Period
to 20 October 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Snowflake skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Snowflake over the 6 months to 20 October 2021 with a comparison to the same period in the previous 2 years.

Snowflake
UK
6 months to
20 Oct 2021
Same period 2020 Same period 2019
Rank 488 469 917
Rank change year-on-year -19 +448 +213
Permanent jobs citing Snowflake 730 248 161
As % of all permanent jobs advertised in the UK 0.58% 0.51% 0.12%
As % of the Cloud Services category 1.34% 1.26% 0.37%
Number of salaries quoted 513 205 141
10th Percentile £42,500 £43,000 £38,750
25th Percentile £52,500 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £60,000 £60,000
Median % change year-on-year +16.67% - +9.09%
75th Percentile £85,000 £80,000 £80,000
90th Percentile £95,000 £100,750 £90,000
UK excluding London median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

Snowflake is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 54,618 19,700 43,445
As % of all permanent IT jobs advertised in the UK 43.38% 40.30% 31.91%
Number of salaries quoted 38,101 16,748 35,777
10th Percentile £32,500 £32,750 £30,000
25th Percentile £42,500 £42,500 £39,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £79,750 £75,000 £75,000
90th Percentile £95,000 £92,500 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Snowflake
Job Vacancy Trend

Job postings citing Snowflake as a proportion of all IT jobs advertised.

Job vacancy trend for Snowflake in the UK

Snowflake
Salary Trend

3-month moving average salary quoted in jobs citing Snowflake.

Salary trend for Snowflake in the UK

Snowflake
Salary Histogram

Salary distribution for jobs citing Snowflake over the 6 months to 20 October 2021.

Salary histogram for Snowflake in the UK

Snowflake
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake within the UK over the 6 months to 20 October 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -10 684 £70,000 +16.67% 98
London -24 506 £75,000 +20.00% 57
UK excluding London -109 181 £60,000 +9.09% 41
Work from Home -180 117 £65,000 -18.75% 14
South East -130 52 £67,500 +22.73% 9
South West -42 49 £48,750 - 7
North of England -126 26 £37,500 -31.82% 13
East of England -78 22 £72,500 +11.54% 6
Scotland -75 14 £50,000 +5.26% 1
Yorkshire -99 12 £45,000 -18.18% 3
Midlands -132 12 £55,000 - 4
North West -107 9 £55,000 -4.35% 8
East Midlands -73 6 £78,500 +4.67% 3
West Midlands -112 6 £36,250 -34.09% 1
Wales -46 5 £33,000 -40.00% 1
North East - 5 £37,500 - 2
Northern Ireland - 1 £67,500 -

For the 6 months to 20 October 2021, IT jobs citing Snowflake also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Snowflake.

1 490 (67.12%) SQL
2 438 (60.00%) Analytics
3 432 (59.18%) AWS
4 409 (56.03%) Python
5 361 (49.45%) Data Warehouse
6 353 (48.36%) Business Intelligence
7 339 (46.44%) ETL
7 339 (46.44%) Azure
8 255 (34.93%) Agile Software Development
9 230 (31.51%) Power Platform
10 229 (31.37%) Data Modelling
11 225 (30.82%) Power BI
12 220 (30.14%) Tableau
13 214 (29.32%) GCP
14 203 (27.81%) Data Engineering
15 200 (27.40%) Data Pipeline
16 175 (23.97%) Data Science
17 171 (23.42%) Big Data
18 169 (23.15%) Apache Spark
19 157 (21.51%) Finance
20 153 (20.96%) Visualisation
21 152 (20.82%) Amazon Redshift
22 151 (20.68%) Social Skills
23 146 (20.00%) Google
24 142 (19.45%) DevOps
25 126 (17.26%) Data Architecture
26 125 (17.12%) Kafka
27 120 (16.44%) SQL Server
28 118 (16.16%) Relational Database
29 116 (15.89%) Data Lake

Snowflake
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 169 (23.15%) Apache Spark
2 98 (13.42%) Apache Airflow
3 39 (5.34%) Apache
4 25 (3.42%) Elasticsearch
5 24 (3.29%) Luigi
6 21 (2.88%) Oracle Application Server
7 17 (2.33%) Confluence
8 6 (0.82%) Apache Pig
8 6 (0.82%) Jupyter
8 6 (0.82%) SAS
8 6 (0.82%) SharePoint
9 2 (0.27%) Oracle Workflow
10 1 (0.14%) Apache Synapse
10 1 (0.14%) JBoss
Applications
1 18 (2.47%) Microsoft Excel
2 5 (0.68%) Microsoft Office
2 5 (0.68%) SPSS
3 4 (0.55%) Microsoft PowerPoint
4 2 (0.27%) MS Visio
Business Applications
1 5 (0.68%) FastStats
2 2 (0.27%) FastStats PeopleStage
2 2 (0.27%) Magento
2 2 (0.27%) Oracle Applications
2 2 (0.27%) Sentinel
3 1 (0.14%) Acoustic Campaign
Cloud Services
1 432 (59.18%) AWS
2 339 (46.44%) Azure
3 230 (31.51%) Power Platform
4 214 (29.32%) GCP
5 73 (10.00%) Serverless
6 62 (8.49%) Amazon S3
7 57 (7.81%) GitHub
8 56 (7.67%) dbt
8 56 (7.67%) Matillion
9 50 (6.85%) AWS Lambda
9 50 (6.85%) Google Analytics
10 41 (5.62%) Azure Data Factory
11 40 (5.48%) Fivetran
12 32 (4.38%) Amazon EMR
13 31 (4.25%) Amazon SQS
14 28 (3.84%) Azure Synapse Analytics
15 25 (3.42%) Amazon Kinesis
16 22 (3.01%) Amazon SageMaker
17 21 (2.88%) SaaS
18 20 (2.74%) Amazon ECS
Communications & Networking
1 9 (1.23%) HTTP
2 2 (0.27%) Internet
2 2 (0.27%) VPN
3 1 (0.14%) FTP
3 1 (0.14%) Network Security
Database & Business Intelligence
1 361 (49.45%) Data Warehouse
2 225 (30.82%) Power BI
3 220 (30.14%) Tableau
4 171 (23.42%) Big Data
5 152 (20.82%) Amazon Redshift
6 120 (16.44%) SQL Server
7 118 (16.16%) Relational Database
8 116 (15.89%) Data Lake
9 106 (14.52%) SQL Server Integration Services
10 103 (14.11%) NoSQL
11 98 (13.42%) BigQuery
12 94 (12.88%) PostgreSQL
13 92 (12.60%) Hadoop
14 71 (9.73%) Looker
14 71 (9.73%) MongoDB
15 49 (6.71%) Amazon RDS
16 37 (5.07%) Oracle Database
17 36 (4.93%) SQL Server Reporting Services
18 34 (4.66%) Oracle Database 12c
19 31 (4.25%) MySQL
Development Applications
1 58 (7.95%) JIRA
2 43 (5.89%) Git (software)
3 39 (5.34%) Jenkins
4 26 (3.56%) Oracle APEX
5 21 (2.88%) Atlassian Bamboo
6 20 (2.74%) CircleCI
7 17 (2.33%) ERwin
8 15 (2.05%) Vagrant
9 11 (1.51%) Team Foundation Server
10 10 (1.37%) ER Studio
11 9 (1.23%) PowerDesigner
11 9 (1.23%) SQL Server Management Studio (SSMS)
12 8 (1.10%) GitLab
13 7 (0.96%) Bitbucket
13 7 (0.96%) Octopus Deploy
13 7 (0.96%) Subversion
14 6 (0.82%) TeamCity
15 5 (0.68%) Toad
15 5 (0.68%) TortoiseSVN
16 4 (0.55%) tSQLt
General
1 157 (21.51%) Finance
2 151 (20.68%) Social Skills
3 108 (14.79%) Analytical Skills
4 52 (7.12%) Marketing
5 36 (4.93%) Advertising
6 31 (4.25%) Retail
7 22 (3.01%) Banking
7 22 (3.01%) Presentation Skills
8 19 (2.60%) Front Office
8 19 (2.60%) Organisational Skills
9 12 (1.64%) Czech Language
10 11 (1.51%) Legal
11 10 (1.37%) Games
11 10 (1.37%) Music Industry
12 8 (1.10%) Publishing
13 7 (0.96%) Public Sector
14 4 (0.55%) Electronics
14 4 (0.55%) Investment Banking
15 3 (0.41%) Financial Institution
15 3 (0.41%) Manufacturing
Job Titles
1 221 (30.27%) Data Engineer
2 129 (17.67%) Developer
3 90 (12.33%) Architect
4 73 (10.00%) Analyst
5 69 (9.45%) Data Architect
6 49 (6.71%) Data Analyst
7 47 (6.44%) Business Intelligence Developer
8 39 (5.34%) Software Engineer
9 32 (4.38%) Senior Developer
10 29 (3.97%) Senior Data Engineer
11 28 (3.84%) Python Engineer
12 23 (3.15%) Consultant
13 21 (2.88%) AWS Engineer
13 21 (2.88%) Business Intelligence Lead
13 21 (2.88%) Data Manager
14 20 (2.74%) Big Data Engineer
15 18 (2.47%) Azure Engineer
15 18 (2.47%) Lead Software Engineer
16 17 (2.33%) Java Developer
16 17 (2.33%) Power BI Developer
Libraries, Frameworks & Software Standards
1 125 (17.12%) Kafka
2 44 (6.03%) PySpark
3 34 (4.66%) Django
4 30 (4.11%) .NET
4 30 (4.11%) Oracle GoldenGate
5 24 (3.29%) Node.js
6 23 (3.15%) Apache Beam
7 20 (2.74%) Spring
8 19 (2.60%) JSON
8 19 (2.60%) XML
9 18 (2.47%) Spark Streaming
10 15 (2.05%) REST
11 14 (1.92%) React
12 10 (1.37%) HTML
12 10 (1.37%) Pandas
13 9 (1.23%) NumPy
13 9 (1.23%) Web Services
14 8 (1.10%) RabbitMQ
14 8 (1.10%) TensorFlow
15 7 (0.96%) Elastic Stack
Miscellaneous
1 49 (6.71%) Data Structures
2 38 (5.21%) Algorithms
3 23 (3.15%) Derivative
3 23 (3.15%) Greenfield Project
4 19 (2.60%) User Experience
5 16 (2.19%) Management Information System
5 16 (2.19%) Public Cloud
6 13 (1.78%) Enterprise Software
7 12 (1.64%) Cloud Native
7 12 (1.64%) Legacy Systems
8 11 (1.51%) Marketing Technology
9 10 (1.37%) Life Science
10 9 (1.23%) Video Conferencing
11 6 (0.82%) Data Protection Act
11 6 (0.82%) Replication
12 5 (0.68%) Clustering
12 5 (0.68%) Hedge funds
13 4 (0.55%) Mobile App
13 4 (0.55%) Renewable Energy
13 4 (0.55%) Self-Motivation
Operating Systems
1 38 (5.21%) Linux
2 25 (3.42%) Unix
3 14 (1.92%) Windows
4 5 (0.68%) Windows Server
5 4 (0.55%) AIX
5 4 (0.55%) Windows Server 2012
Processes & Methodologies
1 438 (60.00%) Analytics
2 353 (48.36%) Business Intelligence
3 339 (46.44%) ETL
4 255 (34.93%) Agile Software Development
5 229 (31.37%) Data Modelling
6 203 (27.81%) Data Engineering
7 200 (27.40%) Data Pipeline
8 175 (23.97%) Data Science
9 153 (20.96%) Visualisation
10 142 (19.45%) DevOps
11 126 (17.26%) Data Architecture
12 115 (15.75%) Data Management
12 115 (15.75%) Software Engineering
13 110 (15.07%) Migration
14 102 (13.97%) Problem-Solving
15 97 (13.29%) Mentoring
16 93 (12.74%) Data Analytics
17 80 (10.96%) Data Visualisation
18 78 (10.68%) Artificial Intelligence
19 77 (10.55%) Data Governance
Programming Languages
1 490 (67.12%) SQL
2 409 (56.03%) Python
3 115 (15.75%) Java
4 67 (9.18%) R
5 60 (8.22%) Scala
6 51 (6.99%) PL/SQL
6 51 (6.99%) T-SQL
7 44 (6.03%) C#
8 32 (4.38%) JavaScript
9 19 (2.60%) PowerShell
10 15 (2.05%) Data Analysis Expressions (DAX)
11 13 (1.78%) Bash Shell
11 13 (1.78%) C
11 13 (1.78%) LookML
12 12 (1.64%) Go
13 8 (1.10%) VBA
14 7 (0.96%) Ruby
14 7 (0.96%) VB.NET
15 6 (0.82%) C++
15 6 (0.82%) TypeScript
Qualifications
1 86 (11.78%) Degree
2 15 (2.05%) Computer Science Degree
3 14 (1.92%) Numerate Degree
4 12 (1.64%) Master's Degree
5 5 (0.68%) SC Cleared
5 5 (0.68%) Security Cleared
6 4 (0.55%) AWS Certification
7 3 (0.41%) BC Cleared
7 3 (0.41%) ISTQB
7 3 (0.41%) ISTQB Foundation Certification
7 3 (0.41%) Tableau Certification
8 1 (0.14%) DV Cleared
8 1 (0.14%) PhD
8 1 (0.14%) PMI Certification
8 1 (0.14%) PMP
8 1 (0.14%) TOGAF Certification
Quality Assurance & Compliance
1 108 (14.79%) Data Quality
2 42 (5.75%) GDPR
3 25 (3.42%) QA
4 3 (0.41%) Accessibility
4 3 (0.41%) Actionable Recommendations
5 1 (0.14%) ISO/IEC 27001
System Software
1 81 (11.10%) Docker
2 15 (2.05%) VirtualBox
3 4 (0.55%) Oracle RAC
4 2 (0.27%) Apache Flume
5 1 (0.14%) Active Directory
Systems Management
1 72 (9.86%) Terraform
2 70 (9.59%) Kubernetes
3 19 (2.60%) Ansible
4 15 (2.05%) Docker Swarm
5 4 (0.55%) Data Guard
5 4 (0.55%) Oracle Enterprise Manager
5 4 (0.55%) Oracle RMAN
6 2 (0.27%) Consul
6 2 (0.27%) Tivoli
7 1 (0.14%) Grafana
7 1 (0.14%) Kibana
7 1 (0.14%) Mesos
7 1 (0.14%) Prometheus
7 1 (0.14%) Single Sign-On
Vendors
1 146 (20.00%) Google
2 102 (13.97%) Microsoft
3 99 (13.56%) Oracle
4 89 (12.19%) Databricks
5 58 (7.95%) Informatica
6 56 (7.67%) Talend
7 29 (3.97%) Salesforce.com
8 25 (3.42%) IBM
9 22 (3.01%) Cloudera
9 22 (3.01%) SAP
10 20 (2.74%) Greenplum
11 18 (2.47%) Teradata
12 16 (2.19%) Hortonworks
13 15 (2.05%) StreamSets
14 14 (1.92%) Alteryx
15 11 (1.51%) MuleSoft
16 9 (1.23%) Cognos
17 8 (1.10%) Atlassian
18 7 (0.96%) Apple
18 7 (0.96%) Spotify