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Data Scientist

Data Scientist

  • Transform raw data into insights that drive business decisions and innovation.
  • Impact industries by predicting trends and optimizing processes with data analysis.
  • Uncover hidden patterns and tell stories through data visualization and modeling.
๐Ÿ’ฐ Earn $94K-$173K
๐Ÿ“š Bachelor Degree

Overview

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

Scoop

Minimum Education

Bachelor Degree

Career Prospects

Excellent (Increasing by 5% or more)

Training Time

2 to 4 years

Job Openings

20,800 Annually

Median Earnings

$133,690 in California
$108,020 Nationally

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Day-to-Day

  • Analyze, manipulate, or process large sets of data using statistical software.
  • Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
  • Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
  • Clean and manipulate raw data using statistical software.
  • Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.

Real Talk Reel

Want to see what it's like to be a Data Scientist? We've curated a playlist for you to get a glimpse into a day in the life.

@startupbarbie

@startupbarbie

@charlottechaze

@salarytransparentstreet

@marytheanalyst

Best For You If...

YOU Like ๐Ÿ’•

  • Thinking and problem solving
  • Using data or completing tasks

You are skilled in ๐Ÿ’ซ

  • Active Listening
  • Complex Problem Solving
  • Critical Thinking
  • Mathematics
  • Reading Comprehension
  • Speaking

You value ๐Ÿ™

  • Accomplishing things
  • Having freedom
  • Receiving recognition

Deep Dive

Data Scientist

Explore career pathways, key skills, and what each role has to offer.

Pathways to this Career

Learn about the education and training paths that can lead to this career โ€” and what to expect from each one.

Apply directly from altpath
LA-Tech.org
Working alongside LA's tech leaders to connect them with local, untapped talent to create new, transformative value through tech exploration, tech career exposure, and career experience.
๐Ÿ’ฐ this program pays you
Mix of Online & In-Person
Finish in 12 Weeks
Workforce Development Program
A workforce development program typically enhances participants' opportunities to succeed in the workforce through employment skill-building, career counseling, connections to employers, and pathways to high-demand and high-wage jobs.
๐Ÿ“š Skills-Focused
Finish in 6 months - 2 years
Bachelor's Degree
A bachelor's degree typically results in increased knowledge about a variety of academic subjects, specialized knowledge in a focused field of study, and is considered the foundational qualification for many careers.
๐Ÿ“š College
Finish in 4-5+ years
Associate's Degree
An associate's degree typically provides graduates with foundational knowledge and skills for entry-level jobs in the graduate's industry, or serves as a stepping stone towards further education.
๐Ÿ“š College
Finish in 2-3 years
Hybrid College
A hybrid college combines online learning with the student support typically offered on college campuses, giving students flexibility and accessibility while still providing a comprehensive educational experience.
๐Ÿ“š College
Finish in 2-5 years
Vocational School
A vocational school typically equips students with specialized skills and practical training in specific trades or occupations, enhancing their employability and providing direct pathways to relevant careers.
๐Ÿ“š Skills-Focused
Finish in 6 months - 2 years
Professional Upskilling
Professional upskilling typically results in acquiring new or enhanced skills and knowledge relevant to a participant's current job or desired career path, leading to improved job performance, opportunities for career advancement, and greater employability.
๐Ÿ“š Skills-Focused
Finish in 1 week - 3 months
Technology Bootcamp
A technology bootcamp typically offers intensive training in specific tech skills, preparing participants for entry-level roles in the tech industry in a relatively short period of time.
๐Ÿ“š Skills-Focused
Finish in Less than a year

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