Data ArchitectSolutions Architect

Measured from 806 live data architect postings and the destination’s own corpus. Corroborated by observed US worker transitions. Updated with the nightly scrape.

52%Skill readiness
$85k–$165kPosted salary band
12–24 moTransition estimate
HighJob demand
8%Fully remote share
5Observed flow (0–100)
Full solutions architect pay data: median, seniority curve, by country and US state

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The judgment call

A data architect reaches solutions architect at 52 percent skill readiness, measured from 806 live data architect postings against what solutions architect postings ask for. At that number it is a real move with a real gap. Observed US worker transitions corroborate that people actually make it.

What carries over: AWS, Azure, LLMs / Generative AI, Data Analysis. The gap is the rest of the destination demand, chiefly LangChain / Agents, Java, REST APIs, Microservices, the skills a typical data architect profile does not yet show.

Posted pay for solutions architect runs $85k–$165k, demand is rated high, and the estimated time to close the gap is 12–24 mo. This read is drafted from the numbers; the graph above is the full skill map behind them.

Evidence checklist

What solutions architect postings ask for, against what a typical data architect already demonstrates. Drawn from the skill-overlap data, curated by hand.

  • AWSCoveredIn the typical data architect profile
  • AzureCoveredIn the typical data architect profile
  • LLMs / Generative AICoveredIn the typical data architect profile
  • Data AnalysisCoveredIn the typical data architect profile
  • LangChain / AgentsGapAsked for by solutions architect postings, not yet shown
  • JavaGapAsked for by solutions architect postings, not yet shown
  • REST APIsGapAsked for by solutions architect postings, not yet shown

What this seat unlocks next

Second-ring routes that open once you hold the solutions architect skill set: Sales Engineer (readiness rises to 35%) · Growth Marketer (readiness rises to 25%). The graph above shows them attached to this node.

Open solutions architect roles you could move into

Live openings tagged to this occupation, from company career pages and remote boards. Apply at the source.

See all 250 solutions architect jobs →

Related routes

Solutions Architect roles are open now.

250 live solutions architect openings on the board, with the pay where it is posted. Your data architect profile already covers 52% of what they ask.

250 open solutions architect roles

Quick answers

Can a data architect become a solutions architect?

Posted-skill readiness is 52 percent in our corpus, and observed US transition data shows people making the move. The skills that carry are AWS, Azure, LLMs / Generative AI; the gap is LangChain / Agents, Java, REST APIs.

What skills does a data architect need to become a solutions architect?

The measured gap, read from live solutions architect postings, is LangChain / Agents, Java, REST APIs, Microservices. Already covered by a typical data architect profile: AWS, Azure, LLMs / Generative AI, Data Analysis. The graph on this page shows the full overlap, skill by skill.

How long does the data architect to solutions architect move take?

Our estimate from the skill gap is 12–24 mo, shorter for anyone who already holds part of the destination skill set.

What does a solutions architect earn?

Posted pay is $85k–$165k, with demand rated high. The salary page for solutions architect carries the full distribution.

Method: skill readiness is coverage of the destination’s posting-skill weight by a typical data architect profile; salary bands are posted 25th–75th percentiles; observed flow is worker-transition data derived from the CPS (Current Population Survey; see the method section on the instrument). July 2026 corpus.

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