Period
to

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 18 May 2022 with a comparison to the same period in the previous 2 years.

Snowflake
UK
6 months to
18 May 2022
Same period 2021 Same period 2020
Rank 436 484 606
Rank change year-on-year +48 +122 +465
Permanent jobs citing Snowflake 1,296 492 342
As % of all permanent jobs advertised in the UK 0.81% 0.55% 0.36%
As % of the Cloud Services category 1.79% 1.30% 1.01%
Number of salaries quoted 584 432 320
10th Percentile £43,750 £37,500 £45,000
25th Percentile £53,750 £47,500 £52,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +23.81%
75th Percentile £92,500 £83,750 £85,000
90th Percentile £108,750 £95,000 £110,000
UK excluding London median annual salary £56,250 £57,500 £58,750
% change year-on-year -2.17% -2.13% +17.50%

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 72,536 37,859 33,829
As % of all permanent IT jobs advertised in the UK 45.14% 42.09% 35.41%
Number of salaries quoted 38,433 30,119 27,837
10th Percentile £33,000 £32,500 £31,250
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £81,250 £77,500 £75,000
90th Percentile £97,500 £92,500 £93,750
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 18 May 2022.

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 18 May 2022. 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
Jobs
England +38 1,151 £70,000 +1.82% 75
London +5 897 £77,500 +6.90% 40
Work from Home -56 479 £70,000 +12.00% 22
UK excluding London -44 265 £56,250 -2.17% 37
North of England -13 110 £61,250 +44.12% 26
North West -1 85 £70,000 +16.67% 7
Midlands -21 43 £47,500 -11.63% 1
West Midlands -25 41 £47,500 -17.39% 1
South East -99 38 £67,500 +14.89% 4
South West +1 37 £45,000 -25.00% 3
Yorkshire -33 24 £60,000 +41.18% 8
East of England -101 14 £67,500 -10.00% 2
Scotland -51 13 £45,000 +12.50%
Wales -31 8 £60,000 +81.82% 2
East Midlands -34 2 £65,000 +47.73%
Northern Ireland - 2 £69,500 -
North East -24 1 £23,000 -38.67% 11

For the 6 months to 18 May 2022, 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.

1 786 (60.65%) Python
2 781 (60.26%) SQL
3 713 (55.02%) Data Warehouse
4 696 (53.70%) AWS
5 658 (50.77%) Analytics
6 513 (39.58%) Azure
7 508 (39.20%) ETL
8 433 (33.41%) Data Engineering
8 433 (33.41%) Data Pipeline
9 424 (32.72%) Business Intelligence
10 404 (31.17%) Data Science
11 387 (29.86%) Data Modelling
12 376 (29.01%) Agile
13 372 (28.70%) GCP
14 361 (27.85%) CI/CD
15 345 (26.62%) Finance
16 285 (21.99%) Tableau
17 284 (21.91%) Apache Spark
17 284 (21.91%) Apache Airflow
18 273 (21.06%) Amazon Redshift
19 270 (20.83%) Analytical Skills
20 269 (20.76%) Social Skills
21 266 (20.52%) Terraform
21 266 (20.52%) Kafka
22 262 (20.22%) Machine Learning
23 248 (19.14%) Big Data
24 239 (18.44%) DevOps
25 235 (18.13%) NoSQL
26 228 (17.59%) BigQuery
27 226 (17.44%) Databricks

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
1 284 (21.91%) Apache Airflow
1 284 (21.91%) Apache Spark
2 112 (8.64%) Apache
3 103 (7.95%) Elasticsearch
4 58 (4.48%) Luigi
5 21 (1.62%) Apache Pulsar
6 16 (1.23%) Oracle Workflow
7 14 (1.08%) Apache Pig
8 13 (1.00%) Jupyter
9 11 (0.85%) SAS
10 7 (0.54%) Confluence
11 1 (0.077%) SharePoint Server
Applications
1 24 (1.85%) Microsoft Excel
2 22 (1.70%) Microsoft PowerPoint
3 12 (0.93%) SPSS
4 3 (0.23%) Spreadsheet
5 1 (0.077%) Gephi
5 1 (0.077%) Microsoft Project
5 1 (0.077%) MS Visio
Business Applications
1 6 (0.46%) FastStats
2 1 (0.077%) ION MarketView
2 1 (0.077%) Maximo
2 1 (0.077%) Primavera
2 1 (0.077%) SAP BPC
2 1 (0.077%) Sentinel
Cloud Services
1 696 (53.70%) AWS
2 513 (39.58%) Azure
3 372 (28.70%) GCP
4 210 (16.20%) dbt
5 205 (15.82%) Power Platform
6 165 (12.73%) Amazon Kinesis
7 146 (11.27%) Amazon S3
7 146 (11.27%) Serverless
8 125 (9.65%) Matillion
9 96 (7.41%) Fivetran
10 73 (5.63%) AWS Lambda
10 73 (5.63%) Azure Data Factory
11 69 (5.32%) Azure Cosmos DB
12 68 (5.25%) GitHub
13 59 (4.55%) Amazon SageMaker
13 59 (4.55%) SaaS
14 50 (3.86%) Azure Synapse Analytics
15 49 (3.78%) Amazon EMR
16 47 (3.63%) AWS CloudFormation
17 39 (3.01%) Datadog
Communications & Networking
1 38 (2.93%) Network Security
2 28 (2.16%) Firewall
3 9 (0.69%) HTTP
4 4 (0.31%) Skype
5 2 (0.15%) Kerberos
Database & Business Intelligence
1 713 (55.02%) Data Warehouse
2 285 (21.99%) Tableau
3 273 (21.06%) Amazon Redshift
4 248 (19.14%) Big Data
5 235 (18.13%) NoSQL
6 228 (17.59%) BigQuery
7 213 (16.44%) Data Lake
8 205 (15.82%) Power BI
9 193 (14.89%) SQL Server
10 184 (14.20%) Looker
11 173 (13.35%) Relational Database
12 150 (11.57%) Hadoop
13 134 (10.34%) PostgreSQL
14 98 (7.56%) SQL Server Integration Services
15 90 (6.94%) MySQL
16 74 (5.71%) Apache Hive
17 72 (5.56%) MongoDB
18 71 (5.48%) Star Schema
19 70 (5.40%) Amazon Athena
20 61 (4.71%) Metadata
Development Applications
1 160 (12.35%) Git (software)
2 129 (9.95%) Jenkins
3 56 (4.32%) GitLab
4 50 (3.86%) CircleCI
5 49 (3.78%) JIRA
6 40 (3.09%) Maven
7 29 (2.24%) Bitbucket
8 24 (1.85%) ERwin
9 23 (1.77%) JUnit
10 21 (1.62%) Atlassian Bamboo
11 15 (1.16%) ER Studio
11 15 (1.16%) PowerDesigner
12 14 (1.08%) SonarQube
13 9 (0.69%) Bitbucket Server
13 9 (0.69%) Jasmine
13 9 (0.69%) Storybook
14 8 (0.62%) Cypress.io
14 8 (0.62%) RSpec
15 6 (0.46%) Postman
15 6 (0.46%) RStudio
General
1 345 (26.62%) Finance
2 270 (20.83%) Analytical Skills
3 269 (20.76%) Social Skills
4 210 (16.20%) Marketing
5 150 (11.57%) Retail
6 98 (7.56%) Banking
7 96 (7.41%) Advertising
8 88 (6.79%) Inclusion and Diversity
9 54 (4.17%) Games
10 52 (4.01%) Presentation Skills
11 28 (2.16%) Public Sector
12 23 (1.77%) Telecoms
13 19 (1.47%) Electronics
13 19 (1.47%) Manufacturing
14 17 (1.31%) Influencing Skills
15 16 (1.23%) Legal
16 15 (1.16%) Financial Institution
17 13 (1.00%) Organisational Skills
17 13 (1.00%) Pharmaceutical
18 9 (0.69%) Law
Job Titles
1 519 (40.05%) Data Engineer
2 155 (11.96%) Architect
3 150 (11.57%) Senior Data Engineer
4 134 (10.34%) Analyst
4 134 (10.34%) Data Architect
5 99 (7.64%) Developer
6 66 (5.09%) Software Engineer
7 53 (4.09%) Data Analyst
8 51 (3.94%) Consultant
9 46 (3.55%) Data Manager
10 39 (3.01%) Product Analyst
11 38 (2.93%) Solutions Architect
12 36 (2.78%) Data Scientist
13 32 (2.47%) Senior Analyst
13 32 (2.47%) Senior Architect
13 32 (2.47%) Senior Data Architect
14 28 (2.16%) AWS Engineer
14 28 (2.16%) Business Intelligence Developer
14 28 (2.16%) Senior Manager
15 26 (2.01%) Data Consultant
Libraries, Frameworks & Software Standards
1 266 (20.52%) Kafka
2 90 (6.94%) PySpark
3 68 (5.25%) React
4 64 (4.94%) Node.js
5 50 (3.86%) Pandas
6 45 (3.47%) NumPy
6 45 (3.47%) Spark Streaming
7 40 (3.09%) TensorFlow
8 39 (3.01%) OAuth
9 38 (2.93%) OLE
10 28 (2.16%) Apache Beam
11 25 (1.93%) GraphQL
12 23 (1.77%) Apache NiFi
13 21 (1.62%) scikit-learn
14 20 (1.54%) PyTorch
15 19 (1.47%) .NET
15 19 (1.47%) Web Services
16 17 (1.31%) REST
17 16 (1.23%) Oracle GoldenGate
17 16 (1.23%) RabbitMQ
Miscellaneous
1 117 (9.03%) Algorithms
2 102 (7.87%) Data Structures
3 86 (6.64%) Cloud Native
4 70 (5.40%) User Experience
5 63 (4.86%) Greenfield Project
6 51 (3.94%) Blog
7 49 (3.78%) Self-Motivation
8 42 (3.24%) Marketing Technology
9 32 (2.47%) Management Information System
10 28 (2.16%) Public Cloud
11 24 (1.85%) Educational Technology
11 24 (1.85%) IoT
12 20 (1.54%) Digital Media
13 14 (1.08%) FMCG
13 14 (1.08%) Replication
14 10 (0.77%) Hybrid Cloud
15 9 (0.69%) Cyberthreat
16 7 (0.54%) Social Media
17 6 (0.46%) Grid Computing
18 5 (0.39%) Derivative
Operating Systems
1 55 (4.24%) Linux
2 29 (2.24%) Unix
3 18 (1.39%) Windows
4 9 (0.69%) Alpine Linux
4 9 (0.69%) Debian
4 9 (0.69%) Ubuntu
4 9 (0.69%) Windows Server
Processes & Methodologies
1 658 (50.77%) Analytics
2 508 (39.20%) ETL
3 433 (33.41%) Data Engineering
3 433 (33.41%) Data Pipeline
4 424 (32.72%) Business Intelligence
5 404 (31.17%) Data Science
6 387 (29.86%) Data Modelling
7 376 (29.01%) Agile
8 361 (27.85%) CI/CD
9 262 (20.22%) Machine Learning
10 239 (18.44%) DevOps
11 220 (16.98%) Visualisation
12 219 (16.90%) Problem-Solving
13 215 (16.59%) Data Management
14 195 (15.05%) Data Architecture
15 177 (13.66%) Data Analytics
16 166 (12.81%) Artificial Intelligence
17 162 (12.50%) Software Engineering
18 155 (11.96%) Data Governance
18 155 (11.96%) Mentoring
Programming Languages
1 786 (60.65%) Python
2 781 (60.26%) SQL
3 197 (15.20%) Java
4 170 (13.12%) R
5 166 (12.81%) Scala
6 73 (5.63%) TypeScript
7 71 (5.48%) Bash
8 68 (5.25%) JavaScript
9 66 (5.09%) C#
10 44 (3.40%) T-SQL
11 32 (2.47%) Ruby
12 26 (2.01%) Groovy
13 25 (1.93%) Shell Script
14 23 (1.77%) PL/SQL
14 23 (1.77%) PowerShell
15 21 (1.62%) C
16 11 (0.85%) C++
17 10 (0.77%) Go
18 9 (0.69%) Gremlin
19 3 (0.23%) U-SQL
Qualifications
1 120 (9.26%) Degree
2 16 (1.23%) Computer Science Degree
3 9 (0.69%) Master's Degree
4 7 (0.54%) DBS Check
5 6 (0.46%) Security Cleared
6 5 (0.39%) PhD
6 5 (0.39%) SC Cleared
7 3 (0.23%) TOGAF Certification
8 2 (0.15%) (ISC)2 CCSP
8 2 (0.15%) CCSP
8 2 (0.15%) Cisco Certification
8 2 (0.15%) CISSP
8 2 (0.15%) DV Cleared
8 2 (0.15%) GIAC
8 2 (0.15%) Numerate Degree
9 1 (0.077%) Tableau Certification
Quality Assurance & Compliance
1 204 (15.74%) Data Quality
2 79 (6.10%) QA
3 60 (4.63%) GDPR
4 17 (1.31%) HIPAA
5 15 (1.16%) PCI DSS
6 6 (0.46%) SOC 2
7 4 (0.31%) SLA
8 3 (0.23%) Sarbanes-Oxley
9 2 (0.15%) Accessibility
9 2 (0.15%) GRC
10 1 (0.077%) PMO
System Software
1 170 (13.12%) Docker
2 44 (3.40%) Apache Flume
3 42 (3.24%) Virtual Machines
4 4 (0.31%) HDFS
5 2 (0.15%) zsh
6 1 (0.077%) Active Directory
Systems Management
1 266 (20.52%) Terraform
2 159 (12.27%) Kubernetes
3 49 (3.78%) Ansible
4 42 (3.24%) Oozie
5 30 (2.31%) Opscode Chef
5 30 (2.31%) Puppet
6 15 (1.16%) Grafana
7 9 (0.69%) Matomo
8 8 (0.62%) Istio
8 8 (0.62%) MOM
9 6 (0.46%) Argo
10 5 (0.39%) Consul
11 4 (0.31%) SCCM
12 3 (0.23%) Control-M
12 3 (0.23%) Kubeflow
13 1 (0.077%) Rundeck
Vendors
1 226 (17.44%) Databricks
2 146 (11.27%) Google
3 109 (8.41%) Oracle
4 102 (7.87%) Microsoft
5 92 (7.10%) Informatica
6 75 (5.79%) Cloudera
7 64 (4.94%) Alteryx
8 62 (4.78%) Talend
9 60 (4.63%) Salesforce.com
10 47 (3.63%) SAP
11 40 (3.09%) Amplitude
12 27 (2.08%) Hitachi
13 23 (1.77%) Teradata
14 22 (1.70%) SnapLogic
15 20 (1.54%) Splunk
16 19 (1.47%) Samsung
17 18 (1.39%) Snowplow
18 15 (1.16%) Twitter
19 14 (1.08%) SoundCloud
20 13 (1.00%) CA Agile Central