Data Scientist

| Austin

You might think data scientists build magical mathematical models that predict the future and while that might be partially true, at Civitas Learning the work our Data Scientists are doing is what makes our products so cutting-edge.  Data Scientists find ways to streamline and automate processes, discover and investigate data problems, and coordinate with other teams on deployments and product features.

Your mission, should you choose to accept it

We are looking for extraordinary Data Scientists to join our team where you’ll have the opportunity to investigate challenging problems, work with complex data sets, solve puzzles every day, and work towards a goal of improving our predictive analytics applications designed to help colleges and universities help their students succeed.    

 

Your Objectives

  • Work collaboratively with software and data engineers, and the product team to develop powerful predictive models that fuel our applications, and to deploy those to our partner institutions.

  • Manipulate and transform raw tables from which you can extract insightful features for how we can deliver insights and actionable recommendations to users at the frontline of education.

  • Work with ETL/data warehousing concepts as well as data science algorithms in signal processing, feature engineering and model building with quality assurance using visual analytics.

  • Report data findings diligently and creatively to internal teams and externally to our partners.

  • Apply an understanding of traditional business intelligence and data warehousing concepts (ETL, data modeling, and reporting).

 

Your Tools

  • BS/MS/PhD in Engineering, Mathematics, Physics, Computer Science or comparable experience

  • Comfort manipulating and analyzing complex, high-volume, highly dimensional data from varying sources combined with a passion for empirical research and for answering hard questions with data and models.

  • Strong working knowledge and demonstrated expertise with statistical concepts such as correlation, linear regression, optimization, and how they can be applied.

  • Experience with distributed computing, such as Spark or  Hadoop

  • Proficiency in at least one statistical analysis tool/framework (R, NumPy/SciPy/Pandas/SciKit learn), SparkML, and ability to learn languages and tools rapidly.

  • Working knowledge of time-series event processing with tools such as Apache Kafka and NiFi

  • Programming languages and tools to design efficient algorithms, such as Python, Scala, Java, SQL for data manipulation and statistical analysis.

  • Working knowledge of Bayesian inference (Monte Carlo Markov Chain)

 

What you are looking for in your career

  • An office full of insanely talented, mission-driven people.

  • The chance to use your powers to do something that truly matters.

  • Being involved with a once-in-a-generation company, at the cutting edge of technology.

 

If you have an acute sense for what it takes to think strategically AND get into the details, you are highly analytical and are able to get at the root of every problem in order to solve it, and if you see yourself in the shoes of college and universities faced with the unique challenge and opportunity of designing better pathways to student success, then you belong here.

 

About Civitas Learning®: Civitas Learning is a student success company delivering the clearest path to improved higher education outcomes. The company’s Student Success Intelligence Platform leverages each institution’s unique data to find and distribute the strongest signals across the student lifecycle. These signals empower students to make the best possible decisions along their academic pathway. Advisors, faculty, and administrators can personalize support, scale meaningful action, and measure impact to dramatically improve student outcomes.

Today, Civitas Learning is a strategic partner to more than 300 colleges and universities, serving more than 7 million students. Together with our growing community of partners, Civitas Learning is making the most of the world’s learning data to graduate a million more students per year by 2025.

 

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Technology we use

  • Engineering
    • JavaLanguages
    • JavascriptLanguages
    • ReactLibraries
    • AngularJSFrameworks
    • Node.jsFrameworks
    • SpringFrameworks
    • Microsoft SQL ServerDatabases
    • MySQLDatabases
    • OracleDatabases
    • PostgreSQLDatabases

Location

We're in the heart of downtown Austin near great restaurants and watering holes. We also love our view of Lady Bird Lake.
100 Congress Avenue, Austin, TX 78701

Perks of working here

401(K)
Beer on Tap
Casual Dress
Company Equity
Company Outings
Conferences & Training
Dental
Flex Work Hours
Health Benefits
Onsite Gym
Generous Parental Leave
Parking
Some Meals Provided
Stocked Kitchen
Unlimited PTO
Vision
Volunteering Opportunities
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