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    <description>Day rates, salary benchmarks and sourcing comparisons for AI, data and Python engineering teams in Europe.</description>
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    <lastBuildDate>Mon, 17 Aug 2026 00:00:00 GMT</lastBuildDate>
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      <title>What an IT consultant hourly rate actually pays for</title>
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      <description>Where an IT consultant hourly rate goes: bench time, bid cost, management layers and risk cover, with directional € rates by supplier category in Europe.</description>
      <category>Rates &amp; salaries</category>
      <pubDate>Mon, 17 Aug 2026 00:00:00 GMT</pubDate>
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      <title>MLOps consulting services: what you are actually buying</title>
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      <description>What MLOps consulting services deliver, how the five provider categories fail, what senior MLOps engineers cost per day in Europe, and when not to buy any of it.</description>
      <category>Comparisons</category>
      <pubDate>Wed, 12 Aug 2026 00:00:00 GMT</pubDate>
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      <title>AI software development companies: how to tell them apart before you sign</title>
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      <description>Five categories of AI software development company, what a senior engineer costs per day in each, how they fail, and four checks to run before signing.</description>
      <category>Comparisons</category>
      <pubDate>Mon, 10 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Nearshore staff augmentation: what you buy and what it costs</title>
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      <description>Nearshore staff augmentation explained: contract terms, day rate ranges, time zone overlap maths, EU compliance and when the model is the wrong buy.</description>
      <category>Comparisons</category>
      <pubDate>Wed, 05 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Time and materials vs fixed price for AI and data work</title>
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      <description>Fixed price loads 20% to 40% onto AI and data work to cover estimation risk. When that premium is worth paying, and when capped time and materials wins instead.</description>
      <category>Comparisons</category>
      <pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate>
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      <title>AI Agent Companies: Five Categories, and Which One You Need</title>
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      <description>The five kinds of AI agent companies, what each actually sells, where each one breaks, and why most agent projects stall on data engineering rather than agents.</description>
      <category>Comparisons</category>
      <pubDate>Wed, 29 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Managed services vs staff augmentation: who carries the estimation risk</title>
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      <description>Managed services transfer delivery risk at a 20-40% price premium. Staff augmentation keeps control and speed. Which fits AI and data work, and when each fails.</description>
      <category>Comparisons</category>
      <pubDate>Wed, 29 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Four ways to buy AI engineering capacity, compared</title>
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      <description>The four sourcing models for AI engineering compared on cost, speed, accountability and exit risk, including the cases where staff augmentation is the wrong answer.</description>
      <category>Comparisons</category>
      <pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate>
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      <title>What a senior AI engineer costs per day in Europe</title>
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      <description>Day rate bands for senior AI, ML and data engineers across the UK, Germany, Poland and Romania, what drives the spread, and how to read a quote you have been given.</description>
      <category>Rates &amp; salaries</category>
      <pubDate>Mon, 20 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Salary versus day rate: the comparison most buyers get wrong</title>
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      <description>Why dividing an engineer's salary by working days understates the true cost by 30 to 50 percent, and the full calculation to run before comparing hiring against contracting.</description>
      <category>Rates &amp; salaries</category>
      <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
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      <title>How to evaluate an AI engineering vendor in one call</title>
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      <description>The questions that separate vendors who ship production AI systems from vendors who demo them, plus the answers that should end a conversation early.</description>
      <category>Hiring</category>
      <pubDate>Mon, 13 Jul 2026 00:00:00 GMT</pubDate>
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