Period
to 2 July 2020

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Tableau products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Tableau over the 6 months to 2 July 2020 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.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within Tableau Software.

Tableau
UK > England
6 months to
2 Jul 2020
Same period 2019 Same period 2018
Rank 224 239 257
Rank change year-on-year +15 +18 +51
Contract jobs citing Tableau 416 996 973
As % of all contract jobs advertised in England 1.13% 1.18% 1.04%
As % of the Vendors category 2.63% 2.79% 2.51%
Number of daily rates quoted 282 728 679
Median daily rate £450 £475 £438
Median daily rate % change year-on-year -5.26% +8.57% +2.94%
10th Percentile £286 £325 £300
90th Percentile £625 £641 £588
UK median daily rate £450 £475 £438
% change year-on-year -5.26% +8.57% +2.94%
Number of hourly rates quoted 8 16 19
Median hourly rate £35.00 £22.75 £37.50
Median hourly rate % change year-on-year +53.85% -39.33% +82.93%
10th Percentile £27.87 £17.00 £18.75
90th Percentile £48.85 £43.75 £46.15
UK median hourly rate £35.00 £25.00 £37.50
% change year-on-year +40.00% -33.33% +82.93%

Tableau is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 15,817 35,711 38,802
As % of all contract IT jobs advertised in England 42.90% 42.32% 41.52%
Number of daily rates quoted 9,617 22,465 24,166
Median daily rate £473 £463 £450
Median daily rate % change year-on-year +2.16% +2.78% +4.65%
10th Percentile £250 £260 £250
90th Percentile £675 £638 £625
UK median daily rate £463 £454 £450
% change year-on-year +1.87% +0.89% +5.88%
Number of hourly rates quoted 631 1,212 1,431
Median hourly rate £21.15 £19.00 £17.50
Median hourly rate % change year-on-year +11.29% +8.57% +1.45%
10th Percentile £12.00 £11.17 £11.17
90th Percentile £50.00 £50.00 £47.50
Median hourly rate £21.50 £19.00 £17.50
% change year-on-year +13.16% +8.57% -

Tableau
Job Vacancy Trend in England

Job postings citing Tableau as a proportion of all IT jobs advertised in England.

Job vacancy trend for Tableau in England

Tableau
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Tableau in England.

Daily rate trend for Tableau in England

Tableau
Daily Rate Histogram in England

Daily rate distribution for jobs citing Tableau in England over the 6 months to 2 July 2020.

Daily rate histogram for Tableau in England

Tableau
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Tableau in England.

Hourly rate trend for Tableau in England

Tableau
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Tableau in England over the 6 months to 2 July 2020.

Hourly rate histogram for Tableau in England

Tableau
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Tableau within the England region over the 6 months to 2 July 2020. 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
Job
Vacancies
London +12 247 £463 -2.63% 30
South East +79 72 £400 -15.79% 15
North of England +13 32 £425 -5.56% 13
East of England +58 26 £400 -11.11% 5
Midlands +79 25 £450 - 8
North West +22 19 £500 -3.01% 8
West Midlands +60 17 £450 - 2
Yorkshire +30 11 £425 +11.11% 4
South West +58 10 £388 -6.63% 5
East Midlands +51 8 £488 +2.63% 6
North East +39 2 £450 -23.40% 1
Tableau
UK

For the 6 months to 2 July 2020, IT contractor jobs citing Tableau 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 England region with a requirement for Tableau.

1 254 (61.06%) Business Intelligence
2 232 (55.77%) SQL
3 186 (44.71%) Power BI
3 186 (44.71%) Power Platform
4 171 (41.11%) Analytics
5 139 (33.41%) Visualisation
6 127 (30.53%) Python
7 110 (26.44%) Finance
8 102 (24.52%) Agile Software Development
9 92 (22.12%) Data Visualisation
10 90 (21.63%) Data Warehouse
11 87 (20.91%) ETL
12 84 (20.19%) Microsoft
13 82 (19.71%) Data Modelling
14 73 (17.55%) SQL Server
15 71 (17.07%) Analytical Skills
16 66 (15.87%) Data Analysis
16 66 (15.87%) Azure
17 64 (15.38%) Microsoft Excel
17 64 (15.38%) Data Science
18 63 (15.14%) Big Data
19 59 (14.18%) AWS
20 49 (11.78%) SQL Server Reporting Services
21 48 (11.54%) SQL Server Integration Services
22 46 (11.06%) Oracle
23 45 (10.82%) Degree
24 43 (10.34%) Alteryx
25 42 (10.10%) Hadoop
25 42 (10.10%) Marketing
25 42 (10.10%) DevOps

Tableau
Co-occurring IT Skills in England 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 39 (9.38%) Apache Spark
2 19 (4.57%) SAS
3 14 (3.37%) Confluence
4 10 (2.40%) SharePoint
5 6 (1.44%) Apache Airflow
6 5 (1.20%) Apache
7 4 (0.96%) Jupyter
8 3 (0.72%) Tomcat
9 2 (0.48%) IIS
10 1 (0.24%) BizTalk Server
10 1 (0.24%) Elasticsearch
10 1 (0.24%) IBM Domino
10 1 (0.24%) Oracle Workflow
10 1 (0.24%) WebSphere
10 1 (0.24%) WebSphere Application Server
Applications
1 64 (15.38%) Microsoft Excel
2 18 (4.33%) Microsoft Office
3 16 (3.85%) Microsoft PowerPoint
4 5 (1.20%) MS Visio
4 5 (1.20%) Spreadsheet
5 2 (0.48%) InVision
6 1 (0.24%) SPSS
Business Applications
1 7 (1.68%) Distributed Ledger
2 4 (0.96%) Dynamics CRM
3 2 (0.48%) Eikon
3 2 (0.48%) Hyperion Planning
3 2 (0.48%) Refinitiv Enterprise Platform
3 2 (0.48%) RMDS
4 1 (0.24%) Cognos TM1
4 1 (0.24%) Dynamics NAV
4 1 (0.24%) Eloqua
4 1 (0.24%) iTrent
4 1 (0.24%) Oracle EBS
4 1 (0.24%) Oracle Financials
4 1 (0.24%) ResourceLink
4 1 (0.24%) Sage BI
4 1 (0.24%) Salesforce.com CRM
4 1 (0.24%) SAP BPC
4 1 (0.24%) Sparx Enterprise Architect
4 1 (0.24%) Summit
4 1 (0.24%) Unica
Cloud Services
1 186 (44.71%) Power Platform
2 66 (15.87%) Azure
3 59 (14.18%) AWS
4 25 (6.01%) GCP
5 19 (4.57%) Google Analytics
6 16 (3.85%) Amazon S3
7 13 (3.13%) PaaS
7 13 (3.13%) Serverless
8 12 (2.88%) Azure Data Factory
8 12 (2.88%) IaaS
9 11 (2.64%) Amazon EC2
9 11 (2.64%) AWS Lambda
10 10 (2.40%) Adobe Analytics
10 10 (2.40%) Slack
11 9 (2.16%) Amazon EMR
12 8 (1.92%) Amazon Kinesis
12 8 (1.92%) Oracle Service Cloud
13 7 (1.68%) Amazon Glacier
14 6 (1.44%) GitHub
14 6 (1.44%) SaaS
Communications & Networking
1 4 (0.96%) 5G
1 4 (0.96%) Internet
1 4 (0.96%) Skype
2 3 (0.72%) DNS
2 3 (0.72%) HTTP
3 2 (0.48%) Radio Access Network
3 2 (0.48%) Wi-Fi
4 1 (0.24%) 2G
4 1 (0.24%) 3G
4 1 (0.24%) 4G
4 1 (0.24%) DSL
4 1 (0.24%) Firewall
4 1 (0.24%) GSM
4 1 (0.24%) LTE
4 1 (0.24%) PPP
4 1 (0.24%) VoIP
4 1 (0.24%) WCDMA
Database & Business Intelligence
1 186 (44.71%) Power BI
2 90 (21.63%) Data Warehouse
3 73 (17.55%) SQL Server
4 63 (15.14%) Big Data
5 49 (11.78%) SQL Server Reporting Services
6 48 (11.54%) SQL Server Integration Services
7 42 (10.10%) Hadoop
8 39 (9.38%) Amazon Redshift
9 36 (8.65%) Looker
10 33 (7.93%) QlikView
11 25 (6.01%) NoSQL
12 22 (5.29%) Data Lake
13 21 (5.05%) SQL Server Analysis Services
14 19 (4.57%) Data Mining
14 19 (4.57%) PostgreSQL
15 15 (3.61%) MySQL
16 14 (3.37%) Azure SQL Data Warehouse
16 14 (3.37%) Relational Database
17 13 (3.13%) BusinessObjects
18 12 (2.88%) Microsoft Analysis Services
Development Applications
1 40 (9.62%) JIRA
2 32 (7.69%) Git (software)
3 22 (5.29%) SQL Server Management Studio (SSMS)
4 13 (3.13%) Visual Studio
5 6 (1.44%) ERwin
5 6 (1.44%) Jenkins
5 6 (1.44%) Visual Studio Team System
6 3 (0.72%) Bitbucket
6 3 (0.72%) Maven
7 2 (0.48%) CircleCI
7 2 (0.48%) Octopus Deploy
7 2 (0.48%) Selenium
8 1 (0.24%) Atlassian Bamboo
8 1 (0.24%) Gerrit
8 1 (0.24%) Hudson
8 1 (0.24%) ProC
8 1 (0.24%) Redmine
8 1 (0.24%) Team Foundation Server
General
1 110 (26.44%) Finance
2 42 (10.10%) Marketing
3 30 (7.21%) Banking
3 30 (7.21%) Legal
4 15 (3.61%) Public Sector
5 12 (2.88%) Law
6 10 (2.40%) Telecoms
7 9 (2.16%) Front Office
7 9 (2.16%) Pharmaceutical
7 9 (2.16%) Publishing
8 8 (1.92%) Financial Institution
9 7 (1.68%) Back Office
10 6 (1.44%) Electronics
10 6 (1.44%) French Language
10 6 (1.44%) Games
10 6 (1.44%) Manufacturing
10 6 (1.44%) Retail
11 4 (0.96%) Police
12 3 (0.72%) Local Government
13 2 (0.48%) Billing
Job Titles
1 115 (27.64%) Developer
2 109 (26.20%) Analyst
3 61 (14.66%) Data Analyst
4 41 (9.86%) Consultant
5 40 (9.62%) Data Engineer
6 37 (8.89%) Business Intelligence Developer
7 28 (6.73%) Tableau Developer
8 26 (6.25%) Business Intelligence Analyst
8 26 (6.25%) Data Scientist
9 23 (5.53%) Architect
10 21 (5.05%) Tableau Analyst
11 20 (4.81%) Power BI Developer
11 20 (4.81%) SQL Developer
12 19 (4.57%) Business Intelligence Consultant
13 18 (4.33%) SQL Analyst
14 14 (3.37%) AWS Engineer
14 14 (3.37%) Data Consultant
14 14 (3.37%) Power BI Analyst
14 14 (3.37%) Python Engineer
15 13 (3.13%) Business Analyst
Libraries, Frameworks & Software Standards
1 23 (5.53%) .NET
2 19 (4.57%) XML
3 18 (4.33%) JSON
4 15 (3.61%) Kafka
5 10 (2.40%) Web Services
6 9 (2.16%) ASP.NET Web Forms
6 9 (2.16%) REST
7 8 (1.92%) HTML
8 7 (1.68%) Smart Contracts
8 7 (1.68%) TensorFlow
9 6 (1.44%) Matplotlib
10 5 (1.20%) .NET Core
10 5 (1.20%) CSS
10 5 (1.20%) RESTful
10 5 (1.20%) Seaborn
11 4 (0.96%) Apache NiFi
11 4 (0.96%) Django
11 4 (0.96%) Keras
11 4 (0.96%) MDX
11 4 (0.96%) scikit-learn
Miscellaneous
1 71 (17.07%) Analytical Skills
2 22 (5.29%) Algorithms
3 21 (5.05%) Management Information System
4 15 (3.61%) Data Structures
5 13 (3.13%) NHS
6 10 (2.40%) Replication
7 7 (1.68%) Credit Risk
7 7 (1.68%) Foreign Exchange (FX)
7 7 (1.68%) Greenfield Project
7 7 (1.68%) Mobile App
7 7 (1.68%) Self-Motivation
7 7 (1.68%) User Experience
8 4 (0.96%) Blog
8 4 (0.96%) Cloud Native
8 4 (0.96%) FMCG
8 4 (0.96%) Social Media
9 3 (0.72%) Mainframe
9 3 (0.72%) Public Cloud
9 3 (0.72%) Wiki
10 2 (0.48%) Enterprise Software
Operating Systems
1 18 (4.33%) Linux
2 17 (4.09%) Unix
3 5 (1.20%) Windows
Processes & Methodologies
1 254 (61.06%) Business Intelligence
2 171 (41.11%) Analytics
3 139 (33.41%) Visualisation
4 102 (24.52%) Agile Software Development
5 92 (22.12%) Data Visualisation
6 87 (20.91%) ETL
7 82 (19.71%) Data Modelling
8 66 (15.87%) Data Analysis
9 64 (15.38%) Data Science
10 42 (10.10%) DevOps
11 40 (9.62%) Problem-Solving
12 38 (9.13%) Computer Science
12 38 (9.13%) Data Analytics
13 35 (8.41%) Mathematics
14 32 (7.69%) Machine Learning
15 30 (7.21%) Decision-Making
16 28 (6.73%) Statistics
17 27 (6.49%) Data Engineering
17 27 (6.49%) Migration
17 27 (6.49%) Stakeholder Management
Programming Languages
1 232 (55.77%) SQL
2 127 (30.53%) Python
3 38 (9.13%) R
4 29 (6.97%) T-SQL
5 28 (6.73%) Java
6 26 (6.25%) C#
7 25 (6.01%) PowerShell
8 19 (4.57%) VBA
9 13 (3.13%) Scala
10 10 (2.40%) Data Analysis Expressions (DAX)
10 10 (2.40%) JavaScript
11 8 (1.92%) Go
11 8 (1.92%) PL/SQL
12 5 (1.20%) Bash Shell
13 4 (0.96%) Groovy
14 3 (0.72%) CQL
15 2 (0.48%) C
15 2 (0.48%) TypeScript
16 1 (0.24%) C++
16 1 (0.24%) PHP
Qualifications
1 45 (10.82%) Degree
2 20 (4.81%) Security Cleared
3 19 (4.57%) SC Cleared
4 10 (2.40%) Computer Science Degree
5 8 (1.92%) PhD
6 7 (1.68%) Master's Degree
7 3 (0.72%) TOGAF Certification
8 2 (0.48%) Microsoft Certification
9 1 (0.24%) ACCA
9 1 (0.24%) BC Cleared
9 1 (0.24%) BPSS Clearance
9 1 (0.24%) CIMA
9 1 (0.24%) DV Cleared
9 1 (0.24%) ISEB
9 1 (0.24%) ISEB Practitioner
9 1 (0.24%) Numerate Degree
Quality Assurance & Compliance
1 18 (4.33%) Data Quality
2 9 (2.16%) QA
3 6 (1.44%) PSD2
4 3 (0.72%) GDPR
5 1 (0.24%) IFRS
5 1 (0.24%) SLA
System Software
1 19 (4.57%) Docker
2 2 (0.48%) Virtual Machines
2 2 (0.48%) VMware Infrastructure
3 1 (0.24%) Active Directory
Systems Management
1 15 (3.61%) Kubernetes
2 6 (1.44%) Terraform
3 5 (1.20%) Grafana
4 4 (0.96%) Oozie
5 3 (0.72%) logstash
6 2 (0.48%) Control-M
6 2 (0.48%) Opscode Chef
6 2 (0.48%) Puppet
6 2 (0.48%) Single Sign-On
7 1 (0.24%) Ansible
7 1 (0.24%) Kibana
Vendors
1 84 (20.19%) Microsoft
2 46 (11.06%) Oracle
3 43 (10.34%) Alteryx
4 29 (6.97%) Google
5 28 (6.73%) SAP
6 17 (4.09%) Informatica
6 17 (4.09%) Talend
7 15 (3.61%) Salesforce.com
7 15 (3.61%) Teradata
8 14 (3.37%) Adobe
9 10 (2.40%) Cognos
9 10 (2.40%) MicroStrategy
9 10 (2.40%) Splunk
10 8 (1.92%) Cloudera
10 8 (1.92%) Databricks
11 7 (1.68%) ServiceNow
12 5 (1.20%) Marketo
13 4 (0.96%) Hortonworks
13 4 (0.96%) IBM
13 4 (0.96%) Sybase