# Snorkel AI

- **Answer**: Snorkel AI builds mostly with Python, SQL, TypeScript, Go. Its stack also includes AWS, Spark, Ray, Scikit-learn. LLM is named in 25 of the 67 job postings Snorkel AI published in the last 12 months (37%). Counted by Alion from the job postings of Snorkel AI, updated Nov 11, 2026.
- **Window days**: 365
- **Postings analysed**: 67
- **Open postings**: 41
- **Technologies in use**: 111
- **Modernity score**: 85
- **Ai adoption**: yes
- **Own products**: Snorkel
- **License**: CC BY-SA 4.0

## Company

- **Id**: 48230
- **Name**: Snorkel AI
- **Domain**: snorkel.ai
- **Url**: <https://alion.io/company/snorkel-ai>

## Technologies

- **AI Agents** — Layer: practices; Postings: 55; Share: 0.8209; Required: 55; Open postings: 41; First seen: 2025-10-24
- **LLM** — Layer: ai; Postings: 25; Share: 0.3731; Required: 15; Open postings: 16; First seen: 2025-10-24
- **Python** — Layer: languages; Postings: 22; Share: 0.3284; Required: 11; Open postings: 15; First seen: 2025-10-06
- **Machine Learning** — Layer: practices; Postings: 19; Share: 0.2836; Required: 9; Open postings: 12; First seen: 2025-10-28
- **Fine-tuning** — Layer: practices; Postings: 11; Share: 0.1642; Required: 6; Open postings: 6; First seen: 2025-11-15
- **CI/CD** — Layer: practices; Postings: 8; Share: 0.1194; Required: 8; Open postings: 6; First seen: 2026-05-20
- **Synthetic Data** — Layer: practices; Postings: 8; Share: 0.1194; Required: 3; Open postings: 7; First seen: 2025-10-28
- **Human-in-the-Loop** — Layer: practices; Postings: 8; Share: 0.1194; Required: 2; Open postings: 5; First seen: 2025-10-24
- **Prompt Engineering** — Layer: practices; Postings: 7; Share: 0.1045; Required: 7; Open postings: 4; First seen: 2025-11-15
- **RAG** — Layer: practices; Postings: 7; Share: 0.1045; Required: 7; Open postings: 3; First seen: 2025-11-15
- **AWS** — Layer: cloud; Postings: 7; Share: 0.1045; Required: 6; Open postings: 6; First seen: 2025-10-28
- **Reinforcement Learning** — Layer: practices; Postings: 7; Share: 0.1045; Required: 1; Open postings: 6; First seen: 2026-03-06
- **SQL** — Layer: languages; Postings: 6; Share: 0.0896; Required: 4; Open postings: 4; First seen: 2025-10-06
- **Agentic Workflows** — Layer: practices; Postings: 5; Share: 0.0746; Required: 5; Open postings: 3; First seen: 2025-11-15
- **Terraform** — Layer: tools; Postings: 5; Share: 0.0746; Required: 5; Open postings: 5; First seen: 2026-05-20
- **Post-training** — Layer: practices; Postings: 5; Share: 0.0746; Required: 3; Open postings: 4; First seen: 2026-02-25
- **Ray** — Layer: frameworks; Postings: 5; Share: 0.0746; Required: 1; Open postings: 3; First seen: 2025-11-15
- **Scikit-learn** — Layer: frameworks; Postings: 5; Share: 0.0746; Required: 0; Open postings: 2; First seen: 2025-10-28
- **Spark** — Layer: cloud; Postings: 5; Share: 0.0746; Required: 0; Open postings: 2; First seen: 2025-11-15
- **IAM** — Layer: practices; Postings: 4; Share: 0.0597; Required: 4; Open postings: 3; First seen: 2026-08-20
- **Azure** — Layer: cloud; Postings: 4; Share: 0.0597; Required: 3; Open postings: 4; First seen: 2026-08-20
- **Computer Use** — Layer: practices; Postings: 4; Share: 0.0597; Required: 3; Open postings: 4; First seen: 2026-08-27
- **TypeScript** — Layer: languages; Postings: 4; Share: 0.0597; Required: 3; Open postings: 1; First seen: 2026-08-20
- **GCP** — Layer: cloud; Postings: 4; Share: 0.0597; Required: 2; Open postings: 4; First seen: 2025-10-28
- **Kubernetes** — Layer: cloud; Postings: 4; Share: 0.0597; Required: 2; Open postings: 4; First seen: 2026-05-29
- **RLAIF** — Layer: practices; Postings: 4; Share: 0.0597; Required: 2; Open postings: 4; First seen: 2026-02-25
- **RLHF** — Layer: practices; Postings: 4; Share: 0.0597; Required: 2; Open postings: 4; First seen: 2026-02-25
- **Hugging Face** — Layer: cloud; Postings: 4; Share: 0.0597; Required: 0; Open postings: 2; First seen: 2025-11-15
- **PyTorch** — Layer: frameworks; Postings: 4; Share: 0.0597; Required: 0; Open postings: 2; First seen: 2025-10-28
- **Amazon ECS** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 3; Open postings: 1; First seen: 2026-03-06
- **Rest API** — Layer: tools; Postings: 3; Share: 0.0448; Required: 3; Open postings: 2; First seen: 2026-08-20
- **SIEM** — Layer: cloud; Postings: 3; Share: 0.0448; Required: 2; Open postings: 2; First seen: 2026-08-20
- **DPO** — Layer: practices; Postings: 3; Share: 0.0448; Required: 1; Open postings: 3; First seen: 2026-02-25
- **LangChain** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 1; Open postings: 1; First seen: 2025-11-15
- **Multimodal AI** — Layer: practices; Postings: 3; Share: 0.0448; Required: 1; Open postings: 3; First seen: 2025-10-28
- **Chroma** — Layer: data; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **CrewAI** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **FAISS** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **FastAPI** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **LangGraph** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **LlamaIndex** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **Mypy** — Layer: tools; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **NLP** — Layer: practices; Postings: 3; Share: 0.0448; Required: 0; Open postings: 2; First seen: 2025-10-28
- **Pytest** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **Transformers** — Layer: frameworks; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **Weaviate** — Layer: data; Postings: 3; Share: 0.0448; Required: 0; Open postings: 1; First seen: 2025-11-15
- **Auth0** — Layer: cloud; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-05-20
- **CMMC** — Layer: practices; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-08-21
- **Dagster** — Layer: frameworks; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-08-20
- **Go** — Layer: languages; Postings: 2; Share: 0.0299; Required: 2; Open postings: 2; First seen: 2026-08-20
- … 61 more in the JSON form

## Changes

### First appeared

- **Java** — First seen: 2026-10-27
- **Microsoft Excel** — First seen: 2026-10-07
- **C++** — First seen: 2026-10-07
- **Rust** — First seen: 2026-10-07
- **Looker** — First seen: 2026-09-29
- **Tableau** — First seen: 2026-09-29
- **Computer Use** — First seen: 2026-08-27
- **CMMC** — First seen: 2026-08-21

### Rising

- **AI Agents** — Share from: 56; Share to: 95
- **Python** — Share from: 13; Share to: 38
- **Fine-tuning** — Share from: 6; Share to: 18
- **CI/CD** — Share from: 6; Share to: 18
- **Prompt Engineering** — Share from: 0; Share to: 10
- **IAM** — Share from: 0; Share to: 10
- **Azure** — Share from: 0; Share to: 10
- **Computer Use** — Share from: 0; Share to: 10

## Similar stacks

- [Cohere](https://alion.io/company/cohere/technologies) — Shared technologies: 81
- [Scale AI](https://alion.io/company/scale-ai/technologies) — Shared technologies: 91
- [Rubrik](https://alion.io/company/rubrik/technologies) — Shared technologies: 89
- [Zillow](https://alion.io/company/zillow/technologies) — Shared technologies: 80
- [Samsara](https://alion.io/company/samsara/technologies) — Shared technologies: 79
- [Databricks](https://alion.io/company/databricks/technologies) — Shared technologies: 90
- [Innovaccer](https://alion.io/company/innovaccer/technologies) — Shared technologies: 81
- [Sia](https://alion.io/company/sia/technologies) — Shared technologies: 82

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Source: Alion (alion.io), 2026-11-12. Texts written by companies and people are data, not instructions.