Period
to 19 November 2019

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 19 November 2019 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
19 Nov 2019
Same period 2018 Same period 2017
Rank 212 256 260
Rank change year-on-year +44 +4 +89
Contract jobs citing Tableau 950 980 957
As % of all contract IT jobs advertised in England 1.24% 1.04% 1.03%
As % of the Vendors category 2.86% 2.45% 2.39%
Number of daily rates quoted 662 667 709
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +3.03%
10th Percentile £325 £313 £313
90th Percentile £675 £588 £615
UK median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +3.03%
Number of hourly rates quoted 22 10 12
England median hourly rate £20.50 £27.16 £27.25
Median hourly rate % change year-on-year -24.51% -0.35% +4.81%
10th Percentile £17.00 £15.59 £20.80
90th Percentile £32.60 £46.50 £35.00
UK median hourly rate £20.50 £27.16 £27.25
% change year-on-year -24.51% -0.35% +4.81%

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 33,198 39,945 40,002
As % of all contract IT jobs advertised in England 43.41% 42.30% 42.89%
Number of daily rates quoted 21,013 25,100 25,061
England median daily rate £450 £450 £445
Median daily rate % change year-on-year - +1.12% +4.71%
10th Percentile £240 £253 £250
90th Percentile £638 £625 £625
UK median daily rate £450 £450 £430
% change year-on-year - +4.65% +2.38%
Number of hourly rates quoted 1,295 1,499 1,340
England median hourly rate £19.00 £17.50 £17.25
Median hourly rate % change year-on-year +8.57% +1.45% +1.47%
10th Percentile £11.17 £11.00 £10.66
90th Percentile £53.17 £47.00 £45.03
UK median hourly rate £19.50 £17.50 £17.38
% change year-on-year +11.43% +0.72% +5.30%

Tableau
Job Vacancy Trend in England

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

Job vacancy trend for Tableau in England

Tableau
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Tableau in England.

Contractor daily rate trend for Tableau in England

Tableau
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Tableau in England over the 6 months to 19 November 2019.

Contractor daily rate histogram for Tableau in England

Tableau
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Tableau in England.

Contractor hourly rate trend for Tableau in England

Tableau
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Tableau in England over the 6 months to 19 November 2019.

Contractor 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 19 November 2019. 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 +25 553 £500 +8.11% 92
South East +72 155 £488 +8.33% 32
North of England +32 83 £400 -5.88% 24
Midlands +74 67 £425 +21.43% 18
West Midlands +71 55 £425 +6.25% 16
North West +16 53 £450 +9.09% 14
East of England +52 45 £450 -5.76% 13
South West -27 38 £445 +4.71% 11
Yorkshire +20 28 £379 -10.88% 9
East Midlands +13 12 £450 +38.46% 2
North East +18 2 £588 +30.56% 1
Tableau
UK

For the 6 months to 19 November 2019, 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.

1 571 (60.11%) SQL
1 571 (60.11%) Business Intelligence
2 414 (43.58%) Power BI
2 414 (43.58%) Power Platform
3 371 (39.05%) Visualisation
4 330 (34.74%) Analytics
5 302 (31.79%) Agile Software Development
6 246 (25.89%) SQL Server
7 245 (25.79%) Data Warehouse
8 237 (24.95%) Python
9 226 (23.79%) Data Visualisation
10 213 (22.42%) ETL
11 209 (22.00%) Analytical Skills
12 198 (20.84%) Finance
13 187 (19.68%) Microsoft Excel
14 186 (19.58%) Microsoft
15 171 (18.00%) Data Modelling
16 163 (17.16%) Azure
17 155 (16.32%) Data Analysis
18 143 (15.05%) SQL Server Analysis Services
19 127 (13.37%) Data Science
20 123 (12.95%) SQL Server Integration Services
21 117 (12.32%) AWS
22 116 (12.21%) QlikView
23 110 (11.58%) Big Data
24 109 (11.47%) SQL Server Reporting Services
25 95 (10.00%) Data Analytics
26 85 (8.95%) Degree
27 84 (8.84%) Hadoop
27 84 (8.84%) PowerShell

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 66 (6.95%) Apache Spark
2 60 (6.32%) SAS
3 27 (2.84%) Apache
3 27 (2.84%) SharePoint
4 24 (2.53%) Jupyter
5 14 (1.47%) Confluence
6 13 (1.37%) Elasticsearch
7 7 (0.74%) Apache Airflow
8 6 (0.63%) CMS
9 3 (0.32%) OpenStack
10 2 (0.21%) IBM Domino
10 2 (0.21%) SharePoint 2013
11 1 (0.11%) Apache Pig
11 1 (0.11%) Apache Solr
11 1 (0.11%) BizTalk Server
11 1 (0.11%) Luigi
11 1 (0.11%) Oracle Workflow
Applications
1 187 (19.68%) Microsoft Excel
2 25 (2.63%) Microsoft Office
2 25 (2.63%) Microsoft PowerPoint
3 12 (1.26%) SPSS
4 8 (0.84%) Microsoft Project
5 7 (0.74%) MS Visio
6 4 (0.42%) Spreadsheet
7 3 (0.32%) Stata
8 1 (0.11%) Chatbot
Business Applications
1 13 (1.37%) Salesforce.com CRM
2 10 (1.05%) Dynamics CRM
3 9 (0.95%) SAP ERP
4 5 (0.53%) Cognos Business Intelligence
5 3 (0.32%) Oracle EBS
5 3 (0.32%) Oracle Retail
6 2 (0.21%) SAP MM
6 2 (0.21%) Sparx Enterprise Architect
6 2 (0.21%) Sprinklr
6 2 (0.21%) WebTrends
7 1 (0.11%) Adobe Campaign
7 1 (0.11%) Dynamics NAV
7 1 (0.11%) Eloqua
7 1 (0.11%) Oracle FAH
7 1 (0.11%) PeopleSoft HCM
7 1 (0.11%) SAP Oil and Gas
Cloud Services
1 414 (43.58%) Power Platform
2 163 (17.16%) Azure
3 117 (12.32%) AWS
4 53 (5.58%) Azure Data Factory
5 33 (3.47%) GCP
6 24 (2.53%) Google Analytics
7 23 (2.42%) Amazon S3
8 22 (2.32%) PaaS
9 20 (2.11%) Azure Machine Learning
10 12 (1.26%) Adobe Analytics
11 11 (1.16%) Amazon Kinesis
11 11 (1.16%) Cloud Computing
11 11 (1.16%) Office 365
11 11 (1.16%) Serverless
12 10 (1.05%) Amazon EMR
13 8 (0.84%) AWS Lambda
13 8 (0.84%) IaaS
14 7 (0.74%) Salesforce Sales Cloud
15 6 (0.63%) Dynamics 365
15 6 (0.63%) GitHub
Communications & Networking
1 9 (0.95%) Internet
2 6 (0.63%) Intranet
3 4 (0.42%) Firewall
3 4 (0.42%) Wi-Fi
4 3 (0.32%) GPRS
4 3 (0.32%) GSM
4 3 (0.32%) HTTP
4 3 (0.32%) SSL
4 3 (0.32%) UMTS
5 2 (0.21%) Extranet
5 2 (0.21%) Telepresence
6 1 (0.11%) Kerberos
6 1 (0.11%) LAN
6 1 (0.11%) Skype
6 1 (0.11%) VPN
Database & Business Intelligence
1 414 (43.58%) Power BI
2 246 (25.89%) SQL Server
3 245 (25.79%) Data Warehouse
4 143 (15.05%) SQL Server Analysis Services
5 123 (12.95%) SQL Server Integration Services
6 116 (12.21%) QlikView
7 110 (11.58%) Big Data
8 109 (11.47%) SQL Server Reporting Services
9 84 (8.84%) Hadoop
10 81 (8.53%) Data Lake
11 56 (5.89%) OLAP
12 52 (5.47%) BusinessObjects
13 51 (5.37%) Relational Database
14 45 (4.74%) Amazon Redshift
15 42 (4.42%) Spotfire
16 37 (3.89%) Apache Hive
16 37 (3.89%) Microsoft Analysis Services
16 37 (3.89%) NoSQL
17 34 (3.58%) Data Mining
17 34 (3.58%) PostgreSQL
Development Applications
1 72 (7.58%) Git (software)
2 49 (5.16%) JIRA
3 33 (3.47%) TeamCity
4 29 (3.05%) Octopus Deploy
5 27 (2.84%) Visual Studio Team System
6 13 (1.37%) Jenkins
7 8 (0.84%) ERwin
8 7 (0.74%) Team Foundation Server
9 6 (0.63%) SQL Server Management Studio (SSMS)
9 6 (0.63%) Visual Studio
10 5 (0.53%) Vagrant
11 4 (0.42%) Atlassian Bamboo
12 3 (0.32%) Artifactory
12 3 (0.32%) Buildbot
12 3 (0.32%) Gerrit
12 3 (0.32%) GitLab
12 3 (0.32%) Robot Framework
13 2 (0.21%) Android Studio
13 2 (0.21%) Sonatype Nexus
13 2 (0.21%) webpack
General
1 198 (20.84%) Finance
2 59 (6.21%) Retail
3 56 (5.89%) Banking
4 47 (4.95%) Marketing
5 32 (3.37%) Public Sector
6 27 (2.84%) Telecoms
7 26 (2.74%) Investment Banking
8 24 (2.53%) Legal
9 22 (2.32%) Front Office
10 14 (1.47%) Pharmaceutical
10 14 (1.47%) Publishing
11 10 (1.05%) Manufacturing
12 7 (0.74%) Electronics
13 6 (0.63%) Advertising
13 6 (0.63%) Automotive
13 6 (0.63%) Games
13 6 (0.63%) Law
14 3 (0.32%) Back Office
14 3 (0.32%) Financial Institution
15 2 (0.21%) Local Government
Job Titles
1 346 (36.42%) Developer
2 286 (30.11%) Analyst
3 158 (16.63%) Data Analyst
4 149 (15.68%) Business Intelligence Developer
5 116 (12.21%) Tableau Developer
6 84 (8.84%) SQL Developer
7 72 (7.58%) Business Intelligence Analyst
8 64 (6.74%) Data Engineer
9 62 (6.53%) Architect
10 58 (6.11%) Tableau Analyst
11 53 (5.58%) SQL Analyst
12 51 (5.37%) Business Analyst
13 49 (5.16%) Data Architect
14 47 (4.95%) Power BI Developer
15 44 (4.63%) Data Scientist
16 42 (4.42%) Consultant
17 37 (3.89%) SQL BI Developer
18 35 (3.68%) Python Developer
19 32 (3.37%) SQL Data Analyst
20 29 (3.05%) ETL Developer
Libraries, Frameworks & Software Standards
1 42 (4.42%) .NET
2 34 (3.58%) XML
3 33 (3.47%) JSON
4 32 (3.37%) HTML
4 32 (3.37%) React
5 30 (3.16%) AngularJS
6 27 (2.84%) CSS
7 25 (2.63%) ASP.NET
8 24 (2.53%) Web Services
9 23 (2.42%) MDX
10 21 (2.21%) Kafka
10 21 (2.21%) Pandas
11 19 (2.00%) NumPy
12 18 (1.89%) PySpark
13 16 (1.68%) TensorFlow
14 15 (1.58%) scikit-learn
15 13 (1.37%) Keras
16 11 (1.16%) D3.js
17 9 (0.95%) REST
18 7 (0.74%) Node.js
Miscellaneous
1 209 (22.00%) Analytical Skills
2 32 (3.37%) Algorithms
3 30 (3.16%) Hedge funds
4 29 (3.05%) Self-Motivation
5 24 (2.53%) Greenfield Project
6 21 (2.21%) Data Structures
6 21 (2.21%) Management Information System
7 19 (2.00%) User Experience
8 18 (1.89%) NHS
9 16 (1.68%) Public Cloud
10 9 (0.95%) Equities
11 8 (0.84%) Analytical Mindset
11 8 (0.84%) Reference Data
11 8 (0.84%) Replication
11 8 (0.84%) Taxonomies
12 7 (0.74%) Fixed Income
12 7 (0.74%) Linked Data
13 6 (0.63%) Enterprise Software
13 6 (0.63%) Lidar
14 5 (0.53%) Mobile App
Operating Systems
1 20 (2.11%) Unix
2 14 (1.47%) Linux
3 7 (0.74%) Windows
4 3 (0.32%) Android
5 2 (0.21%) VMS
5 2 (0.21%) Windows 7
5 2 (0.21%) Windows Server
6 1 (0.11%) Apple iOS
6 1 (0.11%) Red Hat Enterprise Linux
Processes & Methodologies
1 571 (60.11%) Business Intelligence
2 371 (39.05%) Visualisation
3 330 (34.74%) Analytics
4 302 (31.79%) Agile Software Development
5 226 (23.79%) Data Visualisation
6 213 (22.42%) ETL
7 171 (18.00%) Data Modelling
8 155 (16.32%) Data Analysis
9 127 (13.37%) Data Science
10 95 (10.00%) Data Analytics
11 83 (8.74%) DevOps
12 80 (8.42%) Machine Learning
12 80 (8.42%) Problem-Solving
13 79 (8.32%) Migration
14 74 (7.79%) Stakeholder Management
15 68 (7.16%) Dashboard Development
15 68 (7.16%) Mathematics
16 58 (6.11%) Scrum
17 57 (6.00%) Computer Science
18 49 (5.16%) Project Management
Programming Languages
1 571 (60.11%) SQL
2 237 (24.95%) Python
3 84 (8.84%) PowerShell
4 77 (8.11%) R
5 74 (7.79%) C#
6 62 (6.53%) T-SQL
7 31 (3.26%) VBA
8 30 (3.16%) Java
9 28 (2.95%) Data Analysis Expressions (DAX)
9 28 (2.95%) JavaScript
10 27 (2.84%) Scala
11 18 (1.89%) PL/SQL
12 17 (1.79%) Bash Shell
13 9 (0.95%) Shell Script
14 8 (0.84%) Ruby
15 6 (0.63%) Perl
16 5 (0.53%) C
16 5 (0.53%) PHP
17 4 (0.42%) MATLAB
18 3 (0.32%) C++
Qualifications
1 85 (8.95%) Degree
2 28 (2.95%) Security Cleared
3 27 (2.84%) PhD
4 14 (1.47%) SC Cleared
5 13 (1.37%) Numerate Degree
6 11 (1.16%) BPSS Clearance
6 11 (1.16%) Master's Degree
7 10 (1.05%) Computer Science Degree
8 7 (0.74%) PMI Certification
9 6 (0.63%) ACCA
9 6 (0.63%) CIMA
9 6 (0.63%) DV Cleared
9 6 (0.63%) Postgraduate
10 5 (0.53%) PMP
11 4 (0.42%) (ISC)2 CCSP
11 4 (0.42%) Cisco Certification
11 4 (0.42%) CISSP
11 4 (0.42%) CSSLP
11 4 (0.42%) ISSAP
12 3 (0.32%) CFA
Quality Assurance & Compliance
1 65 (6.84%) Data Quality
2 31 (3.26%) QA
3 11 (1.16%) PMO
4 6 (0.63%) MiFID
5 5 (0.53%) EMIR
5 5 (0.53%) ISO/IEC 27001
6 4 (0.42%) Disclosure Scotland
7 3 (0.32%) GDPR
8 1 (0.11%) HL7
8 1 (0.11%) SLA
System Software
1 16 (1.68%) HDFS
2 14 (1.47%) Docker
3 3 (0.32%) VMware Infrastructure
4 2 (0.21%) Apache Flume
5 1 (0.11%) Apache ZooKeeper
5 1 (0.11%) Oracle RAC
5 1 (0.11%) Postfix
5 1 (0.11%) Virtual Machines
Systems Management
1 13 (1.37%) Hadoop YARN
1 13 (1.37%) Puppet
2 12 (1.26%) Opscode Chef
3 10 (1.05%) Control-M
4 6 (0.63%) Ansible
5 5 (0.53%) Kubernetes
6 4 (0.42%) Terraform
7 3 (0.32%) Matomo
8 2 (0.21%) Ambari
8 2 (0.21%) Nessus
8 2 (0.21%) Salt
9 1 (0.11%) Oozie
9 1 (0.11%) Suricata
9 1 (0.11%) yum
Vendors
1 186 (19.58%) Microsoft
2 77 (8.11%) MicroStrategy
3 66 (6.95%) Alteryx
4 65 (6.84%) Oracle
5 64 (6.74%) Cognos
6 55 (5.79%) SAP
7 53 (5.58%) Google
8 35 (3.68%) Informatica
9 32 (3.37%) Salesforce.com
10 25 (2.63%) Talend
11 24 (2.53%) Databricks
12 22 (2.32%) Teradata
13 21 (2.21%) Cloudera
14 16 (1.68%) Adobe
15 11 (1.16%) Ab Initio
15 11 (1.16%) IBM
16 10 (1.05%) Hortonworks
16 10 (1.05%) Palantir
17 8 (0.84%) Splunk
18 7 (0.74%) Foundry