If you are a recent graduate or simply looking to transition into the automation sphere, you might want to consider a machine learning apprenticeship. Apprenticeship programs are known for skill advancement, extensive networking activities, and talent acquisition.
If you want to solidify your skills in machine learning while earning a comfortable wage, an apprenticeship program is a good way to do it. In this comprehensive guide, you’ll learn about some of the best machine learning apprenticeship programs, jobs, and salaries.
What Is a Machine Learning Apprenticeship?
A machine learning apprenticeship is a training program offered to professionals who are looking for a hands-on learning approach to obtain machine learning skills. They provide on-the-job training that allows apprentices to master all of the different aspects of a machine learning position. Most apprenticeship programs last between one to two years.
What Does a Machine Learning Apprentice Do?
A machine learning apprentice works alongside machine learning engineers to write code to increase efficiency for software systems. Apprentices debug code and work with algorithms. The lead engineer usually supervises them in their daily practice. It is important to note that the responsibilities of a machine learning engineer vary from one company to another.
Machine Learning Apprenticeship Salary
According to Glassdoor, data science apprentices earn an average salary of $122,778 per year. It’s important to note that salaries will vary depending on the company, specific type of data science apprenticeship, and your level of education and experience.
Machine Learning Apprenticeship Requirements
Machine learning apprenticeship application requirements vary from one company to another. Most machine learning apprenticeship programs require applicants to at least have a bachelor’s degree in machine learning, data science, artificial intelligence, or another related field. However, this isn’t a hard rule as some companies have stricter or more lenient requirements.
Types of Machine Learning Apprenticeships
As machine learning is a broad skill that applies to many different sects of the tech world, there are a variety of machine learning apprenticeships. Listed below are some of the different types of machine learning apprenticeships available.
Data Science Apprenticeship
Data science apprenticeships will help you solidify your statistics, visualization, deep learning, and machine learning skills. You’ll have the opportunity to showcase your advanced skills using R, SQL, and SAS, which are essential data science tools. By the end of the apprenticeship, you will have experience in business internet research, recommendation systems, and online price comparison.
Business Intelligence Apprenticeship
A business intelligence apprenticeship allows you to hone your skills in data security, data discovery, data analytics, predictive analysis, and data warehousing. You will also get hands-on experience in artificial intelligence, which is intertwined with machine learning.
Artificial Intelligence Apprenticeship
Artificial intelligence apprenticeship programs will help you develop your practical knowledge and skills in programming, computer science, and automated systems. Artificial intelligence professionals are responsible for developing algorithms to analyze and predict future trends. They specialize in machine learning and deep learning, which are based on artificial intelligence.
Video Game Development Apprenticeship
Machine learning is an integral part of video game development. By participating in a video game development apprenticeship program, you will learn how machine learning contributes to the practical aspects of game development. Through this apprenticeship, you’ll advance your coding skills and learn to use algorithms to create non-playable characters.
Natural Language Processing Apprenticeship
Natural Language Processing (NLP) tackles normalization, stemming, statistical language modeling, and syntax analysis, all of which are essential aspects of machine learning. Through Natural Language Processing, you will understand how NLP removes communication barriers existing between computers and people.
Data Analytics Apprenticeship
Through a data analytics apprenticeship, you will strengthen your visual analytics, big data, and cognitive analytics skills. The apprenticeship program will help you learn more about the role of machine learning in data analysis. While data analytics focuses on presenting valuable insights, machine learning ensures you have the proper algorithms to automate the process.
Machine Learning Apprenticeship Jobs
There is a plethora of machine learning or related apprenticeship programs available. As automation continues to expand across and increase within a variety of operations, the demand for machine learning engineers increases, too. Listed below you’ll find some machine learning apprenticeship jobs you might want to consider pursuing.
LinkedIn Data Science/ Machine Learning Engineer
LinkedIn provides an excellent opportunity for apprentices to advance their skills in machine learning and data science To qualify for the apprenticeship programs, you should have experience with a programming language and basic knowledge of machine learning and computer science concepts.
LinkedIn’s REACH program prioritizes career switchers, self-taught professionals, and practitioners who are looking to rejoin the industry. Qualified applicants often have experience in statistics and applied mathematics. This apprenticeship is extremely popular, so interested candidates should apply well in advance.
Pearson Machine Learning Apprenticeship Program
Pearson has over 24,000 employees across 70 countries. It’s known to provide quality education and training to professionals looking to solidify their skills within a range of industries. By joining the machine learning apprenticeship program, you will work with the product and engineering teams to streamline the learning services it provides to the public.
Pearson requires applicants to have an advanced degree in a quantitative-based field and solid experience with database structures, Structured Query Language, and complex data models. Applicants should also be able to analyze complex problems and provide viable solutions and have experience in programming with Python, Scala, or Java.
Apprenti Software Developer or Software Analyst Apprenticeship Program
Apprenti utilizes technical training to help students gain the required skills before starting their careers. The software developer or software analyst apprenticeship program lasts for 19 weeks and awards apprentices with a certificate upon completing the program.
Through the apprenticeship program, you will practice using HTML, C#, Python, Java, and JavaScript. You will also explore computer science basics, handle cloud services, machine learning, and embedded systems, and maintain, test, and update software products. Throughout the apprenticeship, you’ll work under the supervision of the leading machine learning engineer.
Microsoft Business Program Manager Apprenticeship Program
The main role of business program managers is to help in organizing teams and analyzing data to make informed business decisions. Microsoft relies on these professionals to strategize and deliver improvements for processes. Through the Microsoft Leap program, business program manager apprentices get an opportunity to gain hands-on experience that contributes to business intelligence.
Microsoft strives to be inclusive by accepting candidates with bootcamp credentials, associate degrees, and bachelor’s degrees. Microsoft requires bachelor’s degree holders to have graduated more than two years before the start of the apprenticeship. Self-taught professionals are also encouraged to apply.
Google Data Analytics Apprenticeship Program
Google’s data analytics apprenticeship program provides an equitable pathway to help professionals build their digital skills. It helps prepare them for different job opportunities and attain a meaningful learning experience. After completing the apprenticeship program, Google provides apprentices with career coaching and extensive support to help them continue to develop professional skills.
Throughout the 20-month apprenticeship, you will be responsible for collecting, transforming, and organizing data to inform business decisions. Google requires data analytics apprentices to complete the Google Data Analytics certificate while in the program. Once you complete the program, you will receive credentials recognized by the Department of Labor.
How To Choose An Apprenticeship Training Provider
To avoid becoming overwhelmed with the plethora of apprenticeship options, it’s important you know how to choose an apprenticeship program. We have compiled a few factors for you to consider when selecting an apprenticeship to advance your skills or career. Below you will find five factors to keep in mind when selecting an apprenticeship program.
Program delivery
Whether you are looking for an apprenticeship opportunity for yourself or a team, you need to learn about the delivery of the program. Some companies offer machine learning apprenticeship programs virtually, while others are facilitated on-site. As machine learning is a hands-on skill, you’re likely to reap the full benefit of an apprenticeship by pursuing one on-site.
Program length
Some apprenticeship programs are only a few months, while others can last several years. Most apprenticeships last around two years. As you determine which apprenticeship program is best suited to your needs, it’s important to factor the length of time you’ll need to commit into your decision process.
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Learner support
Support plays a huge role in apprentices’ program satisfaction and success. Some companies provide coaching sessions and technical mentorships, which are excellent for seeking advice or clarification. Some companies feature online support groups that allow apprentices to connect.
Curriculum
As machine learning applies to a variety of fields and industries, it’s important to choose an apprenticeship that aligns with your focus. With the wide range of programs available, you don’t have to settle for one that doesn’t meet your standards or preferences. By reviewing the curriculum, you can ensure you’ll receive training in all of the areas you’re interested in.
Relevance
Machine learning is constantly evolving, which can be challenging for professionals, companies, and students. You should pursue a machine learning apprenticeship program that provides in-demand knowledge and skills in machine learning, data science, or artificial intelligence.
How to Get a Machine Learning Apprenticeship
With limited machine learning apprenticeship options, it is easy to get discouraged from applying. However, if you choose to attend a coding bootcamp, internship program, trade school, or vocational training program, you will be prepared and qualified to pursue a machine learning apprenticeship.
Bootcamps
Machine learning bootcamps train students using current and effective curricula. They provide interactive lessons that incorporate hands-on assignments, projects, and quizzes. Students who complete some of the best machine learning bootcamps are ready for internships, apprenticeships, and even careers. Bootcamps are the future of learning.
Internships
Most university programs require students to complete an internship program before they graduate. This helps students develop an industry network and the expertise to land apprenticeship opportunities after graduating. You can showcase the knowledge and experience gained in internship programs to employers and apprenticeship program providers.
Trade Schools
Trade Schools often partner up with companies across all industries. These companies provide opportunities to trade school graduates to help them develop technical skills. The diploma you will earn from a trade school can also be beneficial in becoming a machine learning apprentice for a variety of reputable companies.
Vocational Training
If you want to specialize in specific in-demand skills or knowledge, vocational training programs are an excellent option. The programs often last for weeks and can help you acquire the advanced skills for apprenticeships. Some vocational training programs lead to an associate degree, which can also qualify you for some apprenticeship programs.
Is a Machine Learning Apprenticeship Worth It?
Yes, machine learning apprenticeships are worth it. Apprenticeships are vital if you do not have the practical experience to apply for a machine learning job. Most companies that provide apprenticeships offer full-time positions to the best performing apprentices.
Machine Learning Apprenticeship FAQ
Apprenticeship programs usually last around two years. However, some apprenticeships only last a few months, while others last for several years. Ultimately, the length of the program is dependent on the company, industry, and skill level.
To qualify for a machine learning apprentice program, you must have the required education and skills to tackle the apprenticeship duties presented. Most apprenticeship providers require professionals to have a bachelor’s degree in machine learning or a related area. You can visit the website of the apprenticeship provider to learn more about specific requirements.
Machine learning apprenticeships help professionals accelerate their learning process. Through them, you can increase your knowledge and skills while getting paid. For employers, the apprenticeship programs help in reducing the existing skill gap and costs. It also helps increase productivity and talent.
Not all machine learning apprenticeships are full-time. The duration of the apprenticeship program and its schedule is heavily dependent on the company you choose to train with. To learn more about the time commitment required, visit the website of the apprenticeship provider that you’re interested in apprenticing with.
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