What is an AI Engineer?
Organizations are discovering the profound impact that artificial intelligence (AI) and machine learning have on their business. Business analytics professionals are evolving their skills to become citizen data scientists, joining forces with traditional data scientists to build machine learning models that provide insight and recommendations about future decisions — decisions that were unfathomable just a few years ago.
AI-driven organizations are creating the role of AI engineer and staffing it with people who can perform a hybrid of data engineering, data science, and software development tasks. Unlike data engineers, AI engineers don't write code to build scalable data pipelines and often don't compete in Kaggle competitions. Instead, AI engineers extract data efficiently from a variety of sources, build and test their own machine learning models, and deploy those models using either embedded code or API calls to create AI-infused applications.
Why are AI Engineers important?
AI engineers tackle the unique design challenges that result from combining the logic found in traditional applications with the learned logic from machine learning models.
These considerations include:
Working with a variety of different infrastructure types, including chips (GPUs, FPGAs, etc.), on-premises systems, and the cloud.
Understanding how the process of machine learning (feature engineering, model building, model validation to name a few) adapts to support continuous development pipelines.
Deciding when a model is ready for deployment and monitoring its accuracy over time to see when it needs to be retrained or replaced.
DataRobot + AI Engineers
Software developers and computer science majors can accelerate their transformation into AI engineers by using DataRobot's automated machine learning capabilities. DataRobot replicates best practices of the world's top data scientists for data preparation and preprocessing, feature engineering, and model training and validation.
Read Full Information @ https://www.datarobot.com/wiki/ai-engineer/
YOU ARE READING
Engineer.ai
Short StoryEngineer.ai is a human-assisted AI that empowers everyone to independently build and operate tech products through two products that work together to be their virtual engineering team. Engineer.ai is on a mission to turn ideas into developed product...
