Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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

Snowflake
England > London
6 months to
24 May 2022		 Same period 2021 Same period 2020
Rank 304 311 405
Rank change year-on-year +7 +94 +310
Permanent jobs citing Snowflake 923 341 242
As % of all permanent jobs advertised in London 1.30% 0.99% 0.62%
As % of the Cloud Services category 2.54% 2.10% 1.58%
Number of salaries quoted 380 304 224
10th Percentile £51,250 £46,250 £46,625
25th Percentile £57,500 £52,500 £56,250
Median annual salary (50th Percentile) £77,250 £72,500 £70,000
Median % change year-on-year +6.55% +3.57% -12.50%
75th Percentile £97,500 £86,563 £87,500
90th Percentile £110,250 £95,000 £113,375
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 36,302 16,202 15,352
As % of all permanent IT jobs advertised in London 51.29% 47.11% 39.63%
Number of salaries quoted 16,696 12,294 12,729
10th Percentile £41,501 £42,500 £37,500
25th Percentile £53,750 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £69,000
Median % change year-on-year +3.57% +1.45% +6.15%
75th Percentile £93,750 £87,500 £87,500
90th Percentile £112,500 £105,000 £105,000
England median annual salary £60,995 £59,000 £57,500
% change year-on-year +3.38% +2.61% +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 24 May 2022.

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 24 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
Central London +83 149 £70,000 - 7
South London -51 2 £73,750 -1.67%
Snowflake
England

For the 6 months to 24 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 across the London region with a requirement for Snowflake.

1 585 (63.38%) Python
2 525 (56.88%) SQL
3 520 (56.34%) AWS
4 485 (52.55%) Analytics
5 444 (48.10%) Data Warehouse
6 339 (36.73%) Data Engineering
7 332 (35.97%) Azure
8 323 (34.99%) Business Intelligence
9 322 (34.89%) GCP
10 321 (34.78%) ETL
11 311 (33.69%) Data Science
12 292 (31.64%) Data Pipeline
13 291 (31.53%) Agile
14 282 (30.55%) CI/CD
15 273 (29.58%) Data Modelling
16 258 (27.95%) Tableau
17 251 (27.19%) Finance
18 236 (25.57%) Kafka
19 233 (25.24%) Apache Spark
20 222 (24.05%) Amazon Redshift
21 220 (23.84%) Social Skills
22 219 (23.73%) Terraform
23 216 (23.40%) BigQuery
24 213 (23.08%) Apache Airflow
25 210 (22.75%) Analytical Skills
26 206 (22.32%) Big Data
27 187 (20.26%) NoSQL
28 186 (20.15%) Machine Learning
29 185 (20.04%) Visualisation
30 184 (19.93%) dbt

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
1 233 (25.24%) Apache Spark
2 213 (23.08%) Apache Airflow
3 96 (10.40%) Apache
4 61 (6.61%) Elasticsearch
5 23 (2.49%) Apache Pulsar
6 18 (1.95%) Luigi
7 11 (1.19%) Jupyter
8 10 (1.08%) Apache Pig
8 10 (1.08%) SAS
9 9 (0.98%) Oracle Workflow
10 5 (0.54%) Confluence
Applications
1 22 (2.38%) Microsoft PowerPoint
2 20 (2.17%) Microsoft Excel
3 12 (1.30%) SPSS
4 3 (0.33%) Spreadsheet
Business Applications
1 1 (0.11%) ION MarketView
1 1 (0.11%) SAP BPC
1 1 (0.11%) Sentinel
Cloud Services
1 520 (56.34%) AWS
2 332 (35.97%) Azure
3 322 (34.89%) GCP
4 184 (19.93%) dbt
5 163 (17.66%) Amazon Kinesis
6 155 (16.79%) Power Platform
7 116 (12.57%) Amazon S3
8 81 (8.78%) Serverless
9 71 (7.69%) Fivetran
10 52 (5.63%) Matillion
11 50 (5.42%) AWS Lambda
12 45 (4.88%) Azure Data Factory
13 41 (4.44%) Amazon EMR
14 39 (4.23%) SaaS
15 37 (4.01%) Azure Synapse Analytics
16 36 (3.90%) Amazon SageMaker
16 36 (3.90%) Cloud Computing
17 32 (3.47%) Virtual Private Cloud
18 27 (2.93%) AWS CloudFormation
18 27 (2.93%) GitHub
Communications & Networking
1 36 (3.90%) Network Security
2 31 (3.36%) Firewall
3 9 (0.98%) HTTP
4 5 (0.54%) Skype
Database & Business Intelligence
1 444 (48.10%) Data Warehouse
2 258 (27.95%) Tableau
3 222 (24.05%) Amazon Redshift
4 216 (23.40%) BigQuery
5 206 (22.32%) Big Data
6 187 (20.26%) NoSQL
7 163 (17.66%) Looker
8 155 (16.79%) Power BI
9 137 (14.84%) Data Lake
10 129 (13.98%) Hadoop
11 106 (11.48%) Relational Database
12 85 (9.21%) PostgreSQL
13 78 (8.45%) SQL Server
14 72 (7.80%) Apache Hive
15 69 (7.48%) MongoDB
16 54 (5.85%) Amazon Athena
16 54 (5.85%) SQL Server Integration Services
17 46 (4.98%) Metadata
18 45 (4.88%) Sqoop
19 43 (4.66%) Snowflake Schema
Development Applications
1 136 (14.73%) Git (software)
2 111 (12.03%) Jenkins
3 45 (4.88%) Maven
4 43 (4.66%) CircleCI
5 28 (3.03%) JIRA
6 24 (2.60%) Bitbucket
7 18 (1.95%) ERwin
8 16 (1.73%) Atlassian Bamboo
9 15 (1.63%) JUnit
9 15 (1.63%) SonarQube
10 14 (1.52%) ER Studio
10 14 (1.52%) GitLab
10 14 (1.52%) PowerDesigner
11 4 (0.43%) Deequ
11 4 (0.43%) Liquibase
11 4 (0.43%) Sonatype Nexus
12 2 (0.22%) MLflow
12 2 (0.22%) Spinnaker
13 1 (0.11%) Oracle APEX
General
1 251 (27.19%) Finance
2 220 (23.84%) Social Skills
3 210 (22.75%) Analytical Skills
4 181 (19.61%) Marketing
5 144 (15.60%) Retail
6 97 (10.51%) Banking
7 87 (9.43%) Advertising
8 83 (8.99%) Inclusion and Diversity
9 58 (6.28%) Games
10 49 (5.31%) Presentation Skills
11 15 (1.63%) Financial Institution
12 13 (1.41%) Organisational Skills
13 9 (0.98%) Public Sector
14 8 (0.87%) Legal
15 7 (0.76%) Influencing Skills
16 6 (0.65%) Law
16 6 (0.65%) Retail Banking
17 5 (0.54%) Automotive
17 5 (0.54%) Telecoms
18 4 (0.43%) Pharmaceutical
Job Titles
1 366 (39.65%) Data Engineer
2 133 (14.41%) Senior Data Engineer
3 119 (12.89%) Architect
4 113 (12.24%) Analyst
5 105 (11.38%) Data Architect
6 45 (4.88%) Developer
7 43 (4.66%) Data Manager
8 42 (4.55%) Data Analyst
9 41 (4.44%) Software Engineer
10 38 (4.12%) Product Analyst
11 32 (3.47%) Senior Architect
11 32 (3.47%) Senior Data Architect
12 31 (3.36%) Consultant
12 31 (3.36%) Senior Manager
13 29 (3.14%) Engineering Manager
13 29 (3.14%) Senior Analyst
14 27 (2.93%) Data Scientist
15 26 (2.82%) AWS Engineer
16 24 (2.60%) Engagement Manager
17 22 (2.38%) Solutions Architect
Libraries, Frameworks & Software Standards
1 236 (25.57%) Kafka
2 88 (9.53%) PySpark
3 43 (4.66%) Spark Streaming
4 40 (4.33%) OAuth
5 32 (3.47%) Pandas
6 31 (3.36%) NumPy
7 29 (3.14%) OLE
8 28 (3.03%) Apache Beam
9 24 (2.60%) TensorFlow
10 23 (2.49%) Apache NiFi
10 23 (2.49%) Node.js
11 19 (2.06%) REST
12 17 (1.84%) .NET
12 17 (1.84%) React
13 16 (1.73%) Oracle GoldenGate
14 15 (1.63%) GraphQL
14 15 (1.63%) RabbitMQ
15 13 (1.41%) Django
16 12 (1.30%) XML
17 11 (1.19%) SOAP
Miscellaneous
1 102 (11.05%) Algorithms
2 76 (8.23%) Cloud Native
3 67 (7.26%) Data Structures
4 55 (5.96%) Greenfield Project
5 44 (4.77%) Blog
6 39 (4.23%) Marketing Technology
7 32 (3.47%) User Experience
8 27 (2.93%) Public Cloud
9 24 (2.60%) Educational Technology
10 22 (2.38%) Management Information System
11 20 (2.17%) Digital Media
12 19 (2.06%) IoT
13 17 (1.84%) Self-Motivation
14 14 (1.52%) FMCG
15 13 (1.41%) Replication
16 9 (0.98%) Hybrid Cloud
17 7 (0.76%) Grid Computing
18 6 (0.65%) Derivative
19 5 (0.54%) Data Centre
19 5 (0.54%) Over-the-Top Content
Operating Systems
1 31 (3.36%) Linux
2 20 (2.17%) Unix
3 2 (0.22%) Windows
3 2 (0.22%) Windows Server
Processes & Methodologies
1 485 (52.55%) Analytics
2 339 (36.73%) Data Engineering
3 323 (34.99%) Business Intelligence
4 321 (34.78%) ETL
5 311 (33.69%) Data Science
6 292 (31.64%) Data Pipeline
7 291 (31.53%) Agile
8 282 (30.55%) CI/CD
9 273 (29.58%) Data Modelling
10 186 (20.15%) Machine Learning
11 185 (20.04%) Visualisation
12 176 (19.07%) DevOps
13 159 (17.23%) Data Management
14 151 (16.36%) Data Architecture
15 133 (14.41%) Data Strategy
16 131 (14.19%) Data Analytics
17 129 (13.98%) Problem-Solving
18 127 (13.76%) Mentoring
19 116 (12.57%) Artificial Intelligence
19 116 (12.57%) Data Governance
Programming Languages
1 585 (63.38%) Python
2 525 (56.88%) SQL
3 177 (19.18%) Java
4 146 (15.82%) Scala
5 137 (14.84%) R
6 59 (6.39%) Bash
7 57 (6.18%) C#
8 36 (3.90%) JavaScript
9 30 (3.25%) Groovy
10 26 (2.82%) Ruby
11 25 (2.71%) TypeScript
12 24 (2.60%) T-SQL
13 20 (2.17%) C
14 19 (2.06%) PowerShell
15 12 (1.30%) Shell Script
16 10 (1.08%) C++
16 10 (1.08%) PL/SQL
17 3 (0.33%) U-SQL
17 3 (0.33%) VBA
18 2 (0.22%) PHP
Qualifications
1 87 (9.43%) Degree
2 8 (0.87%) Master's Degree
3 7 (0.76%) Computer Science Degree
3 7 (0.76%) DBS Check
4 4 (0.43%) Security Cleared
5 3 (0.33%) PhD
5 3 (0.33%) SC Cleared
6 2 (0.22%) DV Cleared
7 1 (0.11%) (ISC)2 CCSP
7 1 (0.11%) CCSP
7 1 (0.11%) Cisco Certification
7 1 (0.11%) CISSP
7 1 (0.11%) GIAC
7 1 (0.11%) Tableau Certification
Quality Assurance & Compliance
1 121 (13.11%) Data Quality
2 79 (8.56%) QA
3 40 (4.33%) GDPR
4 15 (1.63%) PCI DSS
5 4 (0.43%) SLA
6 3 (0.33%) Sarbanes-Oxley
7 1 (0.11%) PMO
System Software
1 134 (14.52%) Docker
2 45 (4.88%) Apache Flume
3 30 (3.25%) Virtual Machines
4 5 (0.54%) HDFS
5 3 (0.33%) zsh
Systems Management
1 219 (23.73%) Terraform
2 131 (14.19%) Kubernetes
3 52 (5.63%) Ansible
4 43 (4.66%) Oozie
5 34 (3.68%) Opscode Chef
6 31 (3.36%) Puppet
7 15 (1.63%) Grafana
8 7 (0.76%) Istio
9 4 (0.43%) Consul
10 2 (0.22%) Kubeflow
11 1 (0.11%) Control-M
11 1 (0.11%) Rundeck
Vendors
1 170 (18.42%) Databricks
2 115 (12.46%) Google
3 68 (7.37%) Microsoft
4 65 (7.04%) Oracle
5 64 (6.93%) Cloudera
6 63 (6.83%) Informatica
7 51 (5.53%) Alteryx
8 49 (5.31%) Talend
9 38 (4.12%) Amplitude
10 21 (2.28%) Samsung
11 18 (1.95%) SAP
11 18 (1.95%) Snowplow
12 16 (1.73%) SnapLogic
13 15 (1.63%) Teradata
14 14 (1.52%) CA Agile Central
14 14 (1.52%) SoundCloud
14 14 (1.52%) Splunk
15 9 (0.98%) Hitachi
16 7 (0.76%) Salesforce.com
17 6 (0.65%) PagerDuty