1+ months
2018-05-242018-07-23

Bell Labs Consulting – Data Scientist - Nokia

Murray Hill, New Jersey

Are you a person who likes to understand the latest business and technological trends and developments in the ICT industry? Evaluate shifting perspectives and implications for existing and new players? Driven by a passion to shape the vision, strategy and critical transformation decisions of major players in the emerging digital and cognitive economy? If so, Bell Labs Consulting is the place for you.

Bell Labs Consulting is an applied R&D based consulting organization with a mission to guide our customers through the massive network, operations and business transition they must undertake to be industry leaders in the emerging digital and increasingly cognitive economy. Bell Labs Future X Network Architecture defines the vision of end state of these transformations.

Our clients include traditional communication service providers, new alternative network providers, private network owners (industry verticals, enterprises, etc.), public sector and regulators around the world. Our work typically includes understanding a customer’s current network, operations, and services, and provide guidance on how to evolve them in line with future demands, business drivers, enabling technologies, emerging standards and industry trends. Customer engagements leverage Bell Labs’ proprietary tools, models, knowledge repositories, multi-disciplinary expertise and innovative problem-solving skills.

 

Main Activities

  • Apply your deep data science technical skills to support the Bell Labs Consulting organization in IP creation & delivery
  • Collaborate with BLC team members to advance our capabilities in data science-driven projects
  • Build technical capability to enable efficient machine learning on big data sets
  • Create models and apply algorithms to different use-cases in domains such as customer experience, churn analysis, capex planning, proactive care, etc.
  • Track the current state of technology in data science project execution in the telecommunications industry through standards bodies such as TM Forum and across competitors.
  • Contribute actively to the development and dissemination of BLC intellectual property.
  • Participate in project reviews with the customer, and internally with the project/BLC team.
  • Contribute to the development of whitepapers, presentations and other materials to help grow Bell Labs Consulting’s thought leadership

Requirements

  • The candidate should have experience in developing Machine learning (ML) models such as logistic regression, CART, Random Forest, Gradient Boosting etc., to address solutions to various telecom business problems.
  • Familiarity with supervised, unsupervised algorithms and the ability to execute them at scale. Understanding of ML models’ performance metrics and the ability to do feature engineering to achieve best performance.
  • Expertise in R or Python is highly required with knowledge of standard ML libraries, and the ability to document analysis in Notebooks (R, Jupyter, Zeppelin or like)
  • Experience in Telecom domain is highly desirable with knowledge in areas such as subscriber churn, capex optimization, customer experience management etc.
  • Knowledge of statistical tests (T-test, Chi-square test, ANOVA etc.), hypothesis testing and Bayesian inference concepts. Desirable to have experience in A/B testing & Design of Experiments.
  • Understanding of relational and non-relational DBMS and experience in writing SQL queries.
  • Ability to perform scalable machine learning using distributed frameworks such as Spark, Sparklyr, PySpark is required.
  • Experience in data visualization techniques to build intuitive visualizations to tell stories with data. Should have used Tableau, ggplot2 or matplotlib libraries
  • Desirable to have experience in implementing deep learning models using open source frameworks such as Keras, MXnet and Tensor Flow.
  • MSc. degree with at-least 6 years of work experience and/or Ph.D. in Data Science, Data Analytics, Machine Learning, Computer Science or Mathematics.

     

Job

Business Consulting

 

Primary Location

North Americas-United States-New Jersey-Murray Hill

 

Schedule

Full-time

Categories

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Bell Labs Consulting – Data Scientist - Nokia

Nokia
Murray Hill, New Jersey

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Nokia
Murray Hill, New Jersey

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