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Network Analytics Inventive Scientist

New Jersey
United States

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insight

Analyze data sets of millions of customers - and uncover groundbreaking solutions that have a global impact.

"You get to work on multi-million dollar projects from day one using the latest technology, and there are many training opportunities if you want to learn something new."

Sang Han — Senior Data Scientist

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Our organization supports the integrated planning of  both the Mobility and Fiber networks, helping to build the communications networks of the future by creating and driving industry leading innovations and by tackling some of the world’s biggest and richest datasets. The challenges that we address inspire exciting technical opportunities in forecasting, AI, machine learning, data science, predictive analytics and modeling, and agile development of analytic solutions.

Using Big Data analytics, we develop new methods for analyzing massive data sets to learn about our network and our customers, and to improve services and operations.

We are looking for you, if

  • You are a strong data scientist with a passion for digging into large data sets and extracting knowledge through data analysis, management, and visualization
  • You would like to work on problems that cut across all aspects of AT&T's business: network and service management, customer and business analytics, network design and optimization, and new service creation
  • You can provide end-to-end predictive and analytical solutions for non-standard problems even when the problem is not well defined
  • Your solutions involve developing and integrating novel statistical methods and algorithms and then presenting them to clients using R/Python in the AT&T open source collaborative environment RCloud (http://rcloud.social/index.html)
  • You desire to join an amazing team of professionals helping AT&T solve real world problems through statistical/machine learning analytics of massive data sets

If selected, you will have opportunities

  • To invent novel, publishable methodology that advances the multidisciplinary fields of data science and addresses real-world problems
  • To contribute to these fields through open source projects, led by AT&T
  • Work closely with other statisticians and engineers and various AT&T business unit leaders

    Desired Areas of Expertise:

    • Research background with emphasis on machine learning, computational statistics, graphics, visualization and/or engineering applications of statistics and data analysis techniques for Big Data
    • Ability to work well within and between small teams to accomplish data science tasks from data ingestion and cleansing to analysis and presentation
    • Expertise in one or more of the following areas: time series analysis, multivariate analysis, spatial statistics, functional data analysis, machine learning techniques, text mining, statistical computing in R/Python
    • Experience with very large data sets, and the ability to use software to manipulate large data and build implementations of ideas
    • Strong communication skills
    • Strong combination of data analytic techniques and algorithm skills
    • Ability to prototype and productionize innovative solutions

    Required Qualifications

    • Candidate shall have a Ph.D. in an approved field from an accredited university, or a Master’s degree in an approved field from an accredited university and a minimum of 2 years of relevant experience, or a Bachelor’s degree in an approved field from an accredited university and a minimum of 4 years of relevant experience.
    • Research background with emphasis on computational statistics, graphics, visualization and/or engineering applications of statistics and data analysis for Big Data
    • Degree such as Statistics (preferred), Applied Mathematics, Computer Science or Electrical Engineering from an accredited university

    Desired Qualifications

    • Experience with the following software tools: R, Python, Linux, SQL, and Linux Shell Scripts
    • Experience with machine learning libraries and deep learning frameworks: scikit-learn, tensorflow, keras
    • Experience with very large data sets, and the ability to use software to manipulate data and implement ideas
    • Experience with modern data management systems: Hadoop, Spark, Snowflake and/or Databricks
    • Experience with telecommunications and/or IP networking



    Job ID 2137772 Date posted 11/29/2021
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