Senior Cellular Systems Engineer, Product Analytics

ms analytics engineer is to turn data into actionable insights and strategic HW / SW design recommendations.","responsibilities":"Meet with stakeholders of cellular technologies team 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 modem protocol stack and firmware.

Assess pre and post launch performance of iOS releases for Cellular Technology features.

Define, develop and track success metrics and datasets for wireless SW / HW features.

Analyze / interpret data to evaluate performance, priority & feasibility of wireless features.

Present/summarize the analytics findings and propose enhancements to product development, research, QA and vendor/partner management teams after interpreting Wireless Technology related KPIs.

Preferred Qualifications
Experience with data mining/visualization to interpret Cellular KPIs, network configurations and modem functionality
Applying AI/ML and big data analysis techniques to solve wireless problem statements
Creation of wireless features & patents based on crowd sourced / on-device learning methods that improve user experience
Fluent with Python packages for data analysis and SQL / Splunk query languages

Minimum Qualifications
Extensive experience in systems or performance engineering role in cellular technology domain with focus on data analytics, root cause analysis and identifying optimization opportunities
Deep technical expertise with cellular systems, requirements, architecture & protocols
Excellent background with 5G cellular systems design, including PHY/L1
Understanding of and passion for statistical data analysis
Solid understanding of cellular protocol stack and 3GPP standards, particularly in RRC protocol

At Apple, we're not all the same. And that's our greatest strength. We draw on the differences in who we are, what we've experienced, and how we think. Because to create products that serve everyone, we believe in including everyone. Therefore, we are committed to treating all applicants fairly and equally. We will work with applicants to make any reasonable accommodations.