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ټول مهارتونه

Snowflake Cortex AI

⬢ درجه 2تخنیکي
+$20–35k
د معاش اغېز
2 میاشتې
د زده کړې وخت
منځنی
سختوالی
12
مسلکونه
په یوه نظر

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.

Snowflake Cortex AI څه شی دی

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.

🔧 وسیلې او ایکوسیستم
Cortex LLM FunctionsSQL IntegrationVector SearchEmbeddings APIBuilt-in ModelsNative App SupportModel Fine-TuningCost Optimization

📋 مخکې له دې چې تاسو پیل کړئ

Python

💰 د سیمې له مخې معاش

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

⚖ سره پرتله کړئ

Databricks Unity Catalog

❓ ډېرې پوښتل شوې پوښتنې

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.

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