Innovation-Technology-Services · Pennington, NJ

Salary
Posted
Jun 28, 2026
Location
Pennington, NJ
Last confirmed open
Jul 20, 2026

What this job asks for AI summary

Senior level · Trenton-Princeton, NJ · Master's required · Contract

Must have (15)
PythonLangGraphModel Context ProtocolRAGGraph RAGLangChainLlamaIndexLLMsPyTorchTensorFlowScikit-learnFAISS, Pinecone, Weaviate or Azure Ai SearchMLOpsCI/CDGitHub
Nice to have (4)
AgileNLPAWS, Azure or GCPJava or C++

“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 2 people in the Trenton-Princeton, NJ area plausibly meet what this posting asks for (software developers). range 1–3

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.

What gives you an edge
Model Context Protocol2%LangGraph3%LlamaIndex3%FAISS3%LangChain6%Scikit-learn6%TensorFlow7%RAG8%MLOps8%PyTorch9%

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

What won't set you apart
Python51%CI/CD45%

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

What the occupation pays Median $128,770 (middle half $101,440–$159,790).

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 (7)

The posting opens with a 'Requirements' block that lists a Master's degree as the minimum — however, the later 'Qualifications' section (which appears to be a secondary or boilerplate block) accepts a Bachelor's or equivalent experience. The stricter gate from the primary Requirements block is used here, so a Master's degree is treated as the hard minimum.

The vector database requirement names FAISS, Pinecone, Weaviate, and Azure AI Search as a group; these are captured as a single skill (FAISS as primary) with the others as alternatives, since the JD treats them interchangeably.

Model Risk Management (MRM) frameworks appear in the Requirements block but name no specific tool or platform — omitted from the skills list as a methodology/domain concept rather than a named technology.

VS Code and JIRA appear in the Requirements block alongside GitHub; VS Code and JIRA are omitted as they are generic development utilities rather than meaningful hiring gates, while GitHub is retained as the most signal-bearing tool.

The 'Desired skills' and the later 'Qualifications' section are treated as preferred/secondary; Agile, NLP, cloud platforms (AWS/Azure/GCP), and Java/C++ are drawn from those sections and marked preferred.

This is listed as a potential 3-year contract engagement, hybrid 3 days on-site in Pennington, NJ.

Posting is for a contract engagement — the market benchmarks below price full-time roles, so read the comp comparison with that in mind.

Read the full posting

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