Period
to 27 January 2022

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Snowflake skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Snowflake over the 6 months to 27 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Snowflake
England > London
6 months to
27 Jan 2022
Same period 2021 Same period 2020
Rank 383 363 434
Rank change year-on-year -20 +71 +181
Contract jobs citing Snowflake 207 45 81
As % of all contract jobs advertised in London 0.55% 0.25% 0.27%
As % of the Cloud Services category 1.42% 0.67% 0.80%
Number of daily rates quoted 131 30 62
10th Percentile £400 £338 £426
25th Percentile £474 £425 £513
Median daily rate (50th Percentile) £575 £450 £556
Median % change year-on-year +27.78% -19.10% -7.29%
75th Percentile £681 £561 £663
90th Percentile £750 £595 £686
England median daily rate £550 £450 £525
% change year-on-year +22.22% -14.29% -4.55%

Snowflake is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 14,566 6,765 10,176
As % of all contract IT jobs advertised in London 38.74% 37.73% 34.20%
Number of daily rates quoted 10,843 5,037 7,438
10th Percentile £394 £338 £313
25th Percentile £475 £413 £425
Median daily rate (50th Percentile) £575 £500 £525
Median % change year-on-year +15.00% -4.76% -
75th Percentile £675 £600 £613
90th Percentile £750 £688 £700
England median daily rate £540 £488 £500
% change year-on-year +10.77% -2.50% -
Number of hourly rates quoted 103 25 74
10th Percentile £13.88 £20.40 £15.73
25th Percentile £20.89 £22.50 £18.71
Median hourly rate £25.00 £26.00 £21.50
Median % change year-on-year -3.85% +20.93% +14.94%
75th Percentile £55.00 £61.00 £42.93
90th Percentile £71.42 £68.00 £78.75
England median hourly rate £21.04 £22.00 £20.00
% change year-on-year -4.36% +10.00% +14.29%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Snowflake in London

Snowflake
Daily Rate Histogram in London

Daily rate distribution for jobs citing Snowflake in London over the 6 months to 27 January 2022.

Daily rate histogram for Snowflake in London

Snowflake
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Snowflake within the London region over the 6 months to 27 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -20 39 £575 -5.35% 20
South London - 3 £425 -
Snowflake
England

For the 6 months to 27 January 2022, IT contractor 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 contract job ads across the London region with a requirement for Snowflake.

1 123 (59.42%) AWS
2 101 (48.79%) Python
3 89 (43.00%) ETL
4 88 (42.51%) Analytics
5 86 (41.55%) SQL
6 82 (39.61%) Data Warehouse
7 71 (34.30%) Azure
8 66 (31.88%) Agile Software Development
9 53 (25.60%) Business Intelligence
9 53 (25.60%) Big Data
10 50 (24.15%) DevOps
11 49 (23.67%) Java
12 46 (22.22%) Finance
12 46 (22.22%) Social Skills
13 45 (21.74%) Amazon Redshift
14 44 (21.26%) Data Engineering
15 43 (20.77%) GCP
16 41 (19.81%) Terraform
16 41 (19.81%) Tableau
17 40 (19.32%) Data Lake
17 40 (19.32%) Data Science
18 37 (17.87%) Data Integration
19 34 (16.43%) Data Modelling
20 33 (15.94%) CI/CD
20 33 (15.94%) Apache Spark
20 33 (15.94%) Kafka
21 31 (14.98%) Power BI
21 31 (14.98%) Power Platform
22 30 (14.49%) Migration
23 29 (14.01%) Data Pipeline

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 33 (15.94%) Apache Spark
2 20 (9.66%) Apache Airflow
3 8 (3.86%) Apache
4 7 (3.38%) Confluence
4 7 (3.38%) Elasticsearch
5 6 (2.90%) Jupyter
6 5 (2.42%) Apache Pulsar
7 1 (0.48%) Apache Synapse
7 1 (0.48%) Luigi
7 1 (0.48%) OpenStack
7 1 (0.48%) SharePoint
Applications
1 19 (9.18%) Microsoft Excel
2 6 (2.90%) Microsoft PowerPoint
Business Applications
1 2 (0.97%) Salesforce.com CRM
Cloud Services
1 123 (59.42%) AWS
2 71 (34.30%) Azure
3 43 (20.77%) GCP
4 31 (14.98%) Power Platform
5 27 (13.04%) Amazon Kinesis
5 27 (13.04%) Amazon S3
6 24 (11.59%) Matillion
6 24 (11.59%) Serverless
7 22 (10.63%) dbt
8 19 (9.18%) AWS Lambda
9 14 (6.76%) Amazon ECS
9 14 (6.76%) GitHub
10 12 (5.80%) Amazon SQS
11 11 (5.31%) Amazon EMR
12 9 (4.35%) Azure Cosmos DB
13 8 (3.86%) AWS Fargate
14 7 (3.38%) AWS CodeBuild
14 7 (3.38%) AWS CodePipeline
14 7 (3.38%) Azure Data Factory
14 7 (3.38%) Collibra
Communications & Networking
1 1 (0.48%) Firewall
1 1 (0.48%) Kerberos
Database & Business Intelligence
1 82 (39.61%) Data Warehouse
2 53 (25.60%) Big Data
3 45 (21.74%) Amazon Redshift
4 41 (19.81%) Tableau
5 40 (19.32%) Data Lake
6 31 (14.98%) Power BI
7 26 (12.56%) BigQuery
7 26 (12.56%) Hadoop
7 26 (12.56%) SQL Server
8 25 (12.08%) NoSQL
9 17 (8.21%) SQL Server Integration Services
10 16 (7.73%) Data Vault
11 13 (6.28%) Relational Database
12 11 (5.31%) Amazon Athena
13 10 (4.83%) MongoDB
13 10 (4.83%) PostgreSQL
14 9 (4.35%) Snowflake Schema
15 8 (3.86%) PowerCenter
16 7 (3.38%) Apache Hive
16 7 (3.38%) HBase
Development Applications
1 15 (7.25%) Jenkins
2 14 (6.76%) Git (software)
3 12 (5.80%) JIRA
4 7 (3.38%) Visual Studio
5 6 (2.90%) ERwin
5 6 (2.90%) Octopus Deploy
6 5 (2.42%) Atlassian Bamboo
6 5 (2.42%) GitLab
7 4 (1.93%) JUnit
7 4 (1.93%) Maven
7 4 (1.93%) SonarQube
8 3 (1.45%) CircleCI
8 3 (1.45%) RStudio
9 2 (0.97%) Bitbucket
9 2 (0.97%) ER Studio
10 1 (0.48%) kappa
10 1 (0.48%) MLflow
10 1 (0.48%) Serena SBM
10 1 (0.48%) Subversion
10 1 (0.48%) TeamCity
General
1 46 (22.22%) Finance
1 46 (22.22%) Social Skills
2 14 (6.76%) Banking
3 12 (5.80%) Analytical Skills
4 9 (4.35%) Retail
5 8 (3.86%) Front Office
5 8 (3.86%) Law
6 6 (2.90%) Games
6 6 (2.90%) Marketing
6 6 (2.90%) Presentation Skills
6 6 (2.90%) Public Sector
7 5 (2.42%) Investment Banking
7 5 (2.42%) Publishing
8 4 (1.93%) Financial Institution
8 4 (1.93%) Legal
9 2 (0.97%) Influencing Skills
10 1 (0.48%) Music Industry
Job Titles
1 89 (43.00%) Data Engineer
2 28 (13.53%) Architect
3 27 (13.04%) Developer
4 17 (8.21%) AWS Engineer
5 15 (7.25%) Data Architect
5 15 (7.25%) Data Modeller
6 13 (6.28%) Analyst
6 13 (6.28%) Python Engineer
7 12 (5.80%) Data Analyst
8 11 (5.31%) DevOps Engineer
9 10 (4.83%) SQL Developer
10 7 (3.38%) AWS Architect
10 7 (3.38%) Senior DevOps
10 7 (3.38%) Senior DevOps Engineer
11 6 (2.90%) Power BI Developer
11 6 (2.90%) Senior Data Engineer
12 5 (2.42%) Business Intelligence Developer
12 5 (2.42%) Informatica Developer
12 5 (2.42%) Technical Architect
13 4 (1.93%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 33 (15.94%) Kafka
2 8 (3.86%) Spark Streaming
3 7 (3.38%) JSON
4 6 (2.90%) XML
5 5 (2.42%) REST
5 5 (2.42%) SQLAlchemy
6 4 (1.93%) PySpark
7 3 (1.45%) Akka
8 2 (0.97%) Django
8 2 (0.97%) FastAPI
8 2 (0.97%) GraphQL
8 2 (0.97%) Node.js
9 1 (0.48%) .NET
9 1 (0.48%) FIX Protocol
9 1 (0.48%) HTML
9 1 (0.48%) HTML5
9 1 (0.48%) LDAP
9 1 (0.48%) OAuth
9 1 (0.48%) RabbitMQ
9 1 (0.48%) RESTful
Miscellaneous
1 5 (2.42%) Algorithms
1 5 (2.42%) Data Structures
1 5 (2.42%) Greenfield Project
2 4 (1.93%) Blog
2 4 (1.93%) iPad
3 3 (1.45%) Data Protection Act
3 3 (1.45%) Hedge funds
3 3 (1.45%) Virtual Team
4 2 (0.97%) Cloud Native
4 2 (0.97%) Clustering
4 2 (0.97%) Data Fabric
4 2 (0.97%) Online Gambling
4 2 (0.97%) Self-Motivation
5 1 (0.48%) Data Centre
5 1 (0.48%) e-Learning
5 1 (0.48%) Hybrid Cloud
5 1 (0.48%) Legacy Systems
5 1 (0.48%) NHS
5 1 (0.48%) Public Cloud
5 1 (0.48%) Replication
Operating Systems
1 3 (1.45%) Linux
2 2 (0.97%) Unix
3 1 (0.48%) Red Hat Enterprise Linux
3 1 (0.48%) Solaris
3 1 (0.48%) Windows
3 1 (0.48%) Windows Server
3 1 (0.48%) zOS
Processes & Methodologies
1 89 (43.00%) ETL
2 88 (42.51%) Analytics
3 66 (31.88%) Agile Software Development
4 53 (25.60%) Business Intelligence
5 50 (24.15%) DevOps
6 44 (21.26%) Data Engineering
7 40 (19.32%) Data Science
8 37 (17.87%) Data Integration
9 34 (16.43%) Data Modelling
10 33 (15.94%) CI/CD
11 30 (14.49%) Migration
12 29 (14.01%) Data Pipeline
13 26 (12.56%) Data Architecture
14 25 (12.08%) Data Management
15 24 (11.59%) Problem-Solving
15 24 (11.59%) Scrum
16 20 (9.66%) Machine Learning
17 18 (8.70%) OO
17 18 (8.70%) Stakeholder Management
18 17 (8.21%) Data Lineage
Programming Languages
1 101 (48.79%) Python
2 86 (41.55%) SQL
3 49 (23.67%) Java
4 28 (13.53%) Scala
5 25 (12.08%) C#
6 16 (7.73%) Bash
7 12 (5.80%) R
8 10 (4.83%) PowerShell
8 10 (4.83%) T-SQL
8 10 (4.83%) VBA
9 5 (2.42%) C++
9 5 (2.42%) Kotlin
10 4 (1.93%) Go
10 4 (1.93%) PHP
11 3 (1.45%) PL/SQL
12 1 (0.48%) ANSI SQL
12 1 (0.48%) C
12 1 (0.48%) JavaScript
12 1 (0.48%) Perl
12 1 (0.48%) TypeScript
Qualifications
1 5 (2.42%) Security Cleared
2 4 (1.93%) Degree
3 2 (0.97%) AWS Certification
3 2 (0.97%) Computer Science Degree
4 1 (0.48%) ISTQB
Quality Assurance & Compliance
1 10 (4.83%) QA
2 9 (4.35%) GDPR
3 8 (3.86%) Data Quality
4 6 (2.90%) IFRS
5 3 (1.45%) Sarbanes-Oxley
6 2 (0.97%) NCSC
7 1 (0.48%) NIST
System Software
1 14 (6.76%) Docker
2 3 (1.45%) Active Directory
2 3 (1.45%) Apache Flume
3 2 (0.97%) HDFS
4 1 (0.48%) Oracle RAC
4 1 (0.48%) VMware ESXi
4 1 (0.48%) VMware Infrastructure
Systems Management
1 41 (19.81%) Terraform
2 16 (7.73%) Kubernetes
3 9 (4.35%) Ansible
4 3 (1.45%) Control-M
4 3 (1.45%) Oozie
5 2 (0.97%) WebSphere Cast Iron
6 1 (0.48%) Data Guard
6 1 (0.48%) EMC NetWorker
6 1 (0.48%) Enterprise Manager Cloud Control
6 1 (0.48%) Hadoop YARN
6 1 (0.48%) Marathon
6 1 (0.48%) Mesos
6 1 (0.48%) Prometheus
6 1 (0.48%) QRadar
6 1 (0.48%) Tivoli
6 1 (0.48%) Tivoli Storage Manager
Vendors
1 24 (11.59%) Databricks
2 20 (9.66%) Informatica
3 14 (6.76%) Talend
3 14 (6.76%) Teradata
4 12 (5.80%) StreamSets
5 11 (5.31%) Microsoft
6 8 (3.86%) Alteryx
7 7 (3.38%) Google
7 7 (3.38%) Oracle
8 5 (2.42%) MicroStrategy
8 5 (2.42%) Salesforce.com
9 4 (1.93%) Cloudera
9 4 (1.93%) Vertica
10 3 (1.45%) IBM
11 2 (0.97%) Dell
11 2 (0.97%) VMware
12 1 (0.48%) BMC
12 1 (0.48%) EMC
12 1 (0.48%) SAP
12 1 (0.48%) Sybase