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Embeddings

Data Science, Analytics and AI/ML

Embeddings are numerical vector representations of data—such as words, sentences, images, or other objects—that capture semantic meaning so that similar items are positioned close together in vector space. They are foundational to modern machine learning and natural language processing, powering applications like search, recommendation systems, and retrieval-augmented generation (RAG) for large language models. Data scientists and ML engineers use models like Word2Vec, BERT, or OpenAI's embedding APIs to generate them.

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Embeddings in the job market

Last checked September 12, 2026

Open roles
22

on Career App right now

Employers
19

hiring for it

Median pay

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Open roles requiring Embeddings (22)

Moderna

Senior AI Engineer

Moderna

$145,900 – $234,200

Moderna seeks a senior technical leader to architect and operate AI/ML platforms for supply chain and enterprise systems, combining deep AI/GenAI expertise with cloud infrastructure and regulated industry knowledge. This role suits engineers with 7+ years building production AI systems who can mentor teams, set standards, and bridge data science with enterprise-grade software delivery in a pharmaceutical context.

Listed on Moderna’s careers site · Apply there ↗

General Mills

Sr. Data Scientist (Remote Eligible)

General Mills

Full-time · Minneapolis, MN · $110,800 – $184,800 · Remote

This role involves building machine learning and AI systems to support data-driven decision-making across General Mills' operations. The position suits experienced data scientists who can design and deploy generative AI solutions, translate business problems into statistical models, and communicate findings to non-technical stakeholders.

Listed on General Mills’s careers site · Apply there ↗

AI Native SW Engineering

Accenture

You will design and deploy production agentic AI systems for enterprise clients, working across the full stack from multi-agent orchestration to RAG pipelines and LLMOps. This role is for engineers with proven shipping experience in production AI systems, not just prototyping, who can architect solutions that integrate multiple LLM providers and scale beyond individual engagements.

Listed on Accenture’s careers site · Apply there ↗

Engineering Manager, Search

Menlo Ventures Portfolio

Full-time · New York, NY · $320,000 – $405,000

Lead Anthropic's search platform team, managing engineers who build the indexing, retrieval, and ranking systems that power Claude's web search capabilities. This role combines engineering leadership with hands-on technical depth and product judgment, suited for someone with direct experience operating search systems at scale who can balance multiple competing demands across product, research, and infrastructure.

Listed on Menlo Ventures Portfolio’s careers site · Apply there ↗

Forward Deployed Engineer

Mem0

Full-time · San Francisco, CA · $150,000 – $190,000

This role embeds engineers directly with Mem0's strategic customers to build and deploy integrations of their AI memory platform, translating real-world problems back into product improvements. It suits engineers who want rapid feedback cycles and the satisfaction of seeing their code solve customer problems in weeks rather than quarters.

Listed on Mem0’s careers site · Apply there ↗

Apply for Staff or Sr. Staff Software Engineer (AI Insurance Tech) at Plug n Play Portfolio on their site

Staff or Sr. Staff Software Engineer (AI Insurance Tech)

Plug n Play Portfolio

New York, NY · $275,000 – $330,000

EvolutionIQ is hiring a Senior Staff or Principal Software Engineer to architect agentic systems for insurance claims processing and serve as a technical bridge between product and platform teams. This role suits experienced engineers who combine startup pragmatism with enterprise-scale systems thinking and enjoy translating business strategy into technical roadmaps.

Listed on Plug n Play Portfolio’s careers site · Apply there ↗

Research Scientist

OpenRouter

Remote (US) · $250,000 – $285,000

OpenRouter is seeking a Research Scientist to conduct original research on large language model evaluation, routing, and behavior using their massive dataset of LLM generations. This role suits someone who wants to drive the direction of their own research agenda and produce publishable work that influences how the industry understands and deploys AI systems.

Listed on OpenRouter’s careers site · Apply there ↗

Agent Engineer [IC4]

Sourcegraph

Remote · $88,000 – $176,000

This is a senior agent engineering role on Sourcegraph's Code Understanding team, focused on building AI-powered code navigation and analysis products. It suits experienced ML engineers who have shipped agentic systems in production and want to lead technical direction on infrastructure that bridges deterministic systems with large language models.

Listed on Sourcegraph’s careers site · Apply there ↗

Apply for Staff Product Engineer at Help Scout on their site

Staff Product Engineer

Help Scout

Full-time · United States · $187,000 – $214,000 · Remote

A full-stack product engineer who leads the creation of AI-powered customer service features from backend infrastructure through polished user interfaces, bringing particular strength in frontend craft while owning outcomes across the entire product lifecycle. This role suits engineers comfortable building real, production-grade LLM features end-to-end and who care deeply about verification, reliability, and customer signal.

Listed on Help Scout’s careers site · Apply there ↗

Apply for Software Engineer, Early Career (AI) at Notion on their site

Software Engineer, Early Career (AI)

Notion

Full-time · San Francisco, CA · $130,000 – $150,000 · Remote

Notion seeks an early-career engineer to build AI-powered features across product, infrastructure, or evaluation work, partnering with design and product teams to ship intelligent capabilities that millions will use. This role suits engineers with foundational computer science knowledge and hands-on exploration of AI through projects or internships who want to move from prototype to production in a high-impact product company.

Listed on Notion’s careers site · Apply there ↗

View all 22 on Jobs

Asked for alongside Embeddings

Measured from the 22 open roles that name Embeddings — not from a curated list.

Employers hiring for Embeddings

19 in total, most open roles first.

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