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Technical Lead, Connectivity (Wi-Fi / Bluetooth) Analytics

Apple

Apple

IT, Data Science
Cupertino, CA, USA
USD 181,100-318,400 / year + Equity
Posted on Dec 20, 2025
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Wireless Technologies team is looking for a lead engineer for connectivity (WiFi / BT / Thread) systems analytics team with a passion for statistical analysis with the ultimate goal of improving the connectivity experience for Apple customers. You will work on defining performance metrics, designing analytical data views for WiFi/Bluetooth/Thread software features, analyzing/mining data for future enhancements and communicating product performance. The role of the Systems analytics engineer is to turn data into actionable insights and strategic recommendations.
As a technical lead for Connectivity (WiFi / Bluetooth / Thread) Analytics, you will provide leadership to the analytics team and own your own technical deliverables. You will work cross-functionally with platform architecture, standardization, firmware/host development, system test and QA teams to define the requirements for data collection from Apple products to achieve data driven decision making. Generate and interpret reports & dashboards by aggregating & correlating metrics collected from various layers of the Wi-Fi & Bluetooth protocol stack and firmware. Assess pre and post launch performance of iOS releases for Connectivity Technology features. Present/summarize the analytics findings and propose enhancements to product development, QA and architecture teams after interpreting the connectivity software telemetry from millions of devices.
  • Define telemetry & KPI definitions for connectivity analytics across Wi-Fi, Bluetooth and Thread
  • Design & develop cross-layer datasets to evaluate functionality and performance of connectivity software / hardware
  • Perform pre & post launch assessment of connectivity KPIs
  • Extract & present key insights to influence connectivity SW/FW design decisions, prioritize key anomalies and drive new features
  • Track Wi-Fi / Bluetooth enabled user experiences via analytics and drive various optimization opportunities across cross functional organizations
  • Deep understanding of Wi-Fi (IEEE 802.11) and/or Bluetooth/BLE protocols
  • 8+ years in a systems/performance engineering role in Wi-Fi, Bluetooth or Thread technology domain with focus on data analytics, root cause analysis and identifying optimization opportunities
  • In-depth knowledge and hands-on experience with 802.11 MAC/PHY systems
  • Understanding of and passion for statistical data analysis
  • Solid understanding of Wi-Fi 6/6E/7 features & standards
  • 5+ years experience with data mining/visualization to interpret Wi-Fi / Bluetooth KPIs
  • Fluent in Python & SQL for data analysis and exploration
  • Engineering management or Technical Lead experience for Connectivity Analytics / Performance / Systems teams
  • In-depth knowledge of Bluetooth Classic and BLE protocols, including the latest Bluetooth 5.2/5.3 standards
  • Experience with Wi-Fi and Bluetooth coexistence and deep understanding of multiple radio scheduling
  • Experience with embedded software design/development & connectivity chipset commercialization
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $181,100 and $318,400, and your base pay will depend on your skills, qualifications, experience, and location.

Apple employees also have the opportunity to become an Apple shareholder through participation in Apple’s discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple’s Employee Stock Purchase Plan. You’ll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses — including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.

Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant.

Apple accepts applications to this posting on an ongoing basis.

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