Period
to 20 January 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 20 January 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
20 Jan 2019
Same period 2018 Same period 2017
Rank 247 237 312
Rank change year-on-year -10 +75 +58
Contract jobs citing Tableau 963 1,048 706
As % of all contract IT jobs advertised in England 1.07% 1.14% 0.78%
As % of the Vendors category 2.54% 2.71% 1.74%
Number of daily rates quoted 653 760 477
England median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% -5.71%
10th Percentile £313 £300 £272
90th Percentile £600 £613 £588
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% -5.71%
Number of hourly rates quoted 11 17 8
England median hourly rate £25.00 £34.50 £26.00
Median hourly rate % change year-on-year -27.54% +32.69% -21.80%
10th Percentile £17.00 £21.05 £20.39
90th Percentile £43.75 £39.25 £33.75
UK median hourly rate £24.80 £34.50 £26.00
% change year-on-year -28.12% +32.69% -21.80%

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 37,940 38,672 40,520
As % of all contract IT jobs advertised in England 42.23% 42.24% 45.05%
Number of daily rates quoted 23,768 24,576 25,093
England median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +4.94%
10th Percentile £260 £239 £250
90th Percentile £638 £625 £594
UK median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 1,359 1,264 1,485
England median hourly rate £17.50 £17.50 £17.50
10th Percentile £10.75 £10.75 £10.25
90th Percentile £47.50 £45.18 £45.00
UK median hourly rate £17.50 £17.43 £17.00
% change year-on-year +0.40% +2.53% -5.56%

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 20 January 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 20 January 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 20 January 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 +5 616 £475 +5.56% 176
South East -35 124 £475 +18.75% 40
North of England -14 94 £425 +6.25% 49
South West -54 50 £425 +2.10% 14
Yorkshire -14 49 £425 +12.58% 26
North West 0 42 £400 -11.11% 21
Midlands -28 41 £350 -12.83% 25
East of England +10 38 £463 +23.33% 26
West Midlands -40 21 £350 -12.50% 15
East Midlands 0 20 £325 -20.49% 10
North East -3 5 £450 -26.23% 2
Tableau
UK

For the 6 months to 20 January 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.

1 556 (57.74%) SQL
2 517 (53.69%) Business Intelligence
3 350 (36.34%) Visualisation
4 287 (29.80%) Analytics
5 285 (29.60%) Power BI
6 257 (26.69%) Finance
7 248 (25.75%) Data Warehouse
8 225 (23.36%) SQL Server
9 215 (22.33%) Agile Software Development
10 199 (20.66%) Data Visualisation
11 195 (20.25%) ETL
11 195 (20.25%) Python
12 188 (19.52%) Analytical Skills
13 180 (18.69%) SQL Server Integration Services
14 175 (18.17%) Microsoft Excel
14 175 (18.17%) Data Modelling
15 170 (17.65%) Big Data
16 168 (17.45%) Data Analysis
17 149 (15.47%) SQL Server Reporting Services
18 141 (14.64%) Hadoop
19 139 (14.43%) Microsoft Azure
20 130 (13.50%) Amazon AWS
20 130 (13.50%) Data Science
21 129 (13.40%) Microsoft
22 122 (12.67%) QlikView
23 105 (10.90%) R
24 90 (9.35%) Problem-Solving
25 83 (8.62%) Oracle
26 81 (8.41%) SQL Server Analysis Services
26 81 (8.41%) Data Analytics

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 65 (6.75%) Apache Spark
2 62 (6.44%) SAS
3 17 (1.77%) Apache Solr
4 16 (1.66%) SharePoint
5 15 (1.56%) Jupyter
6 12 (1.25%) Apache
7 10 (1.04%) Elasticsearch
8 7 (0.73%) Confluence
9 4 (0.42%) SharePoint 2013
10 3 (0.31%) ArcGIS
10 3 (0.31%) CMS
11 2 (0.21%) Appian
11 2 (0.21%) BizTalk Server
11 2 (0.21%) K2 blackpearl
11 2 (0.21%) Oracle SOA Suite
12 1 (0.10%) Apache Pig
12 1 (0.10%) OpenStack
Applications
1 175 (18.17%) Microsoft Excel
2 37 (3.84%) Microsoft PowerPoint
3 31 (3.22%) Microsoft Office
4 13 (1.35%) Spreadsheet
5 9 (0.93%) SPSS
6 4 (0.42%) MS Visio
7 3 (0.31%) Microsoft Project
8 2 (0.21%) Chatbot
8 2 (0.21%) Stata
9 1 (0.10%) Adobe Creative Suite
9 1 (0.10%) NUKE
9 1 (0.10%) SOLIDWORKS
Business Applications
1 6 (0.62%) Cognos Business Intelligence
2 4 (0.42%) Dynamics AX
2 4 (0.42%) Dynamics CRM
3 3 (0.31%) Cognos TM1
3 3 (0.31%) Workfront
4 2 (0.21%) FastStats
4 2 (0.21%) HFM
4 2 (0.21%) Hyperion Planning
4 2 (0.21%) Oracle ERP
5 1 (0.10%) Actimize
5 1 (0.10%) Dynamics NAV
5 1 (0.10%) Maximo
5 1 (0.10%) NetSuite
5 1 (0.10%) Oracle AML
5 1 (0.10%) Oracle Financials
5 1 (0.10%) Salesforce.com CRM
5 1 (0.10%) SAP BPC
5 1 (0.10%) SAP Oil and Gas
Cloud Services
1 139 (14.43%) Microsoft Azure
2 130 (13.50%) Amazon AWS
3 49 (5.09%) Google Cloud Platform
4 27 (2.80%) Amazon S3
5 25 (2.60%) Azure Data Factory
6 23 (2.39%) Google Analytics
7 18 (1.87%) Adobe Analytics
8 15 (1.56%) PaaS
9 12 (1.25%) Amazon EC2
9 12 (1.25%) GitHub
10 11 (1.14%) Cloud Computing
11 9 (0.93%) AWS Lambda
11 9 (0.93%) IaaS
11 9 (0.93%) Serverless
12 8 (0.83%) Google Tag Manager
13 7 (0.73%) Amazon EMR
13 7 (0.73%) Azure Machine Learning
14 6 (0.62%) Office 365
14 6 (0.62%) SaaS
15 5 (0.52%) AWS Elastic Beanstalk
Communications & Networking
1 12 (1.25%) Kerberos
2 10 (1.04%) VPN
3 8 (0.83%) Firewall
3 8 (0.83%) SSL
4 6 (0.62%) HTTP
4 6 (0.62%) HTTPS
5 4 (0.42%) SMS
6 3 (0.31%) CTI
6 3 (0.31%) PBX
7 2 (0.21%) Broadband
8 1 (0.10%) Internet
8 1 (0.10%) WebEx
Database & Business Intelligence
1 285 (29.60%) Power BI
2 248 (25.75%) Data Warehouse
3 225 (23.36%) SQL Server
4 180 (18.69%) SQL Server Integration Services
5 170 (17.65%) Big Data
6 149 (15.47%) SQL Server Reporting Services
7 141 (14.64%) Hadoop
8 122 (12.67%) QlikView
9 81 (8.41%) SQL Server Analysis Services
10 74 (7.68%) Relational Database
11 71 (7.37%) BusinessObjects
12 56 (5.82%) Apache Hive
13 53 (5.50%) Data Lake
14 49 (5.09%) Amazon Redshift
15 40 (4.15%) NoSQL
16 37 (3.84%) Spotfire
17 36 (3.74%) BigQuery
18 30 (3.12%) HBase
19 29 (3.01%) Impala
20 24 (2.49%) MySQL
Development Applications
1 31 (3.22%) JIRA
2 21 (2.18%) Git (software)
2 21 (2.18%) Jenkins
3 16 (1.66%) Team Foundation Server
4 10 (1.04%) Bitbucket
4 10 (1.04%) Subversion
4 10 (1.04%) Visual Studio
5 6 (0.62%) RStudio
5 6 (0.62%) SQL Server Management Studio (SSMS)
5 6 (0.62%) TeamCity
6 5 (0.52%) Axure RP
6 5 (0.52%) Balsamiq Mockups
6 5 (0.52%) Octopus Deploy
6 5 (0.52%) ProC
7 4 (0.42%) Visual Studio Team System
8 3 (0.31%) ERwin
8 3 (0.31%) GitLab
9 2 (0.21%) Hudson
9 2 (0.21%) Maven
9 2 (0.21%) Mercurial
General
1 257 (26.69%) Finance
2 67 (6.96%) Marketing
3 66 (6.85%) Banking
4 51 (5.30%) Retail
5 34 (3.53%) Telecoms
6 33 (3.43%) Legal
7 32 (3.32%) Front Office
8 25 (2.60%) Investment Banking
9 19 (1.97%) Pharmaceutical
10 18 (1.87%) Back Office
11 17 (1.77%) Financial Institution
11 17 (1.77%) Publishing
12 11 (1.14%) Advertising
13 7 (0.73%) Games
14 6 (0.62%) Electronics
15 5 (0.52%) Law
15 5 (0.52%) Manufacturing
16 4 (0.42%) Automotive
16 4 (0.42%) Retail Banking
17 1 (0.10%) Corporate Banking
Job Titles
1 334 (34.68%) Developer
2 284 (29.49%) Analyst
3 138 (14.33%) Data Analyst
4 110 (11.42%) Tableau Developer
5 84 (8.72%) Business Intelligence Developer
6 79 (8.20%) Consultant
7 65 (6.75%) SQL Developer
8 56 (5.82%) Architect
9 55 (5.71%) Data Engineer
10 53 (5.50%) Business Intelligence Analyst
11 49 (5.09%) SQL Analyst
12 46 (4.78%) Business Analyst
13 42 (4.36%) Senior Analyst
14 39 (4.05%) Data Architect
15 36 (3.74%) SQL Data Analyst
16 35 (3.63%) Data Scientist
17 29 (3.01%) Tableau Consultant
18 27 (2.80%) Tableau Analyst
19 21 (2.18%) Senior Developer
19 21 (2.18%) SSIS Developer
Libraries, Frameworks & Software Standards
1 34 (3.53%) Kafka
2 32 (3.32%) Web Services
3 27 (2.80%) .NET
4 24 (2.49%) Pandas
5 21 (2.18%) NumPy
6 18 (1.87%) PySpark
7 17 (1.77%) scikit-learn
8 16 (1.66%) HTML
9 15 (1.56%) AngularJS
9 15 (1.56%) React
9 15 (1.56%) XML
10 12 (1.25%) D3.js
11 11 (1.14%) ASP.NET
11 11 (1.14%) TensorFlow
12 10 (1.04%) jQuery
12 10 (1.04%) Natural Language Processing
13 9 (0.93%) FIX Protocol
13 9 (0.93%) JSON
13 9 (0.93%) Oracle GoldenGate
14 8 (0.83%) MDX
Miscellaneous
1 188 (19.52%) Analytical Skills
2 37 (3.84%) Algorithms
2 37 (3.84%) Data Structures
2 37 (3.84%) Greenfield Project
3 32 (3.32%) Management Information System
4 27 (2.80%) Equities
5 22 (2.28%) User Experience
6 21 (2.18%) Enterprise Software
7 20 (2.08%) Self-Motivation
8 18 (1.87%) NHS
9 14 (1.45%) Fixed Income
10 12 (1.25%) Linked Data
10 12 (1.25%) Virtual Team
11 10 (1.04%) Fintech
11 10 (1.04%) FMCG
11 10 (1.04%) Taxonomies
12 8 (0.83%) Replication
13 7 (0.73%) Mobile App
14 6 (0.62%) Grid Computing
14 6 (0.62%) Public Cloud
Operating Systems
1 34 (3.53%) Linux
2 8 (0.83%) Unix
3 7 (0.73%) Windows
4 2 (0.21%) Windows Server
5 1 (0.10%) Android
5 1 (0.10%) Oracle Linux
5 1 (0.10%) Windows 10
Processes & Methodologies
1 517 (53.69%) Business Intelligence
2 350 (36.34%) Visualisation
3 287 (29.80%) Analytics
4 215 (22.33%) Agile Software Development
5 199 (20.66%) Data Visualisation
6 195 (20.25%) ETL
7 175 (18.17%) Data Modelling
8 168 (17.45%) Data Analysis
9 130 (13.50%) Data Science
10 90 (9.35%) Problem-Solving
11 81 (8.41%) Data Analytics
12 73 (7.58%) Dashboard Development
13 70 (7.27%) Scrum
14 64 (6.65%) Data Management
15 62 (6.44%) DevOps
16 57 (5.92%) Machine Learning
17 56 (5.82%) Asset Management
18 54 (5.61%) Project Management
19 53 (5.50%) Mathematics
20 52 (5.40%) E-Commerce
Programming Languages
1 556 (57.74%) SQL
2 195 (20.25%) Python
3 105 (10.90%) R
4 74 (7.68%) T-SQL
5 66 (6.85%) Java
6 63 (6.54%) VBA
7 45 (4.67%) JavaScript
8 39 (4.05%) C#
9 31 (3.22%) PowerShell
9 31 (3.22%) Scala
10 26 (2.70%) Bash Shell
11 16 (1.66%) Perl
12 15 (1.56%) C++
12 15 (1.56%) VB
13 11 (1.14%) Ruby
14 9 (0.93%) Go
14 9 (0.93%) MATLAB
15 7 (0.73%) Java 8
15 7 (0.73%) PL/SQL
16 6 (0.62%) PHP
Qualifications
1 70 (7.27%) Degree
2 25 (2.60%) Security Cleared
3 10 (1.04%) PhD
4 8 (0.83%) Numerate Degree
4 8 (0.83%) SC Cleared
5 6 (0.62%) DV Cleared
6 5 (0.52%) PMI Certification
7 4 (0.42%) BC Cleared
7 4 (0.42%) BPSS Clearance
7 4 (0.42%) Master's Degree
7 4 (0.42%) MBA
8 3 (0.31%) ACCA
8 3 (0.31%) Computer Science Degree
9 2 (0.21%) CEH
9 2 (0.21%) CIMA
9 2 (0.21%) MOS
10 1 (0.10%) CCA
10 1 (0.10%) ISEB
10 1 (0.10%) Microsoft Certification
10 1 (0.10%) PMP
Quality Assurance & Compliance
1 58 (6.02%) Data Quality
2 29 (3.01%) QA
3 12 (1.25%) GDPR
4 6 (0.62%) ISO/IEC 27001
5 5 (0.52%) CDISC
6 4 (0.42%) Disclosure Scotland
6 4 (0.42%) EMIR
6 4 (0.42%) MiFID
6 4 (0.42%) PMO
7 3 (0.31%) Actionable Recommendations
8 1 (0.10%) Basel III
8 1 (0.10%) GAMP
8 1 (0.10%) IFRS
8 1 (0.10%) IFRS 9
8 1 (0.10%) Sarbanes-Oxley
8 1 (0.10%) SLA
8 1 (0.10%) Solvency II
System Software
1 29 (3.01%) HDFS
2 19 (1.97%) Apache Flume
3 10 (1.04%) Docker
4 5 (0.52%) Active Directory
5 4 (0.42%) Apache ZooKeeper
6 2 (0.21%) Virtual Machines
7 1 (0.10%) Microsoft App-V
Systems Management
1 25 (2.60%) Hadoop YARN
2 17 (1.77%) Oozie
3 16 (1.66%) Ansible
3 16 (1.66%) Terraform
4 11 (1.14%) Ambari
5 7 (0.73%) Kubernetes
5 7 (0.73%) Opscode Chef
5 7 (0.73%) Single Sign-On
6 6 (0.62%) Puppet
7 4 (0.42%) Prometheus
7 4 (0.42%) Salt
8 2 (0.21%) Docker Swarm
8 2 (0.21%) Kibana
8 2 (0.21%) RSA Archer
9 1 (0.10%) Control-M
9 1 (0.10%) Mesos
9 1 (0.10%) Nagios
9 1 (0.10%) Packer
Vendors
1 129 (13.40%) Microsoft
2 83 (8.62%) Oracle
3 77 (8.00%) Google
4 63 (6.54%) Alteryx
5 52 (5.40%) Cognos
6 48 (4.98%) SAP
7 41 (4.26%) Cloudera
8 32 (3.32%) MicroStrategy
9 26 (2.70%) Informatica
10 25 (2.60%) Salesforce.com
11 22 (2.28%) Adobe
12 20 (2.08%) Hortonworks
12 20 (2.08%) Talend
13 19 (1.97%) Teradata
14 18 (1.87%) Reuters
15 15 (1.56%) IBM
16 11 (1.14%) RedGate
17 10 (1.04%) Omniture
18 9 (0.93%) ServiceNow
19 8 (0.83%) GoldenSource