit programs: critical illness/accident hospital indemnity/group legal - Employee Assistance Programs (EAP) - Extensive employee wellness programs - Employee discounts up to 50% off on eligible AT&T mobility plans and accessories, AT&T internet (and fiber where available) and AT&T phone We'll include these as li. Pay: Salary range: "$128,100.00 - $192,100.00 USD Annual." Also note "Individual starting salary within this range may depend on geography, experience, expertise, and education/training." We'll include that. Schedule: Weekly Hours 40 Time Type Regular. Also location info maybe not needed for schedule. We'll include schedule: 40 hours per week, regular time type. We must not include boilerplate like EEO etc. Remove that. Now produce HTML fragment with headings

  and content. Structure:

  About the role

  ... (intro paragraph)

  Responsibilities

  • ... each bullet

  Requirements

  • ... each bullet under What You'll Need

  Qualifications

  • ... each bullet under Preferred Qualifications

  Skills

  • ... each bullet under What You'll Bring

  Benefits

  • ... each benefit

  Pay

  $128,100.00 - $192,100.00 USD Annual. Individual starting salary within this range may depend on geography, experience, expertise, and education/training.

  Schedule

  40 hours per week, regular time type.

  We must ensure no extra whitespace or markdown. Just raw HTML. Check for any duplicated content: Ensure we didn't include any boilerplate like "Click here to learn more" etc. We removed. Check for any mention of "Not to mention all the other amazing rewards that working at AT&T offers." That's fluff but maybe part of benefits? It's generic; we could ignore as it's not specific benefit. We'll not include. Check for any mention of "Location: Dallas, Texas, Plano, Texas, USA:NJ:Middletown / S Laurel Ave - Bldg A:200 S Laurel Ave Bldg A". That's location info; not required for any section; we could ignore as not requested. The instruction says do not put Job ID/requisition numbers as headings — fold minor metadata into a short

  or drop it. Location is minor metadata; we could drop it. Not required to include. Check for any mention of "Weekly Hours 40 Time Type Regular". We used that. Check for any mention of "Not to mention all the other amazing rewards that working at AT&T offers." We dropped. Check for any mention of "AT&T and its subsidiaries are committed to equal employment opportunity." That's EEO boilerplate; we removed. Check for any mention of "Click here to learn more or request an application accommodation here." removed. Now ensure we didn't invent or summarize away detail. We kept all bullet points. Let's list all bullets to verify we didn't miss any. From Responsibilities: 1. Design, develop, test, and support AI-driven automation solutions that improve network operations, service delivery, and operational efficiency. 2. Develop and enhance automation workflows leveraging APIs, orchestration platforms, enterprise systems, and AI technologies. 3. Validate inventory synchronization, service orchestration, workflow execution, tele