Period
to

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analytics over the 6 months to 2 July 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.

Data Analytics
Central London > City of London
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 152 131 111
Rank change year-on-year -21 -20 +50
Contract jobs citing Data Analytics 44 37 29
As % of all contract jobs advertised in the City of London 1.01% 1.16% 1.06%
As % of the Processes & Methodologies category 1.11% 1.27% 1.20%
Number of daily rates quoted 27 27 23
10th Percentile £435 £385 £316
25th Percentile £503 £414 £413
Median daily rate (50th Percentile) £550 £488 £500
Median % change year-on-year +12.82% -2.50% -4.76%
75th Percentile £644 £538 £609
90th Percentile £705 £790 £638
Central London median daily rate £569 £488 £529
% change year-on-year +16.67% -7.80% +5.75%
Number of hourly rates quoted 0 1 0
Median hourly rate - £32.00 -
Central London median hourly rate - £32.00 -

Data Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 3,979 2,924 2,407
As % of all contract IT jobs advertised in the City of London 91.75% 91.49% 88.33%
Number of daily rates quoted 2,938 2,146 1,786
10th Percentile £388 £358 £331
25th Percentile £475 £450 £416
Median daily rate (50th Percentile) £575 £550 £520
Median % change year-on-year +4.55% +5.77% -0.95%
75th Percentile £695 £638 £602
90th Percentile £788 £719 £675
Central London median daily rate £575 £543 £509
% change year-on-year +5.99% +6.63% -3.10%
Number of hourly rates quoted 44 32 39
10th Percentile £18.50 £8.35 £12.42
25th Percentile £26.00 £12.38 £14.19
Median hourly rate £43.12 £23.23 £24.00
Median % change year-on-year +85.66% -3.23% +23.87%
75th Percentile £54.13 £32.55 £39.00
90th Percentile £60.85 £41.75 £53.30
Central London median hourly rate £42.75 £22.25 £26.22
% change year-on-year +92.13% -15.14% +31.10%

Data Analytics
Job Vacancy Trend in the City of London

Job postings citing Data Analytics as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Data Analytics in the City of London

Data Analytics
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Data Analytics in the City of London.

Daily rate trend for Data Analytics in the City of London

Data Analytics
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Data Analytics in the City of London over the 6 months to 2 July 2022.

Daily rate histogram for Data Analytics in the City of London

Data Analytics
Contractor Hourly Rate Trend in the City of London

3-month moving average hourly rates quoted in jobs citing Data Analytics in the City of London.

Hourly rate trend for Data Analytics in the City of London

For the 6 months to 2 July 2022, IT contractor jobs citing Data Analytics 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 City of London region with a requirement for Data Analytics.

1 44 (100.00%) Analytics
2 15 (34.09%) Finance
3 14 (31.82%) Azure
4 12 (27.27%) Agile
4 12 (27.27%) Python
4 12 (27.27%) DevOps
5 10 (22.73%) SQL
5 10 (22.73%) AWS
6 8 (18.18%) CI/CD
7 7 (15.91%) Migration
7 7 (15.91%) Data Modelling
7 7 (15.91%) Azure DevOps
8 6 (13.64%) Social Skills
8 6 (13.64%) Business Intelligence
8 6 (13.64%) Visualisation
9 5 (11.36%) PowerShell
9 5 (11.36%) Technical Debt
9 5 (11.36%) Fintech
9 5 (11.36%) Problem-Solving
9 5 (11.36%) Log Analytics
9 5 (11.36%) Azure Monitor
10 4 (9.09%) Decision-Making
10 4 (9.09%) Power Platform
10 4 (9.09%) Kubernetes
10 4 (9.09%) Azure Active Directory
10 4 (9.09%) Power BI
10 4 (9.09%) IaaS
10 4 (9.09%) User Stories
10 4 (9.09%) Machine Learning
10 4 (9.09%) Project Management

Data Analytics
Co-occurring IT Skills in the City of 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 2 (4.55%) Apache
2 1 (2.27%) Apache Spark
2 1 (2.27%) CMS
2 1 (2.27%) Confluence
2 1 (2.27%) SAS
Applications
1 2 (4.55%) Adobe XD
1 2 (4.55%) Microsoft Excel
2 1 (2.27%) Microsoft Office
Business Applications
1 1 (2.27%) Dynamics AX
1 1 (2.27%) Dynamics NAV
1 1 (2.27%) Sparx Enterprise Architect
Cloud Services
1 14 (31.82%) Azure
2 10 (22.73%) AWS
3 7 (15.91%) Azure DevOps
4 5 (11.36%) Azure Monitor
5 4 (9.09%) Azure Active Directory
5 4 (9.09%) IaaS
5 4 (9.09%) Power Platform
6 3 (6.82%) SaaS
7 2 (4.55%) Amazon EKS
7 2 (4.55%) Amazon Kinesis
7 2 (4.55%) Amazon Kinesis Data Analytics
7 2 (4.55%) Amazon MSK
7 2 (4.55%) AWS Lambda
7 2 (4.55%) Azure Data Factory
7 2 (4.55%) Azure Key Vault
7 2 (4.55%) Azure Synapse Analytics
7 2 (4.55%) Figma
7 2 (4.55%) Microsoft 365
7 2 (4.55%) Miro
7 2 (4.55%) Serverless
Communications & Networking
1 1 (2.27%) DHCP
1 1 (2.27%) DNS
1 1 (2.27%) LAN
1 1 (2.27%) TCP/IP
1 1 (2.27%) WAN
1 1 (2.27%) WebEx
Database & Business Intelligence
1 4 (9.09%) Power BI
2 3 (6.82%) Data Warehouse
2 3 (6.82%) SQL Server
3 2 (4.55%) Amazon RDS
3 2 (4.55%) Azure SQL Database
3 2 (4.55%) Big Data
3 2 (4.55%) DynamoDB
3 2 (4.55%) Flink
3 2 (4.55%) Metadata
3 2 (4.55%) MongoDB
3 2 (4.55%) RDBMS
3 2 (4.55%) Relational Database
4 1 (2.27%) Apache Cassandra
4 1 (2.27%) Data Mining
4 1 (2.27%) NoSQL
4 1 (2.27%) Tableau
Development Applications
1 3 (6.82%) JIRA
2 2 (4.55%) GitLab
3 1 (2.27%) CircleCI
General
1 15 (34.09%) Finance
2 6 (13.64%) Social Skills
3 4 (9.09%) Banking
4 3 (6.82%) Analytical Skills
5 2 (4.55%) Presentation Skills
6 1 (2.27%) Advertising
6 1 (2.27%) Inclusion and Diversity
6 1 (2.27%) Legal
6 1 (2.27%) Spanish Language
Job Titles
1 9 (20.45%) Analyst
1 9 (20.45%) Developer
2 5 (11.36%) Architect
3 4 (9.09%) Data Analyst
3 4 (9.09%) Data Engineer
3 4 (9.09%) Solutions Architect
4 3 (6.82%) Cloud Engineer
4 3 (6.82%) DevOps Engineer
4 3 (6.82%) Project Manager
4 3 (6.82%) Python Developer
4 3 (6.82%) Python Developer - Fintech
4 3 (6.82%) Python Engineer
4 3 (6.82%) Senior Architect
4 3 (6.82%) Senior Solutions Architect
5 2 (4.55%) Analyst Developer
5 2 (4.55%) Azure Engineer
5 2 (4.55%) Data Analytics Manager
5 2 (4.55%) Process Analyst
5 2 (4.55%) Python Software Engineer
5 2 (4.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (6.82%) SQLAlchemy
2 2 (4.55%) .NET
2 2 (4.55%) GraphQL
2 2 (4.55%) Kafka
2 2 (4.55%) Pandas
2 2 (4.55%) REST
2 2 (4.55%) XML
3 1 (2.27%) CSS
3 1 (2.27%) H2O
3 1 (2.27%) JSON
3 1 (2.27%) Middleware
3 1 (2.27%) Node.js
3 1 (2.27%) PySpark
3 1 (2.27%) React
3 1 (2.27%) SailPoint
3 1 (2.27%) YAML
Miscellaneous
1 3 (6.82%) Data Structures
1 3 (6.82%) Derivative
1 3 (6.82%) Hybrid Cloud
2 2 (4.55%) Blockchain
2 2 (4.55%) Cloud Native
2 2 (4.55%) Greenfield Project
3 1 (2.27%) Algorithms
3 1 (2.27%) CMDB
3 1 (2.27%) Data Centre
3 1 (2.27%) Enterprise Software
3 1 (2.27%) Mobile App
3 1 (2.27%) NHS
3 1 (2.27%) Public Cloud
3 1 (2.27%) Reference Data
3 1 (2.27%) SWIFT
Operating Systems
1 2 (4.55%) Android
1 2 (4.55%) Apple iOS
1 2 (4.55%) Windows
2 1 (2.27%) Windows 10
2 1 (2.27%) Windows Server
Processes & Methodologies
1 44 (100.00%) Analytics
2 12 (27.27%) Agile
2 12 (27.27%) DevOps
3 8 (18.18%) CI/CD
4 7 (15.91%) Data Modelling
4 7 (15.91%) Migration
5 6 (13.64%) Business Intelligence
5 6 (13.64%) Visualisation
6 5 (11.36%) Fintech
6 5 (11.36%) Log Analytics
6 5 (11.36%) Problem-Solving
6 5 (11.36%) Technical Debt
7 4 (9.09%) Data Analysis
7 4 (9.09%) Decision-Making
7 4 (9.09%) Machine Learning
7 4 (9.09%) Project Management
7 4 (9.09%) User Stories
8 3 (6.82%) Data Management
8 3 (6.82%) Scrum
8 3 (6.82%) Stakeholder Management
Programming Languages
1 12 (27.27%) Python
2 10 (22.73%) SQL
3 5 (11.36%) PowerShell
4 3 (6.82%) R
4 3 (6.82%) TypeScript
5 2 (4.55%) Bicep
5 2 (4.55%) Go
5 2 (4.55%) Scala
5 2 (4.55%) VB.NET
5 2 (4.55%) VBA
6 1 (2.27%) Bash
6 1 (2.27%) C
6 1 (2.27%) C++
6 1 (2.27%) Java
6 1 (2.27%) JavaScript
6 1 (2.27%) PL/SQL
6 1 (2.27%) Search Processing Language
Qualifications
1 2 (4.55%) Degree
2 1 (2.27%) ISEB
2 1 (2.27%) MCITP
2 1 (2.27%) MCTS
2 1 (2.27%) Microsoft Certification
2 1 (2.27%) TOGAF Certification
Quality Assurance & Compliance
1 2 (4.55%) Data Quality
2 1 (2.27%) CDISC
2 1 (2.27%) ISO 20022
2 1 (2.27%) LOINC
2 1 (2.27%) SEPA
2 1 (2.27%) SNOMED CT
System Software
1 3 (6.82%) Active Directory
2 1 (2.27%) BitLocker
2 1 (2.27%) Virtual Desktop
Systems Management
1 4 (9.09%) Kubernetes
2 3 (6.82%) Terraform
3 1 (2.27%) Microsoft Intune
Vendors
1 3 (6.82%) Databricks
1 3 (6.82%) Microsoft
2 2 (4.55%) Adobe
3 1 (2.27%) Alteryx
3 1 (2.27%) Avaloq
3 1 (2.27%) Citrix
3 1 (2.27%) Maconomy
3 1 (2.27%) NetApp
3 1 (2.27%) Okta
3 1 (2.27%) Palo Alto
3 1 (2.27%) Refinitiv
3 1 (2.27%) SAP
3 1 (2.27%) ServiceNow
3 1 (2.27%) Sparx
3 1 (2.27%) Splunk
3 1 (2.27%) Teradata