Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 15 August 2022 with a comparison to the same period in the previous 2 years.

Snowflake
UK > Work from Home
6 months to
15 Aug 2022		 Same period 2021 Same period 2020
Rank 388 455 281
Rank change year-on-year +67 -174 +75
Permanent jobs citing Snowflake 648 193 17
As % of all permanent jobs with a WFH option 0.86% 0.47% 0.19%
As % of the Cloud Services category 1.76% 0.97% 0.44%
Number of salaries quoted 303 179 16
10th Percentile £45,500 £33,750 £52,500
25th Percentile £57,500 £46,250 £65,000
Median annual salary (50th Percentile) £75,000 £60,000 £80,000
Median % change year-on-year +25.00% -25.00% -8.57%
75th Percentile £90,000 £83,750 -
90th Percentile £109,750 £92,750 £88,750
UK median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% +14.16%

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 WFH option and a requirement for cloud computing skills.

All Cloud Skills
Work from Home
Permanent vacancies with a requirement for cloud computing skills 36,852 19,884 3,883
As % of all permanent jobs with a WFH option 48.78% 48.38% 43.80%
Number of salaries quoted 20,725 15,305 3,405
10th Percentile £36,750 £35,500 £35,000
25th Percentile £46,250 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £55,000
Median % change year-on-year +4.17% +9.09% -8.33%
75th Percentile £83,750 £77,500 £75,000
90th Percentile £97,500 £92,500 £87,500
UK median annual salary £62,000 £60,000 £57,500
% change year-on-year +3.33% +4.35% +4.55%

Snowflake
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Snowflake as a proportion of all IT jobs advertised.

Snowflake trend for jobs with a WFH option

Snowflake
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Snowflake.

Snowflake salary trend for jobs with a WFH option

Snowflake
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Snowflake over the 6 months to 15 August 2022.

Snowflake salary histogram for jobs with a WFH option

For the 6 months to 15 August 2022, Snowflake job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Snowflake.

1 467 (72.07%) SQL
2 455 (70.22%) Data Warehouse
3 415 (64.04%) Python
4 351 (54.17%) Data Pipeline
5 348 (53.70%) ETL
6 347 (53.55%) Analytics
7 318 (49.07%) Azure
8 315 (48.61%) AWS
9 261 (40.28%) Data Engineering
9 261 (40.28%) Data Science
10 244 (37.65%) Data Modelling
11 229 (35.34%) Data Lake
12 204 (31.48%) CI/CD
13 186 (28.70%) Agile
14 179 (27.62%) Business Intelligence
15 174 (26.85%) SQL Server
16 173 (26.70%) GCP
17 171 (26.39%) Tableau
18 167 (25.77%) Finance
19 165 (25.46%) Machine Learning
20 163 (25.15%) Amazon Redshift
21 151 (23.30%) Data Transformation
22 147 (22.69%) Matillion
23 143 (22.07%) Data Quality
24 139 (21.45%) Analytical Skills
25 136 (20.99%) Data Structures
26 134 (20.68%) Problem-Solving
27 128 (19.75%) Data Integration
28 125 (19.29%) Terraform
29 124 (19.14%) Databricks

Snowflake
Co-occurring IT Skills with a WFH Option 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
1 123 (18.98%) Apache Airflow
2 109 (16.82%) Apache Spark
3 46 (7.10%) Apache
4 19 (2.93%) Oracle Workflow
5 18 (2.78%) Luigi
6 7 (1.08%) Apache Pig
7 3 (0.46%) Confluence
8 1 (0.15%) IIS
8 1 (0.15%) SAS
Applications
1 20 (3.09%) Microsoft Excel
2 2 (0.31%) Microsoft Office
3 1 (0.15%) Gephi
Business Applications
1 1 (0.15%) Aladdin
1 1 (0.15%) SAP BPC
Cloud Services
1 318 (49.07%) Azure
2 315 (48.61%) AWS
3 173 (26.70%) GCP
4 147 (22.69%) Matillion
5 121 (18.67%) Power Platform
6 93 (14.35%) Azure Cosmos DB
7 79 (12.19%) dbt
8 68 (10.49%) Amazon Kinesis
9 66 (10.19%) Amazon S3
10 50 (7.72%) SaaS
11 42 (6.48%) Azure Synapse Analytics
12 32 (4.94%) Azure Data Factory
13 31 (4.78%) GitHub
14 27 (4.17%) Fivetran
15 26 (4.01%) Azure DevOps
16 25 (3.86%) PaaS
17 24 (3.70%) AWS CloudFormation
17 24 (3.70%) Datadog
18 22 (3.40%) Amazon EC2
19 21 (3.24%) Amazon EMR
Communications & Networking
1 6 (0.93%) HTTP
2 5 (0.77%) Network Security
3 4 (0.62%) Skype
4 3 (0.46%) Kerberos
5 2 (0.31%) Internet
6 1 (0.15%) Firewall
6 1 (0.15%) HTTPS
6 1 (0.15%) NAS
6 1 (0.15%) Reverse Proxy
6 1 (0.15%) SAN
6 1 (0.15%) SSL
6 1 (0.15%) TCP/IP
Database & Business Intelligence
1 455 (70.22%) Data Warehouse
2 229 (35.34%) Data Lake
3 174 (26.85%) SQL Server
4 171 (26.39%) Tableau
5 163 (25.15%) Amazon Redshift
6 121 (18.67%) Power BI
7 116 (17.90%) NoSQL
8 105 (16.20%) Big Data
9 101 (15.59%) Elasticsearch
10 93 (14.35%) Star Schema
11 90 (13.89%) BigQuery
11 90 (13.89%) Looker
12 84 (12.96%) Relational Database
13 79 (12.19%) Hadoop
14 61 (9.41%) MySQL
15 60 (9.26%) Apache Hive
16 54 (8.33%) PostgreSQL
17 45 (6.94%) Amazon Athena
17 45 (6.94%) Sqoop
18 43 (6.64%) SQL Server Integration Services
Development Applications
1 112 (17.28%) GitLab
2 70 (10.80%) Git (software)
3 57 (8.80%) Jenkins
4 42 (6.48%) CircleCI
5 26 (4.01%) JIRA
6 16 (2.47%) Bitbucket
7 8 (1.23%) Postman
8 6 (0.93%) ER Studio
8 6 (0.93%) ERwin
8 6 (0.93%) PowerDesigner
9 4 (0.62%) Cypress.io
9 4 (0.62%) RSpec
10 2 (0.31%) Maven
10 2 (0.31%) Visual Website Optimizer
11 1 (0.15%) Artifactory
11 1 (0.15%) MLflow
11 1 (0.15%) Oracle APEX
11 1 (0.15%) SQL Server Management Studio (SSMS)
11 1 (0.15%) Team Foundation Server
11 1 (0.15%) TeamCity
General
1 167 (25.77%) Finance
2 139 (21.45%) Analytical Skills
3 81 (12.50%) Social Skills
4 74 (11.42%) Retail
5 62 (9.57%) Banking
6 59 (9.10%) Inclusion and Diversity
7 51 (7.87%) Marketing
8 34 (5.25%) Games
9 20 (3.09%) Presentation Skills
10 13 (2.01%) Influencing Skills
11 9 (1.39%) Legal
12 7 (1.08%) Automotive
13 6 (0.93%) Advertising
13 6 (0.93%) Law
13 6 (0.93%) Organisational Skills
14 5 (0.77%) Public Sector
15 4 (0.62%) Pharmaceutical
15 4 (0.62%) Retail Finance
16 3 (0.46%) Documentation Skills
16 3 (0.46%) Financial Institution
Job Titles
1 378 (58.33%) Data Engineer
2 69 (10.65%) Senior Data Engineer
3 60 (9.26%) Analyst
4 43 (6.64%) Architect
5 42 (6.48%) Developer
6 39 (6.02%) Data Architect
7 31 (4.78%) Software Engineer
8 22 (3.40%) Data Analyst
9 21 (3.24%) Senior Analyst
10 20 (3.09%) Big Data Engineer
10 20 (3.09%) Product Analyst
11 15 (2.31%) Business Intelligence Developer
12 14 (2.16%) Senior Developer
13 12 (1.85%) Cloud Engineer
14 11 (1.70%) Consultant
15 10 (1.54%) Data Scientist
16 9 (1.39%) AWS Engineer
16 9 (1.39%) Business Analyst
16 9 (1.39%) Lead Software Engineer
16 9 (1.39%) Principal Architect
Libraries, Frameworks & Software Standards
1 114 (17.59%) Kafka
2 54 (8.33%) PySpark
3 40 (6.17%) Spark Streaming
4 38 (5.86%) OAuth
5 20 (3.09%) Pandas
6 19 (2.93%) Web Services
7 16 (2.47%) NumPy
8 14 (2.16%) React
9 13 (2.01%) RabbitMQ
9 13 (2.01%) REST
10 12 (1.85%) Apache NiFi
10 12 (1.85%) Node.js
11 11 (1.70%) OpenAPI
11 11 (1.70%) Swagger
12 10 (1.54%) JSON
13 8 (1.23%) .NET
13 8 (1.23%) Gherkin
13 8 (1.23%) Playwright
13 8 (1.23%) WPF
14 7 (1.08%) GraphQL
Miscellaneous
1 136 (20.99%) Data Structures
2 100 (15.43%) Self-Motivation
3 61 (9.41%) Algorithms
4 59 (9.10%) Greenfield Project
5 30 (4.63%) Blog
6 24 (3.70%) Data Protection Act
7 19 (2.93%) User Experience
8 18 (2.78%) Cloud Native
9 12 (1.85%) IoT
10 7 (1.08%) Derivative
10 7 (1.08%) FMCG
11 6 (0.93%) Credit Risk
11 6 (0.93%) Oculus
12 5 (0.77%) e-Learning
12 5 (0.77%) Foreign Exchange (FX)
12 5 (0.77%) Legacy Systems
12 5 (0.77%) Marketing Technology
13 4 (0.62%) Clustering
13 4 (0.62%) EPoS
13 4 (0.62%) Reference Data
Operating Systems
1 18 (2.78%) Windows
2 9 (1.39%) Linux
3 6 (0.93%) Windows Server
4 5 (0.77%) Android
4 5 (0.77%) Apple iOS
5 3 (0.46%) Unix
6 2 (0.31%) VMS
7 1 (0.15%) Windows Server 2012
Processes & Methodologies
1 351 (54.17%) Data Pipeline
2 348 (53.70%) ETL
3 347 (53.55%) Analytics
4 261 (40.28%) Data Engineering
4 261 (40.28%) Data Science
5 244 (37.65%) Data Modelling
6 204 (31.48%) CI/CD
7 186 (28.70%) Agile
8 179 (27.62%) Business Intelligence
9 165 (25.46%) Machine Learning
10 151 (23.30%) Data Transformation
11 134 (20.68%) Problem-Solving
12 128 (19.75%) Data Integration
13 123 (18.98%) Artificial Intelligence
14 120 (18.52%) Data Analytics
15 117 (18.06%) DevOps
16 95 (14.66%) Visualisation
17 86 (13.27%) Data Architecture
18 82 (12.65%) Data Management
19 78 (12.04%) Software Engineering
Programming Languages
1 467 (72.07%) SQL
2 415 (64.04%) Python
3 89 (13.73%) Java
4 67 (10.34%) Scala
5 63 (9.72%) R
6 33 (5.09%) Bash
7 31 (4.78%) C#
8 26 (4.01%) Ruby
9 23 (3.55%) T-SQL
10 21 (3.24%) JavaScript
11 14 (2.16%) C
12 13 (2.01%) PowerShell
13 8 (1.23%) TypeScript
14 6 (0.93%) Julia
15 4 (0.62%) LookML
15 4 (0.62%) Shell Script
16 2 (0.31%) C++
16 2 (0.31%) Go
16 2 (0.31%) Kotlin
17 1 (0.15%) Apple Swift
Qualifications
1 28 (4.32%) Degree
2 9 (1.39%) Computer Science Degree
3 7 (1.08%) Master's Degree
4 6 (0.93%) DBS Check
5 2 (0.31%) Numerate Degree
5 2 (0.31%) Security Cleared
6 1 (0.15%) AWS Certification
6 1 (0.15%) Microsoft Certification
6 1 (0.15%) SC Cleared
Quality Assurance & Compliance
1 143 (22.07%) Data Quality
2 30 (4.63%) QA
3 9 (1.39%) GDPR
4 6 (0.93%) SOC 2
5 3 (0.46%) IFRS
5 3 (0.46%) IFRS 17
5 3 (0.46%) Sarbanes-Oxley
5 3 (0.46%) Solvency II
6 2 (0.31%) PMO
7 1 (0.15%) Actionable Recommendations
7 1 (0.15%) SLA
System Software
1 45 (6.94%) Apache Flume
2 40 (6.17%) Docker
3 3 (0.46%) Active Directory
Systems Management
1 125 (19.29%) Terraform
2 38 (5.86%) Oozie
3 26 (4.01%) Kubernetes
4 8 (1.23%) Ansible
5 6 (0.93%) Argo
6 5 (0.77%) Panaseer
7 4 (0.62%) MOM
7 4 (0.62%) SCCM
8 2 (0.31%) Control-M
8 2 (0.31%) Puppet
9 1 (0.15%) Active Directory Federation Services
9 1 (0.15%) CA Single Sign-On
9 1 (0.15%) Kubeflow
9 1 (0.15%) Microsoft Clustering
9 1 (0.15%) OpenSSO
9 1 (0.15%) Opscode Chef
9 1 (0.15%) Single Sign-On
Vendors
1 124 (19.14%) Databricks
2 70 (10.80%) Google
3 59 (9.10%) Cloudera
3 59 (9.10%) Microsoft
4 56 (8.64%) Oracle
5 34 (5.25%) Informatica
6 27 (4.17%) Alteryx
7 19 (2.93%) Hitachi
7 19 (2.93%) Splunk
8 17 (2.62%) Talend
9 9 (1.39%) Adobe
9 9 (1.39%) Cognos
10 8 (1.23%) Amplitude
10 8 (1.23%) IBM
10 8 (1.23%) SAP
10 8 (1.23%) Teradata
11 7 (1.08%) Salesforce.com
11 7 (1.08%) StreamSets
12 5 (0.77%) Cisco
12 5 (0.77%) Jedox