Charter Spectrum Stamford , CT 06901
Posted Yesterday
JOB SUMMARY
Responsible for leading the development of data-driven solutions to Charter's business problems. Utilizes analytical, statistical, and programming skills to clean, aggregate, and analyze large data sets and interpret results. This position requires a strong command of statistical techniques and machine learning algorithms, as well as a demonstrated practical ability to determine where to invest time, synthesize actionable findings across diverse assignments, and present findings to audiences with diverse agendas and varying levels of technical expertise. This role will be responsible for the delivery of insights and analytics on the trends and causes of quality-of-service and service-rate fluctuations in our Internet and Video products. Promptly identifying problematic network equipment, configuration, maintenance, and other controllable drivers while separating out the non-controllable elements such as usage and weather, resulting in insights delivered to internal stakeholders to resolve identified issues.
Will require a range of applied analytic techniques, from simple crosstabs to state-of-the-art AI/ML algorithms to measure the causal impact of drivers. In particular, we are expanding our approaches and techniques to include the fast-developing field of Causal AI. These techniques will be applied against a set of large and growing data - over 30 million rows of 100 columns per day, and growing. Compute resources will include high-end relational data warehouse and cloud-based GPU-heavy compute for AI/ML. This role will be considered an intellectual co-owner of the algorithms and procedures methods used to derive causal insights from observational data. Works with R&D and development (analytic requirements) against backlog of desired features.One will perform R&D on and apply these techniques to real-world problems in order to further refine and develop the methods and implementation of them. In addition, this role will be the lead applied analyst on the team, responsible for reviewing work product, providing constructive and coaching feedback to junior team members, and delivering key results to senior stakeholders in a clear, polished, and professional manner. This position requires a strong command of statistical techniques and machine learning algorithms, as well as a demonstrated practical ability to determine where to invest time, synthesize actionable findings across diverse assignments, and present findings to audiences with diverse agendas and varying levels of technical expertise.
MAJOR DUTIES AND RESPONSIBILITIES
WHAT YOU'LL BRING TO SPECTRUM
Required Qualifications
Required Skills/Abilities and Knowledge
in this field.on these topics
Demonstrated ability and desire to continually expand skill set, and learn from and teach others
Required Education
Bachelor's degree in computer science, statistics, operations research and/or equivalent combination of education and experience
Required Related Work Experience and Number of Years
PREFERRED QUALIFICATIONS
Preferred Skills/Abilities and Knowledge
techniques, and implementing in practice
Knowledge of other relevant techniques such as text analysis and text mining
Preferred Education
Master's degree in related field (ML / AI / DS)
WORKING CONDITIONS
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BDA630 2024-41402 2024
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A qualified applicant's criminal history, if any, will be considered in a manner consistent with applicable laws, including local ordinances.
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