Machine Learning Engineers are responsible for creating the systems that power chatbots, driverless vehicles, predictive text and algorithms that place ads on websites and recommend search results. For your company, an Engineer may create systems that can enhance the customer experience to boost sales, differentiate you from your competitors and increase customer loyalty and retention. Depending on your industry, a Machine Learning Engineer may play a key role in research and development. Systems they design might allow you to be the first to market a product or service that’s more advanced or user-friendly.
Was macht ein Machine Learning?
The primary task of a Machine Learning Engineer is to create AI capable of mimicking human thought processes as closely as possible so that they can function reliably and effectively.
Aufgaben
Ein Machine Learning sollte in der Lage sein, verschiedene Aufgaben und Verantwortlichkeiten zu erfüllen. Im Folgenden sind einige Aufgaben und Verantwortlichkeiten aufgeführt, die ein Machine Learning ausführen können sollte:
Working with project managers to establish objectives for AI systems
Creating AI algorithm prototypes based on project specifications
Running tests to assess AI performance
Analyzing data gathered during tests to identify strengths and weaknesses of AI
Implementing changes to algorithms to improve AI performance
Troubleshooting and addressing problems with deployed AI to improve user experience
Benötigte Fähigkeiten
Ein wettbewerbsfähiger Machine Learning verfügt über bestimmte Fähigkeiten und Qualifikationen, darunter:
Rigorous knowledge of R, Java and Python programming to develop software
In-depth knowledge of machine learning data structures and modeling, software architecture, libraries and frameworks to create AI that accomplishes outlined goals
Strong mathematics skills, especially in statistics, to create algorithms
Effective oral and written communication skills to collaborate with others and write detailed, easy-to-read reports
Advanced analytical skills to interpret test results and performance metrics
Creative thinking skills to come up with new solutions and approaches
Ähnliche Angebote
Wenn Sie für Positionen im Zusammenhang mit Machine Learning rekrutieren, sehen Sie sich unsere Stellenbeschreibungen für ähnliche Rollen an:
