Period
to 21 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 21 September 2021 with a comparison to the same period in the previous 2 years.

Snowflake
UK > England
6 months to
21 Sep 2021
Same period 2020 Same period 2019
Rank 478 451 932
Rank change year-on-year -27 +481 +177
Permanent jobs citing Snowflake 658 228 131
As % of all permanent jobs advertised in England 0.61% 0.50% 0.10%
As % of the Cloud Services category 1.40% 1.27% 0.32%
Number of salaries quoted 475 193 119
10th Percentile £41,250 £45,000 £39,000
25th Percentile £51,250 £52,500 £46,250
Median annual salary (50th Percentile) £70,000 £60,000 £60,000
Median % change year-on-year +16.67% - +9.09%
75th Percentile £85,000 £76,250 £80,000
90th Percentile £95,000 £104,250 £88,000
UK median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - +9.09%

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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 46,967 17,972 40,927
As % of all permanent IT jobs advertised in England 43.73% 39.45% 31.56%
Number of salaries quoted 33,039 15,238 33,868
10th Percentile £32,500 £33,750 £30,000
25th Percentile £42,500 £43,750 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -
75th Percentile £80,000 £76,250 £75,000
90th Percentile £95,000 £95,000 £90,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Snowflake
Job Vacancy Trend in England

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

Job vacancy trend for Snowflake in England

Snowflake
Salary Trend in England

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

Salary trend for Snowflake in England

Snowflake
Salary Histogram in England

Salary distribution for jobs citing Snowflake in England over the 6 months to 21 September 2021.

Salary histogram for Snowflake in England

Snowflake
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake within the England region over the 6 months to 21 September 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
London -8 484 £75,000 +25.00% 36
South East -121 50 £68,750 +5.77% 7
South West -73 35 £46,000 - 5
North of England -98 32 £37,500 -28.57% 14
East of England - 28 £72,500 - 1
Yorkshire -87 13 £37,500 -31.82% 3
Midlands -137 12 £55,000 - 5
North West -76 10 £37,500 -25.00% 8
North East - 9 £37,500 - 3
West Midlands -114 7 £42,500 -22.73% 1
East Midlands -70 5 £72,500 -3.33% 4
Snowflake
UK

For the 6 months to 21 September 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 across the England region with a requirement for Snowflake.

1 443 (67.33%) SQL
2 401 (60.94%) AWS
3 398 (60.49%) Analytics
4 373 (56.69%) Python
5 330 (50.15%) Data Warehouse
6 324 (49.24%) ETL
7 321 (48.78%) Business Intelligence
8 317 (48.18%) Azure
9 232 (35.26%) Agile Software Development
10 210 (31.91%) Data Pipeline
11 209 (31.76%) GCP
12 196 (29.79%) Power Platform
13 193 (29.33%) Power BI
14 192 (29.18%) Data Engineering
15 186 (28.27%) Tableau
15 186 (28.27%) Data Modelling
16 176 (26.75%) Big Data
17 169 (25.68%) Amazon Redshift
18 168 (25.53%) Data Science
19 164 (24.92%) Apache Spark
20 142 (21.58%) Google
21 135 (20.52%) Social Skills
22 132 (20.06%) Finance
23 130 (19.76%) DevOps
24 122 (18.54%) Data Architecture
25 117 (17.78%) Software Engineering
26 116 (17.63%) Visualisation
26 116 (17.63%) Relational Database
27 115 (17.48%) NoSQL
28 110 (16.72%) Kafka

Snowflake
Co-occurring IT Skills in England 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
1 164 (24.92%) Apache Spark
2 94 (14.29%) Apache Airflow
3 32 (4.86%) Apache
4 29 (4.41%) Elasticsearch
5 26 (3.95%) Luigi
6 21 (3.19%) Oracle Application Server
7 12 (1.82%) Confluence
8 6 (0.91%) Apache Pig
9 4 (0.61%) Jupyter
9 4 (0.61%) Oracle Workflow
9 4 (0.61%) SAS
10 3 (0.46%) SharePoint
11 1 (0.15%) Apache Synapse
11 1 (0.15%) JBoss
Applications
1 13 (1.98%) Microsoft Excel
2 7 (1.06%) SPSS
3 4 (0.61%) Microsoft Office
4 2 (0.30%) Microsoft PowerPoint
4 2 (0.30%) MS Visio
Business Applications
1 5 (0.76%) FastStats
1 5 (0.76%) Magento
2 2 (0.30%) FastStats PeopleStage
2 2 (0.30%) Sentinel
3 1 (0.15%) Acoustic Campaign
Cloud Services
1 401 (60.94%) AWS
2 317 (48.18%) Azure
3 209 (31.76%) GCP
4 196 (29.79%) Power Platform
5 75 (11.40%) Serverless
6 67 (10.18%) Matillion
7 63 (9.57%) Amazon S3
8 52 (7.90%) GitHub
9 51 (7.75%) Amazon EMR
9 51 (7.75%) dbt
10 50 (7.60%) Google Analytics
11 48 (7.29%) AWS Lambda
12 38 (5.78%) Azure Data Factory
13 35 (5.32%) Fivetran
14 32 (4.86%) IBM Cloud
15 31 (4.71%) Amazon SQS
16 27 (4.10%) Amazon Kinesis
17 24 (3.65%) Cloud Functions
18 21 (3.19%) Amazon ECS
18 21 (3.19%) SaaS
Communications & Networking
1 8 (1.22%) HTTP
2 2 (0.30%) Internet
2 2 (0.30%) VPN
3 1 (0.15%) Network Security
Database & Business Intelligence
1 330 (50.15%) Data Warehouse
2 193 (29.33%) Power BI
3 186 (28.27%) Tableau
4 176 (26.75%) Big Data
5 169 (25.68%) Amazon Redshift
6 116 (17.63%) Relational Database
7 115 (17.48%) NoSQL
8 102 (15.50%) Data Lake
8 102 (15.50%) SQL Server
9 91 (13.83%) SQL Server Integration Services
10 90 (13.68%) Hadoop
11 89 (13.53%) BigQuery
12 86 (13.07%) PostgreSQL
13 66 (10.03%) MongoDB
14 64 (9.73%) Looker
15 48 (7.29%) Amazon RDS
16 42 (6.38%) Amazon Athena
17 41 (6.23%) SQL Server Reporting Services
18 36 (5.47%) Neo4j
19 35 (5.32%) Electronic Patient Records
Development Applications
1 54 (8.21%) Jenkins
2 46 (6.99%) Git (software)
3 44 (6.69%) JIRA
4 35 (5.32%) Atlassian Bamboo
5 32 (4.86%) Vagrant
6 26 (3.95%) Oracle APEX
7 23 (3.50%) CircleCI
8 13 (1.98%) ERwin
9 10 (1.52%) ER Studio
10 9 (1.37%) PowerDesigner
11 7 (1.06%) Bitbucket
11 7 (1.06%) Subversion
12 6 (0.91%) SQL Server Management Studio (SSMS)
13 5 (0.76%) GitLab
13 5 (0.76%) Team Foundation Server
13 5 (0.76%) Toad
13 5 (0.76%) TortoiseSVN
14 4 (0.61%) Octopus Deploy
15 3 (0.46%) Spinnaker
15 3 (0.46%) TeamCity
General
1 135 (20.52%) Social Skills
2 132 (20.06%) Finance
3 94 (14.29%) Analytical Skills
4 32 (4.86%) Marketing
5 29 (4.41%) Advertising
6 28 (4.26%) Retail
7 19 (2.89%) Front Office
8 17 (2.58%) Organisational Skills
9 15 (2.28%) Presentation Skills
10 13 (1.98%) Banking
11 12 (1.82%) Czech Language
11 12 (1.82%) Games
12 10 (1.52%) Publishing
13 8 (1.22%) Music Industry
14 4 (0.61%) Electronics
14 4 (0.61%) Influencing Skills
14 4 (0.61%) Investment Banking
14 4 (0.61%) Public Sector
15 3 (0.46%) Financial Institution
15 3 (0.46%) Manufacturing
Job Titles
1 202 (30.70%) Data Engineer
2 125 (19.00%) Developer
3 88 (13.37%) Architect
4 78 (11.85%) Data Architect
5 62 (9.42%) Analyst
6 48 (7.29%) Business Intelligence Developer
7 41 (6.23%) Data Analyst
8 36 (5.47%) Python Engineer
9 35 (5.32%) Software Engineer
10 30 (4.56%) AWS Engineer
11 29 (4.41%) Senior Developer
12 28 (4.26%) Senior Data Engineer
13 23 (3.50%) Data Manager
14 21 (3.19%) Big Data Engineer
14 21 (3.19%) Business Intelligence Lead
15 20 (3.04%) Azure Engineer
16 18 (2.74%) Lead Software Engineer
16 18 (2.74%) Platform Engineer
17 16 (2.43%) Java Developer
18 15 (2.28%) Platform Architect
Libraries, Frameworks & Software Standards
1 110 (16.72%) Kafka
2 42 (6.38%) Spark Streaming
3 41 (6.23%) PySpark
4 36 (5.47%) Django
5 32 (4.86%) Oracle GoldenGate
6 24 (3.65%) .NET
6 24 (3.65%) Node.js
7 23 (3.50%) Apache Beam
8 22 (3.34%) Spring
9 18 (2.74%) React
9 18 (2.74%) REST
10 13 (1.98%) JSON
11 11 (1.67%) HTML
11 11 (1.67%) Pandas
12 10 (1.52%) CSS
13 9 (1.37%) OLE
13 9 (1.37%) XML
14 8 (1.22%) Web Services
15 7 (1.06%) NumPy
15 7 (1.06%) RabbitMQ
Miscellaneous
1 49 (7.45%) Data Structures
2 34 (5.17%) Algorithms
3 23 (3.50%) Derivative
3 23 (3.50%) Greenfield Project
4 16 (2.43%) Public Cloud
5 15 (2.28%) User Experience
6 14 (2.13%) Legacy Systems
7 12 (1.82%) Cloud Native
7 12 (1.82%) Enterprise Software
7 12 (1.82%) Management Information System
8 9 (1.37%) Life Science
8 9 (1.37%) Video Conferencing
9 6 (0.91%) Marketing Technology
10 5 (0.76%) Blog
11 4 (0.61%) Clustering
11 4 (0.61%) Data Protection Act
11 4 (0.61%) Housing Association
11 4 (0.61%) Mobile App
12 3 (0.46%) Acoustics
12 3 (0.46%) Self-Motivation
Operating Systems
1 30 (4.56%) Linux
2 23 (3.50%) Unix
3 8 (1.22%) Windows
4 1 (0.15%) Windows Server
Processes & Methodologies
1 398 (60.49%) Analytics
2 324 (49.24%) ETL
3 321 (48.78%) Business Intelligence
4 232 (35.26%) Agile Software Development
5 210 (31.91%) Data Pipeline
6 192 (29.18%) Data Engineering
7 186 (28.27%) Data Modelling
8 168 (25.53%) Data Science
9 130 (19.76%) DevOps
10 122 (18.54%) Data Architecture
11 117 (17.78%) Software Engineering
12 116 (17.63%) Visualisation
13 94 (14.29%) Migration
14 90 (13.68%) Data Management
15 88 (13.37%) Artificial Intelligence
16 79 (12.01%) Mentoring
17 74 (11.25%) Continuous Integration
18 71 (10.79%) Data Analytics
19 68 (10.33%) Dashboard Development
20 67 (10.18%) Data Governance
Programming Languages
1 443 (67.33%) SQL
2 373 (56.69%) Python
3 105 (15.96%) Java
4 53 (8.05%) Scala
5 52 (7.90%) R
6 48 (7.29%) PL/SQL
7 39 (5.93%) T-SQL
8 35 (5.32%) JavaScript
9 33 (5.02%) C#
10 14 (2.13%) Bash Shell
10 14 (2.13%) PowerShell
11 12 (1.82%) C
11 12 (1.82%) Go
11 12 (1.82%) LookML
12 9 (1.37%) Data Analysis Expressions (DAX)
13 8 (1.22%) C++
14 6 (0.91%) TypeScript
15 5 (0.76%) Kotlin
15 5 (0.76%) VB.NET
15 5 (0.76%) VBA
Qualifications
1 68 (10.33%) Degree
2 15 (2.28%) Computer Science Degree
3 10 (1.52%) Master's Degree
3 10 (1.52%) Numerate Degree
4 4 (0.61%) SC Cleared
4 4 (0.61%) Security Cleared
5 3 (0.46%) AWS Certification
5 3 (0.46%) BC Cleared
6 2 (0.30%) Tableau Certification
Quality Assurance & Compliance
1 75 (11.40%) Data Quality
2 35 (5.32%) GDPR
3 17 (2.58%) QA
4 2 (0.30%) Accessibility
5 1 (0.15%) ISO/IEC 27001
System Software
1 99 (15.05%) Docker
2 32 (4.86%) VirtualBox
3 2 (0.30%) Apache Flume
4 1 (0.15%) Active Directory
4 1 (0.15%) HDFS
Systems Management
1 92 (13.98%) Kubernetes
2 81 (12.31%) Terraform
3 38 (5.78%) Ansible
4 32 (4.86%) Docker Swarm
5 4 (0.61%) Prometheus
6 2 (0.30%) Consul
7 1 (0.15%) Grafana
7 1 (0.15%) Hadoop YARN
7 1 (0.15%) Kibana
7 1 (0.15%) Mesos
7 1 (0.15%) Single Sign-On
7 1 (0.15%) Tivoli
Vendors
1 142 (21.58%) Google
2 77 (11.70%) Oracle
3 76 (11.55%) Informatica
4 74 (11.25%) Microsoft
5 71 (10.79%) Talend
6 63 (9.57%) Databricks
7 39 (5.93%) IBM
8 38 (5.78%) Cloudera
9 34 (5.17%) Hortonworks
10 24 (3.65%) Salesforce.com
11 20 (3.04%) Greenplum
12 16 (2.43%) SAP
13 14 (2.13%) Alteryx
14 11 (1.67%) StreamSets
15 10 (1.52%) MuleSoft
16 9 (1.37%) Teradata
17 8 (1.22%) Cognos
18 6 (0.91%) Apple
18 6 (0.91%) Dataiku
18 6 (0.91%) Spotify