HomeTexasSenior-Data Scientist

Dallas, TX

Senior-Data Scientist

Location350 S Buckner Blvd, Dallas, Texas 75217
Employment TypeContractor
Date Posted2022-08-08
Direct Apply
Valid Through2023-06-21

Job Description:


This career step requires Senior level experience. This Data Scientist position supports the AT&T Customer Care Organization to improve efficiencies and customer experience by translating business problems to insights and codes solutions using the following typical workflow; data extraction, cleansing, feature engineering, exploratory data analysis, model selection/creation, hyper-parameter tuning, model interpretation, model retraining, business process and/or system implementations, high level proof of concept and trials, visualization, deployment to production, post deployment ML ops monitoring/diagnosis/resolutions. Key Roles and Responsibilities: Proficient in statistical design of experiments (factorial, response surface modeling, Plackett-Burman, central composite designs, Box-Behnken, etc.) in order to validate proof of concepts in a production environment, protect against selection and/or emergent bias and to allow simultaneous trials without cross-trial interference. While this emphasis for this role is on the application of modern techniques, it is assumed that candidates have a strong grasp of basic statistical concepts and a strong understanding of the theoretical underpinnings of any techniques being utilized. The data models created may be used internally and by business units to solve business problems, create income generating models, or to identify improved business processes for cost savings opportunities. Designs, builds, and analyzes large (e.g. 100s of Terabytes or higher as technology advances) and complex data sets from various structured and unstructured sources while thinking strategically about data use and data design. Proficiency in algorithm categories such as Supervised Learning, Unsupervised Learning, Optimization Algorithms, Deep Learning, AI-Computer Vision, Natural Language Processing, Deep Reinforcement Learning, Search Algorithms, AI-Knowledge Graphs. Coding proficiency required in at least one data science language (Python, R, Scala, and SQL), as well as expertise with modern ML packages and libraries (SciKitLearn, Pandas, PyTorch, TidyVerse, Tensorflow, Keras, Shiny, and/or AutoML tools). Proficiency in cloud AI technologies desired, as this position implements AI solutions within the target AI architecture led by the Data Council/Data Review Board. Ability to organize and crisply communicate insights from analysis of large data sets in an intuitive manner to non-technical business partners. Job Contribution: Senior level technical expertise. Deep technical knowledge and subject matter expert on ATT technologies.

Our Sr. Data Scientists earn between $127,100 – 254,300 yearly. Not to mention all of the other amazing rewards that working at AT&T offers. From health insurance to tuition reimbursement and paid time off to discounts on products and services just to name a few. There is a lot to be excited about around here.

#VirtualWorker #ConnectOurCustomers #Virtual

AT&T will consider for employment qualified applicants in a manner consistent with the requirements of federal, state and local laws

Education: Required Masters degree from an accredited University in a Quantitative field of study such as Data Science, Math, Statistics, Engineering or Physics.

Experience: Typically requires 5-8 years experience.

Supervisory: No.

We expect employees to be honest, trustworthy, and operate with integrity. Discrimination and all unlawful harassment (including sexual harassment) in employment is not tolerated. We encourage success based on our individual merits and abilities without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, disability, marital status, citizenship status, military status, protected veteran status or employment status.

Job ID: 2166125168511758294

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