Re:Build Manufacturing · Los Angeles, CA

Salary
$143,000–$214,000from the description
Posted
Jul 13, 2026
Location
Los Angeles, CA
Last confirmed open
Jul 21, 2026

What this job asks for AI summary

A senior individual-contributor engineering role focused on designing and building cloud-native web applications for an industrial manufacturing company's internal digital platforms. The work spans full-stack development (React/TypeScript on the front end, AWS-based serverless and containerized infrastructure on the back end), RAG/LLM integration, and API design, alongside mentoring junior engineers and contributing to architectural decisions.

Senior level · 7+ years · Seattle-Tacoma-Bellevue, WA · Full-time

Must have (9)
ReactTypeScriptAWSRAGLLMsvector databasesRESTGraphQLAgile

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 450 people in the Seattle-Tacoma-Bellevue, WA area plausibly meet what this posting asks for (software developers). range 330–580

Applicant volume Moderate — A normal amount of company. The rare requirements below are what will separate a shortlisted application from the rest.

What gives you an edge
vector databases6%RAG8%GraphQL12%

Rare in this occupation — lead with these, and say what you built with them.

What won't set you apart
React40%

Most people in this occupation already list these. Still required — just not what gets you shortlisted.

What the occupation pays Median $167,280 (middle half $132,800–$211,860). This posting is about at that midpoint.

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 (5)

The posting targets candidates in either the Seattle, WA or Los Angeles, CA metro areas; Seattle (CBSA 42660) is listed first. Both metros are valid candidate locations — the role is not fully remote, and quarterly travel to the Los Angeles office is required.

The AWS services (Lambda, ECS, DynamoDB, S3, Step Functions, API Gateway, Fargate) are all enumerated explicitly within the Must-Have Qualifications block and are treated as a single required AWS platform requirement; each distinct service is surfaced individually for clarity.

RAG, LLMs, vector databases, embeddings, and semantic search are all called out together in the AI/ML Integration must-have section. 'Embeddings' and 'semantic search' are techniques rather than named tools, so they are not emitted as separate skills; RAG and vector databases capture the concrete technology requirements.

No specific degree is mentioned anywhere in the posting, so degree requirement is set to None.

The export control clause (US citizen/permanent resident/refugee/asylee) is a legal work-authorization gate, not a security clearance requirement.

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