Data Architect
Apply NowCompany: V2 Innovations
Location: Plano, TX 75025
Description:
We are looking for relevant experience in troubleshooting performance issues and experienced in analyzing large data sets using statistical methods.
10+ years of professional experience in RAN and RF Engineering with 2 years' experience in Data Science supporting the statistical analysis of the performance data
-Aid in product & feature performance analysis, evaluation of new product & SW releases and 3rd party product evaluation using analytics/data science to drive intelligent business decisions and to build product synergies across all product elements
-Strong technical knowledge of any wireless technology & procedures including CDMA/EVDO/LTE/Volte and/or 5G
Proactive monitoring in identifying Key KPI degradation for VoLTE, 4G/5G technologies and analyzing the root cause of degradation
Analyzing changes in service impacting parameters and alarms and analyzing their impact on KPIs
Working closely with Tier-3 team in troubleshooting and resolving internal performance tickets
Focus on VoLTE KPIs to improve muting and drop calls with focus on optimizing handovers and minimize factors such as RRE which impacts muting
Work closely with the internal and external stakeholders to define 4G/5G KPI measurement methodologies and targets (KPI, KQI) for 4G/5G RAN product acceptance.
Work closely with stakeholders to help build products that help utilize large amount of structured & unstructured data in analyzing network performance.
Ability to use statistical languages such as R, programmable languages such as python and data visualization tools such as Tableau/Spotfire to analyze large datasets and present information to stakeholders
Proactively define and interpret data/metrics/KPIs, analyze results, and provide insights to determine operational impact, trends and opportunities for all the 4G/5G RAN products
Communicate key findings to stakeholders using visualizations and/or other suitable methods
Aid in product & feature performance analysis, evaluation of new product & SW releases and 3rd party product evaluation using analytics/data science to drive intelligent business decisions and to build product synergies across all product elements
Demonstrate ability to analyze and interpret a mix of qualitative and quantitative data using various data sources, construct compelling narratives, and provide actionable insights and recommendations on complex topics.
Excellent verbal and written communication skills to communicate key technical concepts, ability to package complex ideas into logical, easy-to-follow progressions
Adapt to changes in a dynamic business environment, support management initiatives, and guide other engineers
Present ideas, technical and non-technical, in a logical, compelling manner in a written format and verbally in both small and large group settings
What You Need
Bachelor's Degree in Computer Science or Electrical Engineering; Advanced degree in Data Science or a related Data Engineering, or equivalent experience is beneficial.
Strong technical knowledge of any wireless technology & procedures including CDMA/EVDO/LTE/Volte and 5G
Must possess expert-level understanding of operational measurements/counters to monitor and define Key Performance Indicators (KPIs)
Experience with evaluating service performance trends and proactively defining RAN system performance related issues
Experience with data visualization and ability to quickly grasp statistical methods, and methodologies. Maintain a strong command of current data analytics technology trends, including emerging paradigms and practices
Successful record of accomplishment defining direction and providing specific instruction for engineering projects/programs leveraging personal knowledge and organizational skills to increase team efficiency, facilitate personal development and mentor colleagues.
Working knowledge of statistical concepts (distributions, hypothesis testing, confidence intervals) and experience applying to real-world applications
Demonstrated research and problem-solving skills via prior work experience. Experience with wireless infrastructure provider and/or operator is desired
Must have a strong work ethic, integrity and work extremely well in a team environment
What Is Nice To Have
8-10 years of directly related experience is required.
Experience with evaluating service performance trends and proactively defining RAN system performance related issues
Experience with data visualization and ability to quickly grasp statistical methods, and methodologies. Maintain a strong command of current data analytics technology trends, including emerging paradigms and practices
10+ years of professional experience in RAN and RF Engineering with 2 years' experience in Data Science supporting the statistical analysis of the performance data
-Aid in product & feature performance analysis, evaluation of new product & SW releases and 3rd party product evaluation using analytics/data science to drive intelligent business decisions and to build product synergies across all product elements
-Strong technical knowledge of any wireless technology & procedures including CDMA/EVDO/LTE/Volte and/or 5G
Proactive monitoring in identifying Key KPI degradation for VoLTE, 4G/5G technologies and analyzing the root cause of degradation
Analyzing changes in service impacting parameters and alarms and analyzing their impact on KPIs
Working closely with Tier-3 team in troubleshooting and resolving internal performance tickets
Focus on VoLTE KPIs to improve muting and drop calls with focus on optimizing handovers and minimize factors such as RRE which impacts muting
Work closely with the internal and external stakeholders to define 4G/5G KPI measurement methodologies and targets (KPI, KQI) for 4G/5G RAN product acceptance.
Work closely with stakeholders to help build products that help utilize large amount of structured & unstructured data in analyzing network performance.
Ability to use statistical languages such as R, programmable languages such as python and data visualization tools such as Tableau/Spotfire to analyze large datasets and present information to stakeholders
Proactively define and interpret data/metrics/KPIs, analyze results, and provide insights to determine operational impact, trends and opportunities for all the 4G/5G RAN products
Communicate key findings to stakeholders using visualizations and/or other suitable methods
Aid in product & feature performance analysis, evaluation of new product & SW releases and 3rd party product evaluation using analytics/data science to drive intelligent business decisions and to build product synergies across all product elements
Demonstrate ability to analyze and interpret a mix of qualitative and quantitative data using various data sources, construct compelling narratives, and provide actionable insights and recommendations on complex topics.
Excellent verbal and written communication skills to communicate key technical concepts, ability to package complex ideas into logical, easy-to-follow progressions
Adapt to changes in a dynamic business environment, support management initiatives, and guide other engineers
Present ideas, technical and non-technical, in a logical, compelling manner in a written format and verbally in both small and large group settings
What You Need
Bachelor's Degree in Computer Science or Electrical Engineering; Advanced degree in Data Science or a related Data Engineering, or equivalent experience is beneficial.
Strong technical knowledge of any wireless technology & procedures including CDMA/EVDO/LTE/Volte and 5G
Must possess expert-level understanding of operational measurements/counters to monitor and define Key Performance Indicators (KPIs)
Experience with evaluating service performance trends and proactively defining RAN system performance related issues
Experience with data visualization and ability to quickly grasp statistical methods, and methodologies. Maintain a strong command of current data analytics technology trends, including emerging paradigms and practices
Successful record of accomplishment defining direction and providing specific instruction for engineering projects/programs leveraging personal knowledge and organizational skills to increase team efficiency, facilitate personal development and mentor colleagues.
Working knowledge of statistical concepts (distributions, hypothesis testing, confidence intervals) and experience applying to real-world applications
Demonstrated research and problem-solving skills via prior work experience. Experience with wireless infrastructure provider and/or operator is desired
Must have a strong work ethic, integrity and work extremely well in a team environment
What Is Nice To Have
8-10 years of directly related experience is required.
Experience with evaluating service performance trends and proactively defining RAN system performance related issues
Experience with data visualization and ability to quickly grasp statistical methods, and methodologies. Maintain a strong command of current data analytics technology trends, including emerging paradigms and practices