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    Data Science

    Home » Data Science
    build a data science portolio

    How to Build a Data Science Portfolio That Gets You Hired in 2026

    Breaking into data science has never come down to a degree alone, and in 2026 that is truer than ever. Hiring managers now sort through hundreds of resumes that all list similar coursework and…
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    Posted by Scott McMahan August 19, 2026
    ai-powered feature store in production

    AI-Powered Feature Stores in Production: What Data Engineers Actually Need

    AI-powered feature stores in production have moved from a nice diagram in a slide deck to a real piece of infrastructure that teams rely on every day. Data engineers no longer get to treat…
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    Posted by Scott McMahan August 10, 2026
    ETL Developer to AI engineer career path

    ETL Developer to AI Engineer: The Practical Transition Path

    If you spend your days building extract, transform, and load pipelines, you already have more AI engineering skills than you might realize. The move from ETL Developer to AI Engineer is not some giant…
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    Posted by Scott McMahan August 3, 2026
    physical AI and data science

    Physical AI and Data Science: Preparing Datasets for Robotics and Autonomous Systems

    Physical AI and Data Science are colliding in ways that catch many experienced teams off guard. Robots stocking shelves, autonomous vehicles reading busy city streets, and surgical assistants all depend on datasets that look…
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    Posted by Scott McMahan July 27, 2026
    confidential computing for data scientists

    Confidential Computing for Data Scientists: Protecting Models and Data in Use

    Confidential Computing for Data Scientists is quickly moving from a niche security topic into something every data team needs to understand. For years, encryption protected data sitting on disk and data moving across a…
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    Posted by Scott McMahan July 20, 2026
    AI for fraud detection

    AI for Fraud Detection: Machine Learning Patterns With Proven Production Results

    AI for Fraud Detection has moved well past the pilot stage. Banks and fintech companies now run machine learning models on every single transaction, scoring risk in the time it takes a shopper to…
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    Posted by Scott McMahan July 13, 2026
    deep learning engineer salary and skills

    Deep Learning Engineer Salary and Skills: What Gets You to $220K

    If you want to understand what a Deep Learning Engineer's salary and Skills look like in 2026, the short answer is that the numbers are genuinely impressive. The requirements that unlock the highest compensation…
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    Posted by Scott McMahan July 6, 2026
    how to build an ai factory

    How to Build an AI Factory: The Data Infrastructure Strategy IBM and Google Use

    To understand how to build an AI factory, study two companies tackling the concept from opposite directions. Why Every Enterprise Suddenly Needs an AI Factory The term AI factory exploded in use during 2026…
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    Posted by Scott McMahan June 29, 2026
    machine learning engineer vs data scientist

    Machine Learning Engineer vs Data Scientist: Which Path Pays More in 2026

    If you are choosing between two of the most rewarding paths in tech, the Machine Learning Engineer vs Data Scientist question deserves a clear answer. Both roles sit at the center of the AI…
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    Posted by Scott McMahan June 22, 2026
    AI infrastructure engineer

    AI Infrastructure Engineer: The $150K Role Powering the Enterprise AI Boom

    Companies racing to deploy AI need far more than great models. They need people who build and maintain the infrastructure supporting those models. That is what the AI infrastructure engineer does. For this reason,…
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    Posted by Scott McMahan June 15, 2026

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