Senior Cellular Systems Engineer, Product Analytics
Senior Cellular Systems Engineer, Product Analytics
Senior Cellular Systems Engineer, Product Analytics
Senior Cellular Systems Engineer, Product Analytics
Apple Inc
Computer-Hardware
München
- Art der Beschäftigung: Vollzeit
- 68.000 € – 96.000 € (von XING geschätzt)
- Vor Ort
- Zu den Ersten gehören
Senior Cellular Systems Engineer, Product Analytics
Über diesen Job
Summary
Posted:
Weekly Hours: 40
Role Number:200650927-1731
Join the "Wireless Technologies and Ecosystems (WTE)” organization and be part of an outstanding team of engineers, working with multi-functional teams to drive innovation and develop products used by millions worldwide.
Our team is responsible of cellular product data analytics. We are a multidisciplinary team covering different competences including cellular communications engineering, data engineering, data science, data analytics, software development and machine learning.
We are looking for a cellular systems analytics engineer with a passion for statistical analysis with the ultimate goal of improving wireless experience for Apple customers.
Description
You will work on defining performance metrics, designing analytical data views for wireless 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 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.
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
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
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.
Gehalts-Prognose
Unternehmens-Details
Apple Inc
Computer-Hardware