Hire Machine Learning engineers on OfferZen

• A strong understanding of core machine learning concepts like statistics, probability, and widely-used algorithms (e.g. decision trees, random forests, and deep learning techniques).
• Proficiency in languages like Python, Java, or C++ is essential for building and manipulating models.
• Data wrangling and analysis., including the ability to clean, process, and analyse large datasets for model building.
• Data modelling and evaluation: Design, implement, and assess the performance of machine learning models.
• Familiarity with big data tools like Hadoop, Spark, and cloud platforms.
• Familiarity with DevOps and CI/CD principles.
• Experience with version control systems like Git.
• Excellent problem-solving and communication skills.
• A passion for staying up-to-date on new trends and advancements in the field of machine learning.

To put together a job description for a ML engineer, check out our guide on creating a role scorecard here, and use our downloadable scorecard template. When it comes to adding required skills to your job description, check out our list of key skills for ML engineers above. By putting together a good role scorecard, it will be easier to come up with the practical definition of the right person for the role you are trying to fill. You are then ready to set up your public-facing job advert.

It's easier than ever to tap into a global pool of tech talent, and South Africa offers a thriving marketplace of developers. For employers, hiring ML engineers in South Africa provides several advantages:

• A large talent pool with an estimated 121 000 developers in the country.
• World-class quality with developers that code in widely-used languages and frameworks, and a growing line-up of successful tech startups.
• A diverse talent pool that helps to avoid groupthink and drive more profitable businesses.
• Lower employment costs comparing favourably to more expensive markets like the UK and the Netherlands.‍

Read more:

• Get more details on the benefits of hiring South African developers.
• Get additional South African developer hiring resources.
• Read about other hiring teams that successfully hired South African developers, like Albatros, TROOP, Equal Experts, and xneelo