Machine learning engineer
Teach a computer or machine how to take actions without being directed by humans each time.
About the job
Salary
Source: LMI for All
Weekly
£970
Average
Monthly
£3,880
Average
Yearly
£50,440
Average
32,800
people are currently employed
High growth
1,800 more jobs in 5 years
These figures refer to this job and similar ones with comparable skills and qualifications. They only apply to Scotland. Source: Oxford Economics
What it's like
Have you ever wondered how Youtube or Netflix make recommendations for you? That’s machine learning! It's when computers and machines take actions without humans direction each time.
In this job, you'd be the person who teaches the computer or machine how to take these actions. You'd do this by writing code, algorithms and programmes to help the machine learn.
For example, each time a user watches a video or searches for a product, a site’s algorithm gets more data. As the amount of data grows, the recommendations to the user for other content become more accurate. This doesn't rely on human intervention.
What you’ll do
write and create machine learning algorithms and tools
develop machine learning applications that operate computers or machines
run machine learning tests and experiments on what you’ve created
perform statistical analysis and fine-tuning based on test results
train and retrain systems when necessary
work with colleagues and stakeholders to understand business needs
communicate and explain complex processes to people who have little or no knowledge of programming
keep up to date with developments in the field
You could work in a variety of industries. Whether it's creating algorithms for self driving cars or improving the chatbot a bank uses to serve its customers.
Hours
Environment
Travel
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Top skills
Skills are things you're good at. Whether you know what yours are or not, everyone has them!
It's useful to learn which ones are important in a job so you know the areas you need to brush up on. It can also help you work out if you're suited to a career.
Here are some of the skills you'll need to do this job:
- analysing
- attention to detail
- researching
- working with numbers
- problem solving
- innovative
- creative
- working with technology
- verbal communication
- adaptability
Your skills are important
Our unique skillsets are what make us stand out from the crowd. Learn about each skill in depth and discover what employers look for in your applications and interviews.
Getting in
Explore the sections shown for more information about getting into this career.
You might have qualifications which are not shown here but will allow you access to a course. You can compare your qualifications by looking at their SCQF Level. For more information about this, check out the SCQF website.
Always contact the college, university or training provider to check exactly what you'll need.
Colleges and universities will list subjects you'll need for entry to a course. Some useful subjects include:
-
Computing Science
-
Foundation Apprenticeship: Software Development
You can get a head start in this career by doing a Foundation Apprenticeship in S5 and S6.
You'll get an SCQF level 6 qualification which is the same level as a Higher. You'll also learn new skills and gain valuable experience in a work environment.
Discover what's on offer at your school on Apprenticeships.scot.
Many machine learning engineers will have degrees or even postgraduate qualifications (at Master’s or PhD level) in one of these subjects:
Computer Science
Software Engineering
Data Science
Machine Learning
An Integrated Master’s course can offer a degree and postgraduate qualification in the same course over a 5-year period.
It's important that any course offers industry experience and placements. This will help you stay connected with the fast pace of changes in this sector.
While not all employers list specific qualification requirements they do ask for relevant experience, usually work based, that demonstrates a range of transferable skills.
Find the right course for you
Browse courses in Scotland related to 'Machine learning engineer'