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INFORMATION TECHNOLOGY CAREER GUIDES

Machine Learning Engineer Career

OVERVIEW

What is a Human-Centered Machine Learning Designer?


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A human-centered machine learning designer works to create technology-based programs, applications, and devices that ultimately solve the issues experienced by people using the technology.

As a human-centered machine learning designer, you will become familiar with a problem humans are facing or a process that could become more efficient through the integration of specific technology. You will then design a solution for this issue, utilizing common coding languages and specific programming tools. These solutions will be specifically geared toward helping humans solve human problems through the use of human elements that allow your technology to learn as it gathers data.

The position of a human-centered machine learning designer requires at least an undergraduate degree in an information technology (IT) field. Typically, you will also need to obtain one or more certifications in core programming languages.

RESPONSIBILITIES

What Does a Human-centered Machine Learning Designer Do?

The role of a human-centered machine learning designer can vary. On some days, you might spend most of your time communicating with clients or companies to discover how you can create machine learning solutions that eliminate the need for human input down the road.

On other days, you might spend more of your time troubleshooting technological issues, or coding new human-centered machine learning applications.

The exact responsibilities of a human-centered machine learning designer can include:

  • Using programming languages like Python and C++Ìýto develop human-centered machine learning applications.
  • Communicating with team members and other human-centered machine learning designersÌýto create technological solutions according to client specifications.
  • Solving any technology-related issuesÌýin the performance of your applications.
  • Corresponding with clientsÌýto provide project updates or gauge feedback on program designs and performance to date.
  • Researching new methods for human-centered machine learning application design and development.
  • Testing human-centered machine learning programsÌýas they are created in order to identify and address any programmatic flaws.

These and other responsibilities help human-centered machine learning designers find success on a day-to-day basis.

EDUCATION & BEST DEGREES

What Education Does a Human-Centered Machine Learning Designer Need?

Before aspiring human-centered machine learning designers can begin rewarding IT careers, they must satisfy a few educational requirements. First, you'll need an undergraduate degree. Commonly, human-centered machine learning designers choose to pursue aÌýbachelor’s degree in an information technology field.ÌýComputer scienceÌýis an ideal choice for a machine learning designer, as this type of degree will give students extensive experience and knowledge in programming languages that are critical for machine learning careers. Focuses on data structures, algorithms, and AI are all vital to being prepare for your future work responsibilities.

Best Degrees for aÌýHuman-Centered Machine Learning Designer

Technology
COMPARE

Computer Science – B.S.

Problem solvers and math lovers needed! Your task:...

Problem solvers and math lovers needed! Your task:

Lay the groundwork for the computing breakthroughs that will enable tomorrow's technologies.ÌýUtilize your previous college courses or IT experience to help you complete your degree faster.

  • Time:Ìý60% of graduates in similar programs finish within 24 months.
  • Tuition:Ìý$4,085 per 6-month term.
  • Courses: 37 total courses in this program.

You'll have the opportunity to earn these certifications:

  • Linux Essentials
  • Axelos ITIL Foundation

Skills for your résumé that you will learn in this program:

  • Artifical Intelligence (AI)
  • Machine Learning
  • Logic
  • Architecture and systems
  • Data structures
  • Computer theory
  • Version Control
  • Linux
Technology
COMPARE

Artificial Intelligence – School of Technology

Discover how this AI course can help you expand your skillset and enhance...

Discover how this AI course can help you expand your skillset and enhance your résumé.

  • Time:Ìý2 months from start to finish
  • Cost:Ìý$99
  • Modules: 2 modules in this course

This AI course is directly focused on helping you enhance your skills in AI prompts, machine learning, NLP, and more. The skills you gain in this certificate can be directly applied to your career.Ìý

Technology
COMPARE

Software Engineering – B.S.

You're a creative and tech genius who wants the bigger opportunities....

You're a creative and tech genius who wants the bigger opportunities.

  • Time:Ìý60% of graduates finish similar programs withinÌý35 months.
  • Tuition:Ìý$4,085 per 6-month term.
  • Courses: 36 or 38 total courses in this program depending on your track.

Certifications included in this program at no additional cost are:

  • CompTIA Project +
  • AWS Certified Cloud PractitionerÌý
  • ITIL®1 Foundation Certification

Skills for your résumé that you will learn in this program:

  • Scripting and programming
  • Web development
  • Mobile application developmentÌý
  • User experience design
  • Software quality assurance

How Much Does a Human-Centered Machine Learning Designer Make?

$116,668

The exact income of a human-centered machine learning designer will vary based on several factors that can include your employer, employer’s location, employer funding, years of experience, education, and obtained certifications. In general, theÌýÌýcan average $116,668, with a range of roughly $25,000 to $179,000 earned each year.

What Is the Projected Job Growth?

15%

The job outlook for a human-centered machine learning designer is expected to remain favorable for years to come.ÌýÌýfrom 2019 to 2029, a growth rate well above the estimated average across all occupations. As an industry, machine learning is enjoying rapid growth as it matures. Machine learning positions continue to become available as more organizations look to leverage artificial intelligence to inform better business decisions.

SKILLS

What Skills Does a Human-Centered Machine Learning Designer Need?

A human-centered machine learning designer puts a wide skill set to use daily. Responsible for the ideation, creation, testing, and deployment of human-centered machine learning applications, you’ll need to put effective communication and coding skills to use every day.

The skills that a human-centered machine learning designer needs can include:

  • Teamwork.ÌýThe ability to work together with clients, company executives, programmers, application developers, designers, and other human-centered machine learning designers.
  • Programming.ÌýThe ability to fully leverage common coding languages like Python, HTML, and C++ to design human-centered machine learning applications.
  • Testing.ÌýThe ability to test any programs and applications you have developed, using a variety of methods to ensure that real-life machine learning use does not cause errors.
  • Troubleshooting.ÌýThe ability to creatively solve issues that machine learning technology might be facing.
  • Interpersonal communication.ÌýThe ability to correspond effectively with all team members and executives in a human-centered machine learning work environment.
  • Platform optimization.ÌýThe ability to optimize a specific technological platform for more efficient performance and use of internal storage.
  • Cybersecurity.ÌýThe ability to integrate the latest encryptions into all software and hardware applications to keep all processes and programs safe from data breaches.

These and other responsibilities keep a human-centered machine learning designer busy and contribute to success in any technology-based work environment.

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Interested in Becoming a Human-centered Machine Learning Designer?

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