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Software Software 552 Backend 25 Frontend 17 Full stack 33 Mobile 82 Systems 25 QA & Test 96 Engineering management 80 Data & AI Machine learning 281 Data 62 Quant & Trading 14 Infrastructure DevOps & SRE 61 Security 136 Network 15 Data centre 115 IT 11 Hardware & Industry Embedded & hardware 39 Manufacturing 607 Skilled trades 286 Product & Design Product 137 Design 51 Customer-facing Solutions & Field 194 Support 267 Sales 672 Marketing 168 Retail & Service 57 Business Operations 130 Finance 186 Legal & Compliance 170 People & HR 58 Admin 15 Unclassified Other / unclassified 642 Clear

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Intern 13 Junior 15 Mid-level 507 Senior 70 Staff 0 Principal 1 Lead / Manager 36 Not stated 30

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Stack

GCP 23 Azure 11 AWS 10 Elasticsearch 9 Snowflake 8 Spark 3 Rails 2 MongoDB 2 Vue 1 Python 1 PostgreSQL 1 JavaScript 1 dbt 1