About the position
APPLE INC has the following available in Cupertino, California and various unanticipated locations throughout the USA. Meet with stakeholders of wireless technologies team to define the requirements for data collection from Apple products to achieve data driven decision making. Define, develop & Track success metrics & datasets for new wireless HW/SW Features. Assess pre and post launch performance of iOS releases for Wireless Technology features. Present/summarize the insights and propose enhancements to product. Analyze / interpret data to evaluate performance & feasibility. Develop various predictive models that can be applied to optimize Wireless Performance of Apple products. Understanding of and passion for statistical modeling and data analysis. Experience with data mining/visualization to interpret wireless network critical metrics. Knowledge of wireless systems, architecture & protocols. Solid knowledge and experience with algorithms including classification, clustering, sensitivity analysis, decision trees, clustering, regression analysis for generating insights from crowd sourced data. Experience in software design/development is required to provide requirements for Key Performance Indicator definitions and provide suggestions on how to improve future products. Understanding of wireless systems and experience with applying machine learning techniques on wireless communications related problem statements.
Responsibilities
- Meet with stakeholders of wireless technologies team to define requirements for data collection from Apple products.
- Define, develop & track success metrics & datasets for new wireless HW/SW features.
- Assess pre and post launch performance of iOS releases for Wireless Technology features.
- Present/summarize insights and propose enhancements to product.
- Analyze/interpret data to evaluate performance & feasibility.
- Develop various predictive models to optimize Wireless Performance of Apple products.
- Provide requirements for Key Performance Indicator definitions.
- Suggest improvements for future products.
Requirements
- Bachelor’s degree or foreign equivalent in Computer Science, Information Technology, Mechanical Engineering or related field.
- 5 years of progressive, post-baccalaureate experience in the job offered or related occupation.
- 5 years of experience with Python and Java/Scala for data exploration, analysis, automation, and visualization.
- 5 years of experience with Wireless 4G/5G Networks.
- 5 years of experience with Machine Learning for pattern recognition.
- 5 years of experience with Time Series Analysis for interpreting logs collected from devices.
- 5 years of experience with Tableau for data visualization.
- 5 years of experience with Git.
- 5 years of experience with IMS protocol for analyzing call performance.
- Knowledge of relational and non-relational databases and query languages such as Splunk and MySQL.
Benefits
- Comprehensive medical and dental coverage.
- Retirement benefits.
- A range of discounted products and free services.
- Reimbursement for certain educational expenses, including tuition.
- Opportunity to participate in Apple’s discretionary employee stock programs.
- Eligibility for discretionary restricted stock unit awards.
- Ability to purchase Apple stock at a discount through Employee Stock Purchase Plan.
- Potential for discretionary bonuses or commission payments.
- Relocation assistance.
