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Azure Synapse Analytics

Unified analytics: data warehouse, big data, and machine learning

⬢ المستوى 2تقنية
💰
عالٍ
تأثير الراتب
⏱
5 شهرًا
مدة التعلّم
📊
صعب
الصعوبة
👥
12
الوظائف
لمحة سريعة

Azure Synapse Analytics integrates data warehousing, Spark, and ML. Mid-level data engineers earn $130-165k; seniors architect lakehouses and analytics platforms at $230-310k.

ما هي Azure Synapse Analytics

Azure Synapse Analytics is a unified analytics platform that combines enterprise data warehousing (SQL), big data processing (Apache Spark), and machine learning into one service. It provides a single workspace for data engineers, analysts, and scientists to collaborate. Synapse integrates with Azure Data Lake Storage, Power BI, and AI/ML tools. - Unified platform: Data warehouse, Spark, and ML in one workspace

🔧 الأدوات والمنظومة
Synapse StudioSQL PoolsSpark PoolsData IntegrationPower BI IntegrationPipelinesNotebooksSQL ScriptsLinked ServicesMonitoring & Analytics

💰 الراتب حسب المنطقة

المنطقةمبتدئمتوسطخبير
🇺🇸USA$88k$155k$270k
🇬🇧UK£64k£113k£196k
🇪🇺EU€60k€106k€186k
🇨🇦CANADAC$97kC$171kC$298k

🎯 الوظائف التي تستخدم Azure Synapse Analytics

Ai Data Labeling Lead
Ai Dubber Localization
Ai Ml Platform Engineer
Analytics Engineer
Animator
Ar Vr Developer
Bioinformatics Engineer
Bioinformatics Scientist
Biotech Researcher
Climate Tech Engineer
Clinical Trial Manager
Cloud Architect

⚖ قارن مع

Databricks Lakehouse

❓ الأسئلة الشائعة

▶What's the difference between Synapse SQL and Spark?
Synapse SQL is for structured data warehousing; Spark is for big data processing and unstructured data.
▶Can I use Synapse SQL and Spark together?
Yes, both share same metastore. Spark processes raw data, SQL queries refined datasets.
▶What's the pricing model?
SQL: pay per DWU-hour. Spark: per vCore-hour. Storage separate. On-demand SQL cheaper per query.
▶Can I connect Power BI directly?
Yes, native integration. Direct query or import; live dashboards update as data changes.
▶How do I handle data governance?
Column-level security, row-level security, data classifications, and audit logging.
▶What's the lakehouse pattern in Synapse?
Combine data lake (cheap storage) + warehouse (fast queries) using Delta Lake and unified metadata.

🔗 مهارات ذات صلة

Azure Ml StudioMentoring Others GrowthMentoringTechnical LeadershipStrategic ThinkingVision Setting DirectionStakeholder Management NavigationStakeholder ManagementLearning AgilityTime ManagementChange Management KotterChange Management
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