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Careers/AI & Machine Learning/AI / ML Engineer

AI / ML Engineer

AI & Machine Learning

Try this career

AI/ML engineers build systems that can learn from data, make predictions, and automate decisions. They design and train the models behind everything from ChatGPT to self-driving cars to medical diagnosis tools.

Education

Bachelor's degree in CS/Math, or self-taught with strong portfolio

Experiences

Coming soon

Why this career matters

AI is the most transformative technology since the internet. Every industry is being reshaped by it: healthcare, finance, education, transportation. The demand for people who can build AI systems far exceeds the supply. This isn't just a career. It's a front-row seat to the biggest technological shift in human history.

What you actually do

1
Design and train machine learning models using Python, PyTorch, or TensorFlow
2
Process and clean large datasets for model training
3
Evaluate model performance and iterate on architecture
4
Deploy models to production systems that serve millions of users
5
Stay current with rapidly evolving research papers and techniques
6
Collaborate with product teams to identify where AI adds real value

A day in the life

Morning: check model training runs that ran overnight. Review metrics and adjust hyperparameters. Mid-morning: code review with your team on a new feature. Lunch: read a new research paper. Afternoon: pair-program on a data pipeline. End of day: kick off a new training run. The field moves fast: what was cutting-edge 6 months ago is now a library you can import.

Key skills

Observe's own list, not government data.

Linear algebra & statisticsPython programmingCritical thinkingResearch skillsCommunicationEthical reasoning

Work environment

Tech companiesRemote-friendlyResearch labsStartupsCollaborative teamsConstant learning

Related careers

Observe's own list, not government data.

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