Lam Research · Fremont, CA

Salary
$141,000–$307,000from the description
Posted
Jul 5, 2026
Location
Fremont, CA
Last confirmed open
Jul 21, 2026

What this job asks for AI summary

A senior software engineering role focused on building and operating AI systems powered by large language models, sitting within a centralized software team that serves semiconductor equipment products. Day-to-day work involves designing multi-step agentic pipelines, managing model infrastructure (routing, governance, monitoring), and integrating emerging LLM frameworks. Suited to engineers with 7+ years of production software delivery and hands-on experience with LLM orchestration, RAG, and agent workflows.

Senior level · 7+ years · San Francisco-Oakland-Berkeley, CA · Full-time

Must have (5)
LLMsLangGraph, MCP or Agent SdksRAGmulti-agent workflowsmodel evaluation
Nice to have (3)
LangSmithPEFTRLHF

“or” means any one of them counts — you don't need all of them.

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 110 people in the San Francisco-Oakland-Berkeley, CA area plausibly meet what this posting asks for (software developers). range 45–200

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
MCP2%LangGraph3%RAG8%

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

What the occupation pays Median $190,744 (middle half $167,095–$224,501). 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 (8)

The role is a hybrid (On-site Flex or Virtual Flex) requiring 1–3+ days per week on-site at a Lam or customer/supplier location in the San Francisco Bay Area; it is not fully remote.

The salary range ($141,000–$307,000/year) is explicitly stated as applicable only to California/San Francisco Bay Area applicants.

The title is plain 'Software Engineer' with no level modifier, so advertised seniority is Unspecified; however, the 7+ years requirement and end-to-end ownership scope support a Senior classification.

SOC classification is Medium confidence: the role is primarily software engineering (building production AI systems, agentic pipelines, infrastructure), but the heavy ML/AI modeling emphasis (evals, fine-tuning, RL) creates some overlap with Data Scientists (15-2051).

LangGraph is listed as the primary named orchestration framework; MCP and 'agent SDKs from major model providers' are presented as interchangeable alternatives in the same requirement.

MCP (Model Context Protocol) also appears independently as a build target ('Build MCP Servers'), so it is retained as a separate skill in addition to its role as an alternative to LangGraph.

LangSmith, PEFT, and RLHF appear only under Preferred Qualifications and are marked accordingly.

'Semiconductor equipment experience' is listed as a preferred qualification but names no specific technology or tool, so it is omitted from the skills list per extraction rules.

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