Period
to 26 November 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 26 November 2021 with a comparison to the same period in the previous 2 years.

Snowflake
England > London
6 months to
26 Nov 2021
Same period 2020 Same period 2019
Rank 334 309 619
Rank change year-on-year -25 +310 +158
Permanent jobs citing Snowflake 511 187 132
As % of all permanent jobs advertised in London 0.98% 0.87% 0.24%
As % of the Cloud Services category 2.05% 1.94% 0.65%
Number of salaries quoted 330 161 108
10th Percentile £47,500 £45,000 £44,250
25th Percentile £55,000 £53,750 £56,250
Median annual salary (50th Percentile) £73,750 £65,000 £73,750
Median % change year-on-year +13.46% -11.86% +18.00%
75th Percentile £88,750 £87,500 £86,563
90th Percentile £102,500 £105,000 £97,375
England median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% +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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 24,889 9,657 20,299
As % of all permanent IT jobs advertised in London 47.89% 44.71% 37.30%
Number of salaries quoted 16,528 8,311 16,864
10th Percentile £41,250 £42,500 £35,000
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £92,500 £86,250 £85,000
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Snowflake
Job Vacancy Trend in London

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

Job vacancy trend for Snowflake in London

Snowflake
Salary Trend in London

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

Salary trend for Snowflake in London

Snowflake
Salary Histogram in London

Salary distribution for jobs citing Snowflake in London over the 6 months to 26 November 2021.

Salary histogram for Snowflake in London

Snowflake
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake within the London region over the 6 months to 26 November 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
Central London -17 68 £77,500 +19.23% 18
South London -28 7 £50,000 -23.08%
West London -82 3 £51,000 -37.23% 1
East London - 1 £110,000 - 1
North London - 1 £52,500 -
Snowflake
England

For the 6 months to 26 November 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 London region with a requirement for Snowflake.

1 344 (67.32%) SQL
2 318 (62.23%) Python
3 317 (62.04%) AWS
4 315 (61.64%) Analytics
5 257 (50.29%) Data Warehouse
6 213 (41.68%) Business Intelligence
7 211 (41.29%) Azure
8 203 (39.73%) ETL
9 182 (35.62%) GCP
10 181 (35.42%) Tableau
11 180 (35.23%) Data Modelling
12 178 (34.83%) Agile Software Development
13 171 (33.46%) Data Engineering
14 158 (30.92%) Data Science
15 154 (30.14%) Data Pipeline
16 139 (27.20%) Power Platform
16 139 (27.20%) Power BI
17 123 (24.07%) Big Data
18 121 (23.68%) Social Skills
19 116 (22.70%) Visualisation
20 111 (21.72%) Finance
21 109 (21.33%) Apache Spark
22 107 (20.94%) Amazon Redshift
23 106 (20.74%) Data Architecture
24 95 (18.59%) Software Engineering
25 91 (17.81%) Relational Database
26 90 (17.61%) Google
27 87 (17.03%) Mentoring
28 86 (16.83%) Data Management
29 84 (16.44%) Apache Airflow

Snowflake
Co-occurring IT Skills in London 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
1 109 (21.33%) Apache Spark
2 84 (16.44%) Apache Airflow
3 31 (6.07%) Apache
4 23 (4.50%) Luigi
5 21 (4.11%) Elasticsearch
6 17 (3.33%) Confluence
7 5 (0.98%) SAS
8 4 (0.78%) Apache Pig
9 2 (0.39%) Jupyter
10 1 (0.20%) JBoss
Applications
1 13 (2.54%) Microsoft Excel
2 5 (0.98%) Microsoft Office
2 5 (0.98%) SPSS
3 3 (0.59%) Microsoft PowerPoint
4 2 (0.39%) MS Visio
Business Applications
1 3 (0.59%) Sentinel
Cloud Services
1 317 (62.04%) AWS
2 211 (41.29%) Azure
3 182 (35.62%) GCP
4 139 (27.20%) Power Platform
5 62 (12.13%) Amazon S3
6 45 (8.81%) dbt
7 44 (8.61%) Serverless
8 41 (8.02%) GitHub
9 39 (7.63%) Matillion
10 37 (7.24%) AWS Lambda
11 33 (6.46%) Amazon Kinesis
12 30 (5.87%) Amazon SQS
12 30 (5.87%) Fivetran
13 26 (5.09%) Google Analytics
14 22 (4.31%) Azure Data Factory
15 20 (3.91%) Amazon ECS
16 17 (3.33%) Amazon EMR
17 16 (3.13%) Azure Sentinel
18 14 (2.74%) Azure Synapse Analytics
18 14 (2.74%) Google Data Studio
Communications & Networking
1 9 (1.76%) HTTP
2 3 (0.59%) FTP
2 3 (0.59%) Network Security
3 1 (0.20%) Firewall
3 1 (0.20%) Internet
Database & Business Intelligence
1 257 (50.29%) Data Warehouse
2 181 (35.42%) Tableau
3 139 (27.20%) Power BI
4 123 (24.07%) Big Data
5 107 (20.94%) Amazon Redshift
6 91 (17.81%) Relational Database
7 82 (16.05%) BigQuery
8 80 (15.66%) Data Lake
9 75 (14.68%) NoSQL
10 74 (14.48%) PostgreSQL
11 72 (14.09%) Looker
12 67 (13.11%) Hadoop
13 58 (11.35%) SQL Server
14 53 (10.37%) SQL Server Integration Services
15 49 (9.59%) MongoDB
16 41 (8.02%) Amazon RDS
17 27 (5.28%) MySQL
17 27 (5.28%) Snowflake Schema
18 26 (5.09%) SQL Server Reporting Services
19 24 (4.70%) Apache Cassandra
Development Applications
1 55 (10.76%) JIRA
2 35 (6.85%) Git (software)
3 29 (5.68%) Jenkins
4 20 (3.91%) CircleCI
5 10 (1.96%) Bitbucket
6 8 (1.57%) GitLab
7 7 (1.37%) ER Studio
7 7 (1.37%) Octopus Deploy
8 6 (1.17%) ERwin
8 6 (1.17%) PowerDesigner
8 6 (1.17%) Spinnaker
8 6 (1.17%) Subversion
9 3 (0.59%) Toad
9 3 (0.59%) TortoiseSVN
10 2 (0.39%) Atlassian Bamboo
10 2 (0.39%) SQL Server Management Studio (SSMS)
10 2 (0.39%) Team Foundation Server
10 2 (0.39%) Vagrant
11 1 (0.20%) Mercurial
11 1 (0.20%) VSS/SourceSafe
General
1 121 (23.68%) Social Skills
2 111 (21.72%) Finance
3 77 (15.07%) Analytical Skills
4 49 (9.59%) Marketing
5 28 (5.48%) Advertising
6 25 (4.89%) Presentation Skills
7 22 (4.31%) Organisational Skills
7 22 (4.31%) Retail
8 17 (3.33%) Banking
9 13 (2.54%) Games
10 12 (2.35%) Front Office
11 10 (1.96%) Czech Language
11 10 (1.96%) Music Industry
12 7 (1.37%) Public Sector
13 6 (1.17%) Influencing Skills
14 5 (0.98%) Publishing
15 4 (0.78%) Investment Banking
15 4 (0.78%) Law
15 4 (0.78%) Manufacturing
16 3 (0.59%) Financial Institution
Job Titles
1 162 (31.70%) Data Engineer
2 77 (15.07%) Developer
3 62 (12.13%) Analyst
4 60 (11.74%) Architect
5 49 (9.59%) Data Architect
6 44 (8.61%) Data Analyst
7 35 (6.85%) Software Engineer
8 23 (4.50%) Senior Data Engineer
9 22 (4.31%) AWS Engineer
10 21 (4.11%) Business Intelligence Developer
11 19 (3.72%) Big Data Engineer
12 17 (3.33%) Data Manager
13 16 (3.13%) Python Engineer
14 14 (2.74%) Data Warehouse Developer
14 14 (2.74%) Tableau Developer
15 12 (2.35%) Lead Software Engineer
16 10 (1.96%) Integration Engineer
16 10 (1.96%) Java Developer
16 10 (1.96%) Senior Developer
16 10 (1.96%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 70 (13.70%) Kafka
2 36 (7.05%) PySpark
3 33 (6.46%) Django
4 19 (3.72%) Apache Beam
5 17 (3.33%) REST
6 14 (2.74%) XML
7 13 (2.54%) Spring
8 12 (2.35%) SOAP
9 10 (1.96%) .NET
10 9 (1.76%) MDX
10 9 (1.76%) RabbitMQ
10 9 (1.76%) Swagger
10 9 (1.76%) WebSockets
11 8 (1.57%) Spark Streaming
12 7 (1.37%) JSON
12 7 (1.37%) Node.js
13 6 (1.17%) Web Services
14 5 (0.98%) Pandas
14 5 (0.98%) TensorFlow
15 4 (0.78%) pytest
Miscellaneous
1 25 (4.89%) Data Structures
2 20 (3.91%) Algorithms
3 18 (3.52%) Public Cloud
4 16 (3.13%) Derivative
4 16 (3.13%) Management Information System
5 10 (1.96%) Cloud Native
5 10 (1.96%) Hedge funds
5 10 (1.96%) User Experience
5 10 (1.96%) Video Conferencing
6 6 (1.17%) Data Protection Act
6 6 (1.17%) Greenfield Project
6 6 (1.17%) Marketing Technology
6 6 (1.17%) Reference Data
7 5 (0.98%) Clustering
8 4 (0.78%) Legacy Systems
8 4 (0.78%) Self-Motivation
9 3 (0.59%) Equities
9 3 (0.59%) Fixed Income
9 3 (0.59%) Housing Association
10 2 (0.39%) Replication
Operating Systems
1 20 (3.91%) Linux
2 18 (3.52%) Unix
3 3 (0.59%) Windows
Processes & Methodologies
1 315 (61.64%) Analytics
2 213 (41.68%) Business Intelligence
3 203 (39.73%) ETL
4 180 (35.23%) Data Modelling
5 178 (34.83%) Agile Software Development
6 171 (33.46%) Data Engineering
7 158 (30.92%) Data Science
8 154 (30.14%) Data Pipeline
9 116 (22.70%) Visualisation
10 106 (20.74%) Data Architecture
11 95 (18.59%) Software Engineering
12 87 (17.03%) Mentoring
13 86 (16.83%) Data Management
14 82 (16.05%) DevOps
15 76 (14.87%) Problem-Solving
16 74 (14.48%) Data Analytics
17 71 (13.89%) Data Visualisation
18 65 (12.72%) Dashboard Development
19 60 (11.74%) Migration
20 55 (10.76%) Data Integration
Programming Languages
1 344 (67.32%) SQL
2 318 (62.23%) Python
3 79 (15.46%) Java
4 65 (12.72%) Scala
5 44 (8.61%) C#
6 40 (7.83%) R
7 32 (6.26%) T-SQL
8 15 (2.94%) JavaScript
9 12 (2.35%) Data Analysis Expressions (DAX)
10 11 (2.15%) PowerShell
11 10 (1.96%) PL/SQL
11 10 (1.96%) Ruby
12 9 (1.76%) Bash Shell
12 9 (1.76%) C
12 9 (1.76%) LookML
13 4 (0.78%) PHP
14 3 (0.59%) Go
15 2 (0.39%) ANSI SQL
15 2 (0.39%) C++
15 2 (0.39%) Kotlin
Qualifications
1 64 (12.52%) Degree
2 15 (2.94%) Numerate Degree
3 6 (1.17%) Computer Science Degree
4 5 (0.98%) Master's Degree
5 4 (0.78%) Tableau Certification
6 3 (0.59%) AWS Certification
6 3 (0.59%) MCSA
6 3 (0.59%) Microsoft Certification
7 1 (0.20%) (ISC)2 CCSP
7 1 (0.20%) CCSP
7 1 (0.20%) Cisco Certification
7 1 (0.20%) CISSP
7 1 (0.20%) GIAC
7 1 (0.20%) PMI Certification
7 1 (0.20%) PMP
7 1 (0.20%) SC Cleared
7 1 (0.20%) Security Cleared
7 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 72 (14.09%) Data Quality
2 27 (5.28%) GDPR
3 16 (3.13%) QA
4 2 (0.39%) Accessibility
4 2 (0.39%) PCI DSS
5 1 (0.20%) Actionable Recommendations
System Software
1 80 (15.66%) Docker
2 2 (0.39%) VirtualBox
Systems Management
1 56 (10.96%) Terraform
2 46 (9.00%) Kubernetes
3 11 (2.15%) Ansible
4 3 (0.59%) Consul
4 3 (0.59%) Grafana
5 2 (0.39%) Docker Swarm
5 2 (0.39%) Rundeck
6 1 (0.20%) Istio
6 1 (0.20%) Mesos
6 1 (0.20%) Prometheus
6 1 (0.20%) Tivoli
Vendors
1 90 (17.61%) Google
2 51 (9.98%) Microsoft
3 46 (9.00%) Databricks
4 35 (6.85%) Informatica
5 26 (5.09%) Talend
6 19 (3.72%) Oracle
7 13 (2.54%) Greenplum
7 13 (2.54%) IBM
7 13 (2.54%) SAP
8 12 (2.35%) Alteryx
9 11 (2.15%) Atlassian
9 11 (2.15%) Cognos
9 11 (2.15%) MuleSoft
10 10 (1.96%) Cloudera
11 8 (1.57%) Hortonworks
12 7 (1.37%) Apple
12 7 (1.37%) Spotify
13 6 (1.17%) LexisNexis
13 6 (1.17%) Salesforce.com
13 6 (1.17%) Teradata