Our society is rapidly advancing technologically. The emergence and spread of artificial intelligence throughout various industries has called for a spike in machine learning jobs. As artificial intelligence takes over our tech fields, machine learning jobs have become more and more common. Companies needing projects completed have to put whole teams together, thus creating dozens machine learning jobs to fill in.

This article discusses the top ten most common machine learning jobs right now. We talk about job duties, educational requirements, occupational outlook, and projected salaries. Readers entering the job market or looking to redirect their careers may learn about more exciting and better-paying jobs or figure out what degree or degrees they may need.

Industry FAQ

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1. What Are Machine Learning Jobs?

Jobs that fall under machine learning jobs are those that involve teaching machines how to perform certain tasks. All these jobs fall under the tech field term blanket, but positions may range from a scientist, to a data analyst, to engineer. More often than not the jobs require the crossover between computer technology, statistics, business, and marketing.


2. What Do Machine Learning Employees Do?

Machine learning jobs deal with analyzing or manipulating data. Positions generally involve working with computers. Most jobs in the realm of machine learning require that employees be confident in working with the most up-to-date technology.


Those in machine learning jobs need strong analytical skills, problem-solving skills, critical thinking skills, and interpersonal skills on top of strong technical skills. Employees need to have strong communication skills because they often must work with different programmers, developers, and other project staff to complete projects. Projects are typically tackled in teams. In these teams, people with different machine learning abilities work individually and together on different aspects of the project. Only through teamwork is a project brought to completion.​


3. Who Works Machine Learning Jobs?

All kinds of people work in this field. Most have a computer technology background. A background in technology may mean they hold a computer science or technology degree. Other ways to have a background in technology is to earn certificates in coding, previous job experience with coding, or some other type of proof of coding skills. Creating a work portfolio is another way many people prove their competence.

Most Common Machine Learning Jobs

  • Data Scientist
  • Software Engineer
  • Machine Learning Engineer
  • Software Architect
  • Data Analyst
  • Data Warehouse Engineer
  • Full Stack Developers
  • Research Scientist
  • Front End Developer
  • Product Manager

Data Scientist

Job Duties

Data scientists communicate with business acumen and IT. They are adept to take in large amounts of information and turn it into readable and usable information. Data scientists identify patterns in data and interpret those patterns to find solutions. They can solve business related problems with data driven techniques. Much of their work involves analyzing data.


Education and Skills Requirement

Data scientists often have backgrounds in data analysis and statistics. The job involves math, computer science, trend spotting, straddling business, and IT. Degrees and backgrounds in either IT or business can help one get a job as a data scientist. According to an industry resource, 88% of research scientists have a master’s degree, and 46% have a PhD.


Salary

On average, data scientists earn around $91,000 per year.


Learn More

https://www.datasciencedegreeprograms.net/faq/job-outlook-data-scientists/

Software Engineer

Job Duties

Software engineers are often the minds behind your favorite video games. Software engineers develop software programs. They analyze their customers’ needs and create, develop, and test software to meet those needs.


Education and Skills Requirement

Most software engineers need a bachelor’s degree in computer science or software engineering. Important skills to have are: analytical skills, communication skills, creativity, attention to detail, interpersonal skills, and problem-solving skills.


Salary

The median average salary for software engineers is around $102,000


Learn More

https://www.bls.gov/ooh/computer-and-information-technology/software-developers.htm

Machine Learning Engineer

Job Duties

Machine learning engineers go past the typical job duties of a computer programmer. Machine learning engineers put together programs that empower machines to take varied actions without having to give them direct instructions. They enable the workings of artificial intelligence. Building technology for self-driving cars is an example of the work machine learning engineers do.


Education and Skills Requirement

Most machine learning engineers have advanced education with a master’s and/or a doctoral degree. Relevant fields of study include computer science or mathematics. A background in computer engineering work is typically preferred. Many employers will want their machine learning engineers to be well-versed in computer programming languages like C++ or Java. Machine learning engineers will need great mathematical skills, analytical skills, and communication skills.


Salary

Machine learning engineers have a median annual salary of around $106,000.


Learn More

https://www.bls.gov/ooh/computer-and-information-technology/software-developers.htm

Software Architect

Job Duties

Software architects examine their clients’ needs and establish customized development processes to fit their project. They determine how much a project will cost, how long it may take, and how practicable it will be. Software architects collaborate with computer engineers and may supervise other IT professionals, like system analysts, technicians, and other programmers. Software architects also test and work on software to prevent defects.


Education and Skills Requirement

Software architects typically hold a bachelor’s degree and a minority holding an advanced doctoral degree. Those seeking a career as a software architect should pursue a bachelor’s degree in math, software engineering, computer science or other information systems. Employers want their software architects to have analytical and problem-solving skills, with many requiring certification in Java or C++.


Salary

The median annual salary for software architects is around $98,000.


Learn More

https://study.com/articles/Software_Architect_Job_Info_and_Requirements_for_a_Career_in_Software_Architecture.html

Data Analyst

Job Duties

Data analysts compile, review, and interpret data for several industries. These industries include the areas of computer and hardware, healthcare, and research fields. Data analysts perform data entry, data auditing, the creation of data reports, and monitor data for accuracy. They are also in charge of communicating data to relevant parties and interfacing with clients on projects. Data analysts ensure that the data serves a company’s needs.


Education and Skills Requirement

Those seeking employment as a data analysts have a few areas of study they can choose from to pursue. These include a bachelor’s degrees in business administration or information systems. Candidates should be comfortable working with databases, statistics, and software. They also need good management skills, communication skills, and problem-solving skills.


Salary

Data analysts earn a median salary of around $62,000.


Learn More

https://learn.org/articles/Data_Analyst_Career_Definition_Job_Outlook_and_Training_Requirements.html

Data Warehouse Engineer

Job Duties

Data Warehouse Engineers perform several of the same tasks as data analysts. They analyze information system’s data and use this analysis to introduce solutions for the client. Data warehouse engineers often serve as the liaison between IT and business. They frequently work with the Microsoft SQL Server and Cognos to manage, maintain, and analyze company data and produce reports accordingly.


Education and Skills Requirement

Data warehouse engineers often hold a Bachelor of Science degree in Information Systems or Computer Science. Some universities even offer these degrees with a focus in business which can be especially helpful for this career path. Many employers will want candidates to have some on-the-job experience through internships.


Salary

The median average salary for a data warehouse engineer is around $86,000.


Learn More

https://learn.org/articles/Data_Warehouse_Analyst_Career_and_Salary_FAQs.html

Full Stack Developers

Job Duties

Full stack developers are experts in both front-end and back end-development. They are knowledgeable of front-end process languages like Javascript and back-end process languages like API design. Full stack developers go beyond programming, taking control of entire development projects. Full stack developers manage servers, cloud computing, MySQL and NoSQL databases.


Education and Skills Requirement

Full stack developers often have degrees in software development, computer engineering or computer science. There is room for salary advancement for employees with a master’s degree or higher. Full stack developers need technical skills in HTML and CSS, Javascript, GIT, and back-end languages like SQL, Java, Javascript, C++, C#, Python, PHP and IOS. Some of these proficiencies do not come with a bachelor’s degree, rather from on-the-job experience.


Salary

The average median salary for a full stack developer is around $75,000.


Learn More

https://www.businessstudent.com/careers/salary-outlook-for-full-stack-developer/

Research Scientist

Job Duties

Research scientists in the field of machine learning, are always looking to come up with brand new ways to approach computer technology and innovative uses for existing technology. Research scientists develop new software that allows computer hardware to function more efficiently. A research scientist’s work spurs the emergence of better and higher functioning technology.


Education and Skills Requirement

Research scientists often need a master’s degree, at a minimum, in a computer-related field. They also need analytical skills, communication skills, math skills, and critical thinking skills. They also need to be detail oriented, be able to think logically, and have some degree of ingenuity.


Salary

The median average salary for research scientists is around $114,500.


Learn More

https://www.bls.gov/ooh/computer-and-information-technology/computer-and-information-research-scientists.htm

Front End Developer

Job Duties

Front-end developers write programs to make websites and apps as easy to use as possible. They often work with design-focused staff to ensure that the design plan will help the site work efficiently. They are familiar with coding languages like Javascript, along with other programming languages and systems. In addition, front-end developers spot various issues with the whatever app or website they are working on. Front-end developers also must work with back-end developers to help make sure the entire project is working correctly.


Education and Skills Requirement

Front-end developers often need a bachelor’s degree in the field of computer science or a relevant discipline. Some employers will take extensive work history over a formal degree, but this is not universal. Front-end developers need full knowledge of various programming and coding languages, along with the ability to work well with a full development team.


Salary

The average median salary for a front-end developer is around $69,000.


Learn More

https://study.com/articles/front-end_developer_job_description_salary.html

Product Manager

Job Duties

Product Managers are in charge of full development programs. They are often referred to as the CEO of the project. They communicate with various software engineers working on a project in order to complete the project efficiently and to the customer’s satisfaction.


Education and Skills Requirement

In past years, employers required product managers to have a degree in computer science and an advanced degree on top of it. The typical path for a product manager was a bachelor’s in computer science with a master’s in business administration. Now, a degree in computer science is not always required. Product managers need extensive technical skills, but their managerial skill set is often much more emphasized. The product manager position requires both technical knowledge, marketing, and business skills.


Salary

The average median salary for a product manager is around $92,700.


Learn More

https://www.cs.cmu.edu/master-science-product-management/what-product-managment

Conclusion

Jobs in machine learning are connected to degrees like computer science, math, and information systems. Regardless of which specific job fits what you are looking for, it will pay off to have great technical skills, critical thinking skills, analytical skills and interpersonal skills. Another great asset to have is a creative mind.

Given the rapid rate of change within the technological sphere, machine learning jobs call for a desire to exceed the rapidly developing technological world. Anyone working in a machine learning job needs some degree of ingenuity. They will need to think outside of the box in order to come up with creative solutions that have not been thought of before. They will need the confidence to go where no man or woman in the field has gone before.

The great thing about our world rapidly advancing in technological spheres is that jobs in machine learning will be on the rise for many years to come. Whether you want a job in product management or full stack development, having the aforementioned skill sets will help you find employment. Finally, it is important to note that there is a lot of horizontal movement through the machine learning field. While some jobs have a specific degree and curriculum that must be followed in order to get the job, many in the industry can move to different job titles within the industry by proving their competency through their work experience.