AI/ML Software Developer
Curve Dental
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Jun 30, 2026
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Jul 21, 2026
What this job asks for AI summary
A hands-on backend engineering role focused on building and shipping production AI capabilities — including intelligent agents, machine learning models, MCP servers, and automated workflows — into a cloud-based dental practice management platform. The work spans the full ML lifecycle: design, training, deployment, monitoring, and iteration. Suited to developers with solid Python experience who have taken AI systems from prototype to production in a SaaS environment.
Senior level · 5+ years · Remote · Full-time
We read this from the posting text with AI. Skim the description below before ruling yourself out.
How this req sits in the market our data
Roughly 5,300 people nationally plausibly meet what this posting asks for (software developers). range 2,250–8,000
Applicant volume Light — Few people clear these requirements, so an application that does clear them gets looked at. Worth applying to even if you miss a nice-to-have.
Rare in this occupation — lead with these, and say what you built with them.
Most people in this occupation already list these. Still required — just not what gets you shortlisted.
What the occupation pays Median $138,970 (middle half $107,524–$175,762).
Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.
Why we read it this way (9)
The title 'AI Software Developer' carries no explicit seniority level, so the title states no level; the 5+ years overall and 2+ years production AI requirements support a Senior classification.
Python is listed as the primary language with 'or similar technologies' — alternatives are not named, so no alternatives are populated; the requirement itself is a hard gate.
AI-assisted development tools (Claude Code, Cursor, GitHub Copilot) are listed under Required Qualifications as a single interchangeable requirement; all three are captured as alternatives on one skill.
MCP servers appear in both the Required Qualifications and Preferred sections; the Required mention ('Experience building intelligent agents, MCP servers, AI tools') makes it a hard gate.
LangGraph, Amazon Bedrock/OpenAI/Anthropic, MLOps, and conversational AI all appear under the explicit 'Preferred Qualifications' section.
No compensation range is disclosed in the posting.
The alternative occupation 15-2051 (Data Scientists) is noted because the role includes training, evaluating, and deploying ML models — but the primary framing is production software development, so 15-1252 is the clear primary.
Ignored 1 non-technology phrase(s) as skills (responsibilities/concepts, not named tools): AI-assisted development tools.
Caller marked this a fully-remote role — scored against the national candidate pool.
Read the full posting
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