In today's data-driven world, the demand is high for skilled professionals who can gather, analyze and transform data into meaningful insights that drive informed decision-making.
Data and Analytics Specialist

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IT-Data and Analytics Specialist
Program Number: 101563
Your Degree:
Associate Degree
Area of Study:
Information Technology
Delivery Method:
Some Online/Some In Person
Estimated Time to Complete:
61 Credits | Finish degree in 2 years
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Estimated Program Cost
$10,520.64
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  • Program Overview

    If you’re the kind of person who thinks the best way to make a decision is to see what the numbers say, you’ll find a home in Madison College’s Data and Analytics Specialist associate degree program.

    With a Data and Analytics Specialist associate degree from Madison College, you will have practical, applicable skills in data engineering and analytics to find meaningful work in this rapidly growing specialty and thrive in most technical workplaces.

    Whether you’re looking to start, advance or change your career, this program will give you the training to help you reach your goals. No advanced skills needed—just basic computer knowledge and a passion for learning.

    Data and Analytics Program Goals

    In the Data and Analytics Specialist program, you’ll learn to gather, manage, analyze and visualize data, using programming and machine learning. You’ll also develop the latest in data-related cloud-based skills, such as hosting databases.

    What Skills Do I Need?

    We’ll teach you the technical skills used in engineering data, but a successful Data and Analytics Specialist is also:

    A Critical Thinker

    You like puzzles and logic games in which you need to see how all the pieces fit together. Your mind works in Venn diagrams, pie charts and graphs. You don’t easily jump to conclusions, so you like to do research using observable facts.

    Detail Oriented

    Data wrangling asks you to see both individual numbers and the big picture. Math doesn’t scare you and you know the power a misplaced decimal point can have. Attention to detail and a patient disposition help Data and Analytics Specialist students and professionals work smoothly and well.

    Curious

    The world of technology changes quickly. To stay on top of the latest advancements, be prepared to continue your education beyond the degree through professional advancement, online user groups and industry publications.

    A Good Communicator

    You’ll need to be able to communicate, verbally and in writing, in both technical and simple terms, how data interacts and what it has to say. Team meetings and collaboration are a regular part of the job, so people in this field must not only be good with computers but also with people.

    The associate degree curriculum is designed to help you hone these skills.

    Real-world, Hands-on Learning

    Data and Analytics Specialist classes are held in Madison College’s state-of-the-art online lab environment to simulate the infrastructures various industries and tech companies actually use. That same lab is available to you 24/7 from any computer. All you need is internet connection to do your work from anywhere. 

    Madison College IT program students start coding on Day One.

    Core classes teach technical skills in the following:

    First Year

    You’ll learn the fundamentals of data systems. 

    • Python programming
    • Data design and programming
    • Cloud resource development and deployment  

    Second Year

    Building on your first-year knowledge, you will now learn how to read the story data tells.

    • Machine learning
    • Data visualization
    • Data-informed decisions
    • Analyze and communicate real-world findings

    Final Semester Internship

    In addition to coursework, you will complete an internship with one of our industry partners. If you are already working full-time, you will have the option of a project. With this real-world opportunity, upon graduation you will have not only the knowledge but also the experience to enter the workforce with the confidence that employers notice. 

    Flexible Course Offerings

    Students in the Data and Analytics Specialist program can attend full or part time.

    The core classes unique to the Data and Analytics Specialist program are offered only in person and during the day.

    Data and Analytics Specialist classes are offered at our Madison Truax campus.

    If you start this program in the spring semester, it may take 5 semesters to complete and classes are only offered in the daytime.

  • Curriculum and Experience

    Prospective program students, the information below reflects the basic requirements for students admitted for the 2025-2026 academic year. To learn more about Madison College, visit us.

    Current and newly admitted program students, go directly to your Degree Progress Report to view:

    • Progress toward your specific requirements
    • Alternative (in lieu of) courses to meet specific requirements

    If you have questions after reviewing your degree progress report (advisement report), please see Advising Services.

    First Semester
    10-106-109
    3 credits
    10-151-102
    1 credit
    10-152-211
    3 credits
    10-156-105
    1 credit
    10-156-124
    3 credits
    10-804-144
    3 credits
    Second Semester
    10-152-110
    3 credits
    10-156-125
    3 credits
    10-156-133
    3 credits
    10-156-135
    3 credits
    10-801-195
    3 credits
    Third Semester
    10-107-175
    1 credit
    10-156-126
    3 credits
    10-156-144
    3 credits
    10-801-196
    3 credits
    10-809-197
    3 credits
    Elective
    3 credits
    Fourth Semester
    10-152-131
    3 credits
    10-156-145
    3 credits
    10-156-196
    3 credits
    10-809-199
    3 credits
    Elective
    3 credits
    Recommended Electives
    10-102-104
    3 credits
    10-152-120
    3 credits
    10-152-168
    3 credits
    10-152-200
    3 credits
  • Admission

    To Apply

    Earning a degree is a great way to advance your career development opportunities, so apply today!

    International students who wish to apply for, maintain, or transfer their F-1 student visa status to Madison College are required to complete the International Admission Process.

    Application Dates

    Fall 2025

    • Application open
    • Application completion deadline is August 31, 2025

    Spring 2026

    • Application open
    • Application completion deadline is January 15, 2026

    Admission Requirements

    All materials must be submitted by the application deadline.

    1. Admission Application

    The online application allows you to save your work as you complete it and ensures fast, secure delivery to our office.

    2. Education Completion

    Submit official transcripts from the institutions you attended that indicate one of the following:

    • High school completion (current high school seniors may submit an in-progress transcript)
    • GED/HSED completion
    • College transcript or Madison College experience showing:
      • Completion of an associate degree or higher, or
      • At least 30 credits completed with a minimum GPA of 2.0 on a 4-point scale
        • The credits must be completed at a single college and cannot be combined with other transcripts
        • Any transfer credit listed on a transcript does not count toward the 30-credit minimum
        • Credits completed at Madison College are evaluated and do not require a transcript

    All high school and/or college transcripts are recommended to be submitted for Credit for Prior Learning evaluation.

    Additional Notes

    • Class capacity is limited and is available on a first come, first served basis.
    • Course prerequisites differ from admission requirements; admission into a program does not guarantee eligibility to enroll in courses or success in the program. Refer to program curriculum for details.

    After Acceptance

    Once you are admitted into your program, review the Start of Semester Checklist to prepare for your first day of classes at Madison College. 

    Questions?

    Contact the Enrollment Center at EnrollmentServices@madisoncollege.edu or 608.246.6210.

    apply for admission

    Get Started!

    Apply to Madison College and take the first step towards your IT-Data and Analytics Specialist career.

    It's Free to Apply

  • Career Outcomes

    Data and Analytics Associate Degree Program Outcomes

    Graduates of the Data and Analytics Specialist program are prepared to:

    • Prepare data for more extensive analysis through data engineering (ETL) by writing moderately complex Python scripts.
    • Discover and quantify trends in data by using industry-standard tools or writing moderately complex Python scripts.
    • Solve common analytics tasks through machine learning.
    • Recommend basic business solutions through a complete understanding of the data analytics life cycle.
    • Communicate status and findings through professional charts and dashboards.
    • Manage and store data based on usage (e.g., data lakes, relational, warehouse), both in the cloud and on-premises.
    • Migrate data between data stores using Python scripts and industry-standard tools, both in the cloud and on-premises.

    Data and Analytics Careers

    Madison College Data and Analytics Specialist graduates are prepared to apply for employment as a Data Analyst, Data Wrangler or Data Engineer.

    • Graduate Summary

      Graduate Report Summary Overview

      2024
      Number of Program Graduates2
      Number of Surveys Sent2
      Number of Surveys Returned2
      Percent of Surveys Returned
      Available for Employment2
      Percent Available for Employment100.0%
      Not in Labor Market
      Percent Not in Labor Market0.0%
      Available for Employment

      2024
      Graduates Employed2
      Percent of Graduates Employed100.0%
      Employed in Related Occupation2
      Percent Employed in Related Occupation100.0%
      Employed in Unrelated Occupation0
      Percent Employed in Unrelated Occupation0.0%
      Employed - No Response0
      Percent Employed - No Response0.0%
      Seeking Employment0
      Percent Seeking Employment0.0%
      Reaction To Training at Madison College

      2024
      Student satisfaction Mean (Out of 4)3.5
      Number of Satisfaction Responses2
      Very Satisfied (4)1
      Percent Very Satisfied50.0%
      Satisfied (3)1
      Percent Satisfied50.0%
      Unsatisfied (2)0
      Percent Unsatisfied0.0%
      Very Unsatisfied (1)
      Percent Very Unsatisfied0.0%
      Primary Reason for Attending Madison College

      2024
      Number of Primary Reason Responses2
      Preparation for Getting a Job
      Percent Preparation for Getting a Job
      Career Change
      Percent Career Change
      Improvement of Existing Skills
      Percent Improvement of Existing Skills
      Preparation for Further Education
      Percent Preparation for Further Education
      Personal Interest
      Percent Personal Interest
      Other
      Percent Other0.0%
      When Employment was Obtained

      2024
      Number of When Employment Obtained Responses2
      Before Enrollment0
      Percent Before Enrollment0.0%
      While Attending the College1
      Percent While Attending the College50.0%
      After Training at the College1
      Percent After Training at the College50.0%
      Location of Employment (related and unrelated)

      2024
      Number of Employment Location Responses2
      In College District2
      Percent In College District100.0%
      In Wisconsin, Not in District0
      Percent of In Wisconsin0.0%
      Outside of Wisconsin0
      Percent Outside Wisconsin0.0%
      Employer Location Unknown0
      Percent Location Unknown0.0%
      Salary Trend
      Salary Trend2024
      Full Time Employment (Related Job)Full Time Salary Count2
      Average Monthly Wage$4,821
      Average Hourly Wage$28.03
      Average Work Hours per Week40.0
      Part Time Employment (Related Job)Part Time Salary Count
      Average Hourly Wage
      Average Work Hours per Week
    • Graduate Employers

      Graduate Employers for academic year: 2024
      Employer(s)Job TitleCity*State**Positions
      CLEAResultProgram Coordinator
      TDSSr Data Analyst

      * - Only cities outside of Madison will display.

      ** - Only states outside of Wisconsin will display.

      *** - If you have a position to post, please contact Career and Employment Services at jobpostings@madisoncollege.edu

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School of Science, Technology, Engineering and Mathematics

Madison Truax Campus
Main Building, C2433

1701 Wright Street
Madison, Wisconsin 53704

schoolofstem@madisoncollege.edu
608.246.6990

Hours

  • Monday – Thursday: 8 am - 4:30 pm
  • Friday: 8 am - 4:30 pm (Phone and email only.)