Skill
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.
Embeddings in the job market
Last checked September 12, 2026
- Open roles
- 22
- Employers
- 19
- Median pay
- —
- Disclose pay
- —
on Career App right now
hiring for it
not enough disclosed
of these roles
Open roles requiring Embeddings (22)
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 ↗
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 ↗
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 ↗
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 ↗
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 ↗
Asked for alongside Embeddings
Measured from the 22 open roles that name Embeddings — not from a curated list.
- Python12 roles54.5%
- Retrieval-Augmented Generation (RAG)9 roles40.9%
- Machine Learning8 roles36.4%
- LLMs (Large Language Models)6 roles27.3%
- React6 roles27.3%
- TypeScript6 roles27.3%
- Amazon Web Services (AWS)5 roles22.7%
- Java5 roles22.7%
Roles that use Embeddings
Employers hiring for Embeddings
19 in total, most open roles first.
- HSHelp Scout2 roles
- MMem02 roles
- NNotion2 roles
- AAccenture1 role
Bend Studio1 role- BBluefish1 role
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.