The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Spotfire skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Spotfire over the 3 months to 22 June 2017 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.

TIBCO Spotfire
UK / England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 583 616 589
Rank change year-on-year +33 -27  
Contract jobs citing Spotfire 7 21 33
As % of all contract IT jobs advertised in England 0.016% 0.042% 0.065%
As % of the Database & Business Intelligence category 0.072% 0.19% 0.27%
Number of daily rates quoted 5 17 20
Median daily rate £435 £450 £488
Median daily rate % change year-on-year -3.33% -7.69%  
90% offered a daily rate of more than £417 £367 £365
10% offered a daily rate of more than £658 £575 £580
UK excluding London median daily rate £445 £575 £400
% change year-on-year -22.60% +43.75%  
Number of hourly rates quoted 0 0 3
Median hourly rate - - £80.00
UK excluding London median hourly rate - - -

Spotfire is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9688 10787 12089
As % of all contract IT job vacancies advertised in England 22.51% 21.78% 23.64%
Number of daily rates quoted 6406 7417 8029
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £351
% change year-on-year +3.22% +10.55%  
Number of hourly rates quoted 136 171 181
Median hourly rate £31.00 £31.59 £26.00
Median hourly rate % change year-on-year -1.85% +21.48%  
90% offered a hourly rate of more than £12.45 £12.85 £15.33
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £31.27 £26.75
% change year-on-year +21.52% +16.89%  

Spotfire
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Spotfire as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Spotfire in England

Spotfire
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Spotfire in England

Spotfire
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Spotfire in England over the 3 months to 22 June 2017.

Contractor daily rate histogram for Spotfire in England

Spotfire
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Spotfire in England

Spotfire
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 Spotfire within the England region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South East +20 4 £435 -24.34%
London +3 2 £603 +46.06% 13
East Midlands -9 1 - -
Spotfire
UK

For the 6 months to 22 June 2017, IT contractor jobs citing Spotfire also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Spotfire.

1 33 (62.26%) Tableau
2 28 (52.83%) Business Intelligence
3 24 (45.28%) Analytics
4 22 (41.51%) Visualisation
5 21 (39.62%) SQL
6 20 (37.74%) Python
7 19 (35.85%) QlikView
8 18 (33.96%) R
9 16 (30.19%) Finance
9 16 (30.19%) TIBCO
10 15 (28.30%) SQL Server
10 15 (28.30%) Hadoop
11 14 (26.42%) SAS
11 14 (26.42%) MicroStrategy
12 13 (24.53%) Microsoft
12 13 (24.53%) Oracle
12 13 (24.53%) Cognos
12 13 (24.53%) Data Warehouse
12 13 (24.53%) Dashboard Development
13 12 (22.64%) ETL
14 11 (20.75%) Data Modelling
14 11 (20.75%) SPSS
14 11 (20.75%) Data Analytics
15 10 (18.87%) SAP
16 9 (16.98%) Data Management
16 9 (16.98%) Statistical Analysis
16 9 (16.98%) Scala
16 9 (16.98%) Machine Learning
17 8 (15.09%) Data Visualisation
17 8 (15.09%) Computer Science

Spotfire
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 14 (26.42%) SAS
2 7 (13.21%) Apache Spark
3 4 (7.55%) Apache Pig
4 2 (3.77%) Oracle SOA Suite
4 2 (3.77%) SharePoint
5 1 (1.89%) ArcGIS
5 1 (1.89%) ArcSDE
5 1 (1.89%) CMS
5 1 (1.89%) GeoServer
5 1 (1.89%) IIS
5 1 (1.89%) SharePoint 2010
5 1 (1.89%) Tomcat
Applications
1 11 (20.75%) SPSS
2 6 (11.32%) Microsoft Excel
3 2 (3.77%) Spreadsheet
4 1 (1.89%) InfoPath
4 1 (1.89%) Simulink
Business Applications
1 3 (5.66%) SAP MDG
1 3 (5.66%) SAP MDM
2 1 (1.89%) Oracle BPM
2 1 (1.89%) SAP Oil and Gas
Cloud Services
1 2 (3.77%) Amazon AWS
Communications & Networking
1 1 (1.89%) Internet
1 1 (1.89%) Intranet
1 1 (1.89%) LDAP
Database & Business Intelligence
1 19 (35.85%) QlikView
2 15 (28.30%) Hadoop
2 15 (28.30%) SQL Server
3 13 (24.53%) Data Warehouse
4 8 (15.09%) Relational Database
5 7 (13.21%) Big Data
5 7 (13.21%) Power BI
6 6 (11.32%) BusinessObjects
7 5 (9.43%) Apache Hive
7 5 (9.43%) MySQL
7 5 (9.43%) Oracle Reports
7 5 (9.43%) Pentaho
7 5 (9.43%) SAP HANA
7 5 (9.43%) SQL Server Integration Services
8 4 (7.55%) DataStage
8 4 (7.55%) DB2
8 4 (7.55%) SAP BW
8 4 (7.55%) SAS EBI
9 3 (5.66%) PowerCenter
9 3 (5.66%) RDBMS
Development Applications
1 6 (11.32%) Talend Open Studio
2 3 (5.66%) Visual Studio
3 1 (1.89%) Git (software)
3 1 (1.89%) Oracle APEX
3 1 (1.89%) Subversion
3 1 (1.89%) Team Foundation Server
General
1 16 (30.19%) Finance
2 3 (5.66%) Pharmaceutical
2 3 (5.66%) Telecoms
3 2 (3.77%) Financial Institution
3 2 (3.77%) Manufacturing
3 2 (3.77%) Retail
4 1 (1.89%) Banking
4 1 (1.89%) Legal
4 1 (1.89%) Publishing
Job Titles
1 18 (33.96%) Consultant
2 9 (16.98%) Analyst
3 8 (15.09%) Data Scientist
3 8 (15.09%) Developer
4 6 (11.32%) Analytics Consultant
5 5 (9.43%) Machine Learning Consultant
6 4 (7.55%) Architect
6 4 (7.55%) Data Analyst
6 4 (7.55%) Data Warehouse Developer
6 4 (7.55%) Junior
6 4 (7.55%) Junior Consultant
7 3 (5.66%) Business Intelligence Architect
7 3 (5.66%) Business Intelligence Consultant
7 3 (5.66%) Business Intelligence Developer
7 3 (5.66%) ETL Developer
7 3 (5.66%) Report Analyst
7 3 (5.66%) SAP Consultant
7 3 (5.66%) SAP HANA Consultant
7 3 (5.66%) Spotfire Consultant
7 3 (5.66%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (11.32%) D3.js
2 5 (9.43%) Natural Language Processing
3 4 (7.55%) .NET
4 3 (5.66%) Web Services
4 3 (5.66%) XML
5 1 (1.89%) .NET Framework
5 1 (1.89%) ASP.NET
5 1 (1.89%) CAML
5 1 (1.89%) CSS
5 1 (1.89%) HTML
5 1 (1.89%) PostGIS
5 1 (1.89%) REST
5 1 (1.89%) XSLT
Miscellaneous
1 8 (15.09%) Computer Science
2 7 (13.21%) Analytical Skills
3 2 (3.77%) Fintech
3 2 (3.77%) Life Science
4 1 (1.89%) Algorithms
4 1 (1.89%) Credit Risk
4 1 (1.89%) Data Structures
4 1 (1.89%) Fixed Income
4 1 (1.89%) Foreign Exchange (FX)
4 1 (1.89%) Management Information System
4 1 (1.89%) Social Network
4 1 (1.89%) Taxonomies
4 1 (1.89%) Virtual Team
Operating Systems
1 1 (1.89%) Unix
1 1 (1.89%) Windows
1 1 (1.89%) Windows Server
1 1 (1.89%) Windows Server 2012
Processes & Methodologies
1 28 (52.83%) Business Intelligence
2 24 (45.28%) Analytics
3 22 (41.51%) Visualisation
4 13 (24.53%) Dashboard Development
5 12 (22.64%) ETL
6 11 (20.75%) Data Analytics
6 11 (20.75%) Data Modelling
7 9 (16.98%) Data Management
7 9 (16.98%) Machine Learning
7 9 (16.98%) Statistical Analysis
8 8 (15.09%) Data Analysis
8 8 (15.09%) Data Visualisation
8 8 (15.09%) Performance Tuning
8 8 (15.09%) Statistics
9 6 (11.32%) Mathematics
10 5 (9.43%) Applied Mathematics
10 5 (9.43%) Artificial Intelligence
10 5 (9.43%) Open Source
10 5 (9.43%) People Management
10 5 (9.43%) SDLC
Programming Languages
1 21 (39.62%) SQL
2 20 (37.74%) Python
3 18 (33.96%) R
4 9 (16.98%) Scala
5 5 (9.43%) Java
5 5 (9.43%) PL/SQL
6 4 (7.55%) JavaScript
7 3 (5.66%) C#
8 2 (3.77%) T-SQL
8 2 (3.77%) VBA
9 1 (1.89%) C
9 1 (1.89%) MATLAB
9 1 (1.89%) Perl
9 1 (1.89%) PowerShell
9 1 (1.89%) VB.NET
Qualifications
1 8 (15.09%) Degree
2 5 (9.43%) PhD
3 2 (3.77%) Computer Science Degree
4 1 (1.89%) CFA
4 1 (1.89%) SC Cleared
4 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 6 (11.32%) Data Quality
System Software
1 2 (3.77%) Active Directory
1 2 (3.77%) Apache Flume
Vendors
1 33 (62.26%) Tableau
2 16 (30.19%) TIBCO
3 14 (26.42%) MicroStrategy
4 13 (24.53%) Cognos
4 13 (24.53%) Microsoft
4 13 (24.53%) Oracle
5 10 (18.87%) SAP
6 8 (15.09%) IBM
7 6 (11.32%) Talend
8 4 (7.55%) Informatica
8 4 (7.55%) Netezza
8 4 (7.55%) Teradata
8 4 (7.55%) Vertica
9 3 (5.66%) RapidMiner
10 2 (3.77%) Alteryx
10 2 (3.77%) Embarcadero
11 1 (1.89%) Ab Initio
11 1 (1.89%) ESRI
11 1 (1.89%) Hyperion
11 1 (1.89%) MapR