Period
to 1 August 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 1 August 2021 with a comparison to the same period in the previous 2 years.

Snowflake
England > London
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 305 355 705
Rank change year-on-year +50 +350 +138
Permanent jobs citing Snowflake 457 193 54
As % of all permanent jobs advertised in London 1.01% 0.68% 0.095%
As % of the Cloud Services category 2.12% 1.67% 0.27%
Number of salaries quoted 347 164 52
10th Percentile £46,250 £44,250 "
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £75,000 £65,000 £75,000
Median % change year-on-year +15.38% -13.33% +76.47%
75th Percentile £86,250 £83,750 £86,563
90th Percentile £95,000 £99,625 £113,500
England median annual salary £70,000 £62,500 £53,500
% change year-on-year +12.00% +16.82% +25.88%

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 21,584 11,535 19,651
As % of all permanent IT jobs advertised in London 47.82% 40.94% 34.55%
Number of salaries quoted 14,288 9,601 16,474
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £51,500 £47,500
Median annual salary (50th Percentile) £71,000 £70,000 £65,000
Median % change year-on-year +1.43% +7.69% +4.00%
75th Percentile £90,000 £87,500 £83,750
90th Percentile £105,000 £105,000 £97,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +3.77%

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 1 August 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 1 August 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 -20 45 £72,500 +5.45% 9
West London -25 8 £62,500 -3.85% 5
North London - 1 - - 1
Snowflake
England

For the 6 months to 1 August 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.

1 327 (71.55%) SQL
2 303 (66.30%) AWS
3 300 (65.65%) Python
4 299 (65.43%) Analytics
5 251 (54.92%) ETL
6 221 (48.36%) Azure
7 219 (47.92%) Data Warehouse
8 216 (47.26%) Business Intelligence
9 184 (40.26%) GCP
10 180 (39.39%) Agile Software Development
10 180 (39.39%) Data Pipeline
11 175 (38.29%) Data Engineering
12 173 (37.86%) Big Data
13 156 (34.14%) Apache Spark
14 151 (33.04%) Data Science
15 149 (32.60%) Amazon Redshift
16 141 (30.85%) Data Modelling
17 135 (29.54%) Google
18 132 (28.88%) Tableau
19 122 (26.70%) Power BI
19 122 (26.70%) Power Platform
20 106 (23.19%) Data Architecture
21 105 (22.98%) NoSQL
22 98 (21.44%) Artificial Intelligence
23 97 (21.23%) Social Skills
24 96 (21.01%) Hadoop
25 95 (20.79%) Software Engineering
25 95 (20.79%) Docker
26 88 (19.26%) Kubernetes
26 88 (19.26%) Finance

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
1 156 (34.14%) Apache Spark
2 69 (15.10%) Apache Airflow
3 25 (5.47%) Apache
4 23 (5.03%) Elasticsearch
5 22 (4.81%) Luigi
6 19 (4.16%) Oracle Application Server
7 7 (1.53%) Confluence
8 6 (1.31%) Apache Pig
9 4 (0.88%) Oracle Workflow
9 4 (0.88%) SAS
10 1 (0.22%) JBoss
10 1 (0.22%) Jupyter
Applications
1 17 (3.72%) Microsoft Excel
2 10 (2.19%) SPSS
3 7 (1.53%) Microsoft Office
4 2 (0.44%) Microsoft PowerPoint
4 2 (0.44%) MS Visio
Business Applications
1 7 (1.53%) Magento
2 4 (0.88%) Sentinel
Cloud Services
1 303 (66.30%) AWS
2 221 (48.36%) Azure
3 184 (40.26%) GCP
4 122 (26.70%) Power Platform
5 71 (15.54%) Serverless
6 61 (13.35%) Amazon EMR
7 50 (10.94%) dbt
8 47 (10.28%) IBM Cloud
9 43 (9.41%) Google Analytics
10 39 (8.53%) Amazon S3
10 39 (8.53%) AWS Lambda
11 32 (7.00%) Fivetran
12 31 (6.78%) Cloud Functions
13 27 (5.91%) GitHub
13 27 (5.91%) Google App Engine
13 27 (5.91%) Google Compute Engine
13 27 (5.91%) Google Container Engine
14 21 (4.60%) Azure Data Factory
14 21 (4.60%) Matillion
15 20 (4.38%) Amazon Kinesis
Communications & Networking
1 2 (0.44%) Internet
2 1 (0.22%) FTP
2 1 (0.22%) Network Security
Database & Business Intelligence
1 219 (47.92%) Data Warehouse
2 173 (37.86%) Big Data
3 149 (32.60%) Amazon Redshift
4 132 (28.88%) Tableau
5 122 (26.70%) Power BI
6 105 (22.98%) NoSQL
7 96 (21.01%) Hadoop
8 87 (19.04%) Relational Database
9 75 (16.41%) BigQuery
10 72 (15.75%) Looker
11 56 (12.25%) Amazon Athena
12 55 (12.04%) Data Lake
13 54 (11.82%) PostgreSQL
14 50 (10.94%) Neo4j
15 47 (10.28%) Electronic Patient Records
16 41 (8.97%) SQL Server
17 40 (8.75%) MongoDB
18 30 (6.56%) Amazon RDS
18 30 (6.56%) Oracle Database
19 28 (6.13%) Oracle Database 12c
Development Applications
1 53 (11.60%) Jenkins
2 47 (10.28%) Atlassian Bamboo
2 47 (10.28%) Vagrant
3 41 (8.97%) Git (software)
4 28 (6.13%) JIRA
5 24 (5.25%) Oracle APEX
6 13 (2.84%) CircleCI
7 9 (1.97%) ER Studio
8 8 (1.75%) ERwin
8 8 (1.75%) PowerDesigner
9 4 (0.88%) Subversion
9 4 (0.88%) Toad
9 4 (0.88%) TortoiseSVN
10 3 (0.66%) MLflow
10 3 (0.66%) Spinnaker
10 3 (0.66%) SQL Server Management Studio (SSMS)
11 2 (0.44%) GitLab
12 1 (0.22%) Bitbucket
12 1 (0.22%) Travis CI
12 1 (0.22%) Visual Studio
General
1 97 (21.23%) Social Skills
2 88 (19.26%) Finance
3 52 (11.38%) Analytical Skills
4 32 (7.00%) Advertising
5 20 (4.38%) Front Office
6 17 (3.72%) Banking
6 17 (3.72%) Retail
7 15 (3.28%) Czech Language
8 12 (2.63%) Marketing
8 12 (2.63%) Organisational Skills
9 9 (1.97%) Publishing
10 7 (1.53%) Presentation Skills
11 4 (0.88%) Games
12 3 (0.66%) Investment Banking
13 2 (0.44%) Financial Institution
14 1 (0.22%) Automotive
14 1 (0.22%) Back Office
14 1 (0.22%) Influencing Skills
14 1 (0.22%) Manufacturing
Job Titles
1 162 (35.45%) Data Engineer
2 74 (16.19%) Architect
3 66 (14.44%) Data Architect
4 60 (13.13%) Developer
5 48 (10.50%) Analyst
6 35 (7.66%) Python Engineer
7 32 (7.00%) Data Analyst
8 31 (6.78%) AWS Engineer
9 30 (6.56%) Platform Engineer
10 23 (5.03%) Senior Data Engineer
11 21 (4.60%) Big Data Engineer
12 20 (4.38%) Business Intelligence Lead
13 18 (3.94%) Platform Architect
13 18 (3.94%) Senior Developer
14 16 (3.50%) Data Manager
14 16 (3.50%) Java Developer
15 14 (3.06%) Azure Engineer
16 13 (2.84%) Consultant
16 13 (2.84%) Senior Java Developer
17 11 (2.41%) Software Engineer
Libraries, Frameworks & Software Standards
1 79 (17.29%) Kafka
2 57 (12.47%) Spark Streaming
3 39 (8.53%) PySpark
4 29 (6.35%) Oracle GoldenGate
5 23 (5.03%) Apache Beam
5 23 (5.03%) Django
5 23 (5.03%) REST
6 20 (4.38%) Spring
7 15 (3.28%) OLE
8 14 (3.06%) CSS
8 14 (3.06%) HTML
9 12 (2.63%) JSON
9 12 (2.63%) Node.js
10 10 (2.19%) Bulma
10 10 (2.19%) D3.js
10 10 (2.19%) Vue.js
11 9 (1.97%) .NET
12 8 (1.75%) React
12 8 (1.75%) Web Services
13 6 (1.31%) Elastic Stack
Miscellaneous
1 45 (9.85%) Data Structures
2 23 (5.03%) Algorithms
3 21 (4.60%) Derivative
4 13 (2.84%) Management Information System
4 13 (2.84%) Public Cloud
5 10 (2.19%) Video Conferencing
6 9 (1.97%) Cloud Native
7 4 (0.88%) Clustering
7 4 (0.88%) Greenfield Project
7 4 (0.88%) Housing Association
8 3 (0.66%) Data Protection Act
8 3 (0.66%) Legacy Systems
8 3 (0.66%) Life Science
9 2 (0.44%) Analytical Mindset
9 2 (0.44%) Marketing Technology
9 2 (0.44%) Self-Motivation
9 2 (0.44%) User Experience
10 1 (0.22%) Enterprise Software
10 1 (0.22%) Hedge funds
10 1 (0.22%) Mobile App
Operating Systems
1 23 (5.03%) Linux
2 20 (4.38%) Unix
Processes & Methodologies
1 299 (65.43%) Analytics
2 251 (54.92%) ETL
3 216 (47.26%) Business Intelligence
4 180 (39.39%) Agile Software Development
4 180 (39.39%) Data Pipeline
5 175 (38.29%) Data Engineering
6 151 (33.04%) Data Science
7 141 (30.85%) Data Modelling
8 106 (23.19%) Data Architecture
9 98 (21.44%) Artificial Intelligence
10 95 (20.79%) Software Engineering
11 86 (18.82%) Visualisation
12 73 (15.97%) Continuous Integration
13 66 (14.44%) Project Management
14 60 (13.13%) Data Management
14 60 (13.13%) Translating Business Requirements
14 60 (13.13%) Unit Testing
15 57 (12.47%) Migration
16 54 (11.82%) Data Analysis
16 54 (11.82%) Data Munging
Programming Languages
1 327 (71.55%) SQL
2 300 (65.65%) Python
3 75 (16.41%) Java
4 38 (8.32%) R
5 36 (7.88%) PL/SQL
6 30 (6.56%) Scala
7 21 (4.60%) C#
7 21 (4.60%) JavaScript
8 17 (3.72%) LookML
9 16 (3.50%) T-SQL
10 13 (2.84%) C
11 11 (2.41%) Bash Shell
12 10 (2.19%) C++
13 9 (1.97%) Go
14 8 (1.75%) PowerShell
15 5 (1.09%) Kotlin
16 2 (0.44%) Data Analysis Expressions (DAX)
16 2 (0.44%) TypeScript
16 2 (0.44%) VBA
17 1 (0.22%) PHP
Qualifications
1 48 (10.50%) Degree
2 11 (2.41%) Computer Science Degree
3 6 (1.31%) Master's Degree
4 2 (0.44%) AWS Certification
4 2 (0.44%) SC Cleared
4 2 (0.44%) Security Cleared
5 1 (0.22%) DV Cleared
5 1 (0.22%) PhD
5 1 (0.22%) PMP
5 1 (0.22%) TOGAF Certification
Quality Assurance & Compliance
1 42 (9.19%) Data Quality
2 26 (5.69%) GDPR
3 7 (1.53%) QA
4 2 (0.44%) Accessibility
5 1 (0.22%) SLA
System Software
1 95 (20.79%) Docker
2 47 (10.28%) VirtualBox
3 2 (0.44%) Apache Flume
4 1 (0.22%) HDFS
Systems Management
1 88 (19.26%) Kubernetes
2 65 (14.22%) Terraform
3 50 (10.94%) Ansible
4 47 (10.28%) Docker Swarm
5 1 (0.22%) Hadoop YARN
5 1 (0.22%) Mesos
5 1 (0.22%) Prometheus
5 1 (0.22%) Tivoli
Vendors
1 135 (29.54%) Google
2 70 (15.32%) Informatica
3 66 (14.44%) Talend
4 53 (11.60%) Databricks
5 52 (11.38%) Cloudera
5 52 (11.38%) Oracle
6 49 (10.72%) Hortonworks
7 48 (10.50%) IBM
8 35 (7.66%) Microsoft
9 20 (4.38%) Greenplum
10 18 (3.94%) Alteryx
11 11 (2.41%) Salesforce.com
12 8 (1.75%) Cognos
13 5 (1.09%) Dataiku
13 5 (1.09%) SnapLogic
14 4 (0.88%) Teradata
15 3 (0.66%) SAP
16 2 (0.44%) GoldenSource
16 2 (0.44%) MicroStrategy
16 2 (0.44%) Splunk