JobCannon
Tutte le competenze

Snowflake Cortex AI

⬢ LIVELLO 2Tecniche
+$20–35k
Impatto sullo stipendio
2 mesi
Tempo di apprendimento
Medio
Difficoltà
12
Carriere
In sintesi

Snowflake Cortex integrates LLM inference, vector search, and ML functions directly into Snowflake SQL. Query with LLMs, search vectors, and use built-in models without leaving your data warehouse. Used by data teams building AI products. Salary: mid 145-165k. Learn in 4-6 weeks. Complements Snowflake and Data Engineering.

Cos'è Snowflake Cortex AI

Snowflake Cortex is a set of AI/ML capabilities integrated directly into Snowflake SQL. It includes LLM inference (query with language models), vector search (semantic search on embeddings), and built-in ML models. Instead of exporting data to external AI services, you use SQL functions to invoke LLMs, generate embeddings, and perform AI operations within your data warehouse.

🔧 STRUMENTI ED ECOSISTEMA
Cortex LLM FunctionsSQL IntegrationVector SearchEmbeddings APIBuilt-in ModelsNative App SupportModel Fine-TuningCost Optimization

📋 Prima di iniziare

Python

💰 Stipendio per regione

RegioneLivello baseMidLivello esperto
USA$90k$150k$210k
UK£55k£95k£140k
EU€60k€100k€150k
CANADAC$85kC$140kC$195k

⚖ Confronta con

Databricks Unity Catalog

❓ Domande frequenti

Is Cortex cheaper than calling OpenAI?
Potentially yes; Cortex pricing is per token, and some models (Llama) are cheaper. Compare rates for your use case.
What LLMs does Cortex support?
OpenAI (GPT-4, GPT-3.5), Mistral, Llama, and others. Snowflake partners with multiple providers.
Can I fine-tune models in Cortex?
Limited fine-tuning available; mostly you use pre-trained models. Customization is via prompts.
Is my data private when using Cortex?
Yes, data stays in Snowflake; only the prompt and inference parameters are sent to model providers.
Can I use Cortex for streaming data?
Yes, Cortex works on streaming tables; inference is near real-time.

Non sei sicuro che questa competenza faccia per te?

Fai il Career Match — ti suggeriremo i percorsi giusti.

Trova le competenze adatte a te →

Trova il tuo percorso di carriera ideale

Abbinamento basato sulle competenze per 2521 carriere. Gratis, ~3 minuti.

Fai il Career Match — gratis →