TDS

  • Machine Learning Validation Intern

    Job Locations US-OR-Bend
    ID
    2018-13234
    Company
    TDS Telecom
  • Overview

    The supervised Machine Learning internship is an opportunity to work hand-in-hand with the data science team.  This project looks at proactive network management to improve customer experience.  The dataset includes customer trouble ticket and time-series network data.  Using analytical techniques, network problems can be predicted and with the right application used to correct issues before they impact customer experience.  This role is directly involved in the training datasets required to tune and validate the machine learning models.  Other projects using similar methods may be included in the scope of the internship.

     

    TDS Telecom relies on our dynamic 290+ person IT team to innovate using leading edge technologies that empower us to continually move forward. Our diverse team focuses on the development and support of new products and services, while capitalizing on extensive training opportunities and vendor seminars. Team members have a passion for technology and thrive in a fast-paced, high-tech, opportunity-for-growth, and continuous learning environment.

     

    School is top priority so TDS offers very flexible schedules, while requiring you to work at least 15 hours per week.

     

    As an organization, TDS knows that our own employees are some of the most talented individuals around which is why approximately 40% of our positions over the past year have been filled by internal candidates.  This internship will not only give you the opportunity to apply what you are learning in school in a real-world business setting, but it will give you exposure to many other opportunities within the organization that can provide a long-term career path.  

     

    At TDS we don’t just invest in the success of our customers; we also invest in the success of our community.  Local presence and connection to our community is vital to who we are at TDS.  TDS has a laser focus on our customers that is supported by a great culture driven by the TDS mission and shared values.  TDS strongly believes in partnering with local communities throughout the country and encourages all employees to participate in volunteer opportunities.    In 2017 TDS had 543 employees volunteer and contribute in their neighborhoods.

     

    Why Join TDS?
    Our IT Interns partner with seasoned professionals and provide support and input on high-priority technology projects. An internship at TDS offers you:

    • Valuable hands-on experience working on multiple projects
    • Access to a wide variety of software and hardware programs
    • Competitive compensation
    • Access to an Intern Employee Resource Group (ERG) with the purpose to support a diverse and inclusive community of interns by providing resources for development, opportunities for internal advancement and forums to connect with other interns.  This group meets once a month and allows you to hear from other interns about their projects as well as leaders within the organization about their team.  They host networking events to get you connected within the organization with the goal of finding fulltime employment within TDS by graduation. Additionally, there are monthly social events with other interns throughout the Madison area
    •  An employer that places priority on employee development and training with a key focus on internal promotion
    • Company culture emphasizes ethics & promotes a healthy life/work balance with a business casual work environment
    • A challenging, fast-paced environment due to the continually evolving nature of the telecommunications industry and related technology
    • Opportunity to work with talented and dedicated team members committed to each individual’s success
    • TDS Telecom actively supports many local charities, local university activities, and community events and encourages all employees to participate in volunteer opportunities
    • Obtain frequent exposure to, and interaction with, management across TDS Telecom

     

     

    Responsibilities

    • The day-to-day role requires analysis of data to train and validate machine learning algorithms.  Specific responsibilities include data cleaning, data validation, a/b testing of results, and communicating with research and analytics groups both within and external to TDS.

    Qualifications

    Required Qualifications

    • Currently enrolled in a computer science, engineering or other technical degree seeking program
    • 1+ semester programming experience in C, Java, Python or other related programming language
    • 1+ semester of advanced math, linear algebra, or discrete mathematics

     

    Other Qualifications

    • Basic working knowledge of artificial intelligence concepts (AI/ML)
    • Knowledge of Internet protocol function (TCP/IP, DNS, HTTP)
    • Strong problem solving and analytical skills
    • Excellent verbal and written communication skills with a strong attention to detail
    • Desire to learn new software tools and is a proven self-starter

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