The following table provides summary statistics for contract job vacancies 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 24 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
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 588 620 602
Rank change year-on-year +32 -18  
Contract jobs citing Spotfire 13 24 44
As % of all contract IT jobs advertised in the UK 0.028% 0.045% 0.078%
As % of the Database & Business Intelligence category 0.13% 0.20% 0.33%
Number of daily rates quoted 7 20 24
Median daily rate £445 £444 £488
Median daily rate % change year-on-year +0.28% -8.97%  
90% offered a daily rate of more than £423 £365 £365
10% offered a daily rate of more than £650 £575 £575
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 with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10382 11757 13183
As % of all contract IT job vacancies advertised in the UK 22.44% 21.86% 23.50%
Number of daily rates quoted 6788 7965 8622
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 £275
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 142 195 185
Median hourly rate £31.50 £31.27 £26.75
Median hourly rate % change year-on-year +0.73% +16.89%  
90% offered a hourly rate of more than £13.20 £12.00 £15.35
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £31.00 £26.00
% change year-on-year +22.58% +19.23%  

Spotfire
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Spotfire
Contractor Daily Rate Trend

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

Contractor daily rate trend for Spotfire in the UK

Spotfire
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Spotfire over the 3 months to 24 June 2017.

Contractor daily rate histogram for Spotfire in the UK

Spotfire
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Spotfire in the UK

Spotfire
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Spotfire within the UK over the 3 months to 24 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
England +35 7 £435 -4.91% 16
Scotland +49 6 £525 +32.91%
Edinburgh +22 6 £525 +32.91%
South East +30 4 £435 -24.34%
Surrey +2 4 £435 -24.34%
Sunbury-on-Thames - 3 £435 -
London +2 2 £603 +41.76% 13
City of London -1 1 £800 +100.00% 3
Nottingham - 1 - -
Nottinghamshire - 1 - -
East Midlands - 1 - -

For the 6 months to 24 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 with a requirement for Spotfire.

1 40 (66.67%) Tableau
2 31 (51.67%) Analytics
3 28 (46.67%) Business Intelligence
4 26 (43.33%) QlikView
5 25 (41.67%) Python
6 24 (40.00%) SQL
6 24 (40.00%) Visualisation
7 23 (38.33%) Finance
8 21 (35.00%) SAS
9 20 (33.33%) R
10 16 (26.67%) TIBCO
10 16 (26.67%) Machine Learning
11 15 (25.00%) Hadoop
11 15 (25.00%) Statistics
11 15 (25.00%) SQL Server
12 14 (23.33%) MicroStrategy
13 13 (21.67%) Microsoft
13 13 (21.67%) Oracle
13 13 (21.67%) Cognos
13 13 (21.67%) Data Warehouse
13 13 (21.67%) Mathematics
13 13 (21.67%) Dashboard Development
14 12 (20.00%) Analytical Skills
14 12 (20.00%) Applied Mathematics
14 12 (20.00%) Statistical Analysis
14 12 (20.00%) PhD
14 12 (20.00%) ETL
15 11 (18.33%) Data Modelling
15 11 (18.33%) SPSS
15 11 (18.33%) Data Analysis

Spotfire
Co-occurring IT Skills 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 21 (35.00%) SAS
2 7 (11.67%) Apache Spark
3 4 (6.67%) Apache Pig
4 2 (3.33%) Oracle SOA Suite
4 2 (3.33%) SharePoint
5 1 (1.67%) ArcGIS
5 1 (1.67%) ArcSDE
5 1 (1.67%) CMS
5 1 (1.67%) GeoServer
5 1 (1.67%) IIS
5 1 (1.67%) SharePoint 2010
5 1 (1.67%) Tomcat
Applications
1 11 (18.33%) SPSS
2 6 (10.00%) Microsoft Excel
3 2 (3.33%) Spreadsheet
4 1 (1.67%) InfoPath
4 1 (1.67%) Simulink
Business Applications
1 3 (5.00%) SAP MDG
1 3 (5.00%) SAP MDM
2 1 (1.67%) Oracle BPM
2 1 (1.67%) SAP Oil and Gas
Cloud Services
1 2 (3.33%) Amazon AWS
Communications & Networking
1 1 (1.67%) Internet
1 1 (1.67%) Intranet
1 1 (1.67%) LDAP
Database & Business Intelligence
1 26 (43.33%) QlikView
2 15 (25.00%) Hadoop
2 15 (25.00%) SQL Server
3 13 (21.67%) Data Warehouse
4 8 (13.33%) Big Data
4 8 (13.33%) Relational Database
5 7 (11.67%) Power BI
6 6 (10.00%) BusinessObjects
7 5 (8.33%) Apache Hive
7 5 (8.33%) MySQL
7 5 (8.33%) Oracle Reports
7 5 (8.33%) Pentaho
7 5 (8.33%) SAP HANA
7 5 (8.33%) SQL Server Integration Services
8 4 (6.67%) DataStage
8 4 (6.67%) DB2
8 4 (6.67%) SAP BW
8 4 (6.67%) SAS EBI
9 3 (5.00%) Oracle Database
9 3 (5.00%) SAS Visual Analytics
Development Applications
1 6 (10.00%) Talend Open Studio
2 3 (5.00%) Visual Studio
3 1 (1.67%) Git (software)
3 1 (1.67%) Oracle APEX
3 1 (1.67%) Subversion
3 1 (1.67%) Team Foundation Server
General
1 23 (38.33%) Finance
2 3 (5.00%) Pharmaceutical
2 3 (5.00%) Telecoms
3 2 (3.33%) Financial Institution
3 2 (3.33%) Manufacturing
3 2 (3.33%) Retail
4 1 (1.67%) Banking
4 1 (1.67%) Legal
4 1 (1.67%) Publishing
Job Titles
1 19 (31.67%) Consultant
2 13 (21.67%) Analyst
3 8 (13.33%) Data Scientist
3 8 (13.33%) Developer
4 7 (11.67%) Analytics Consultant
5 5 (8.33%) Machine Learning Consultant
6 4 (6.67%) Architect
6 4 (6.67%) Data Analyst
6 4 (6.67%) Data Warehouse Developer
6 4 (6.67%) Junior
6 4 (6.67%) Junior Consultant
7 3 (5.00%) Business Intelligence Consultant
7 3 (5.00%) Business Intelligence Developer
7 3 (5.00%) ETL Developer
7 3 (5.00%) Report Analyst
7 3 (5.00%) Risk Analyst
7 3 (5.00%) SAP Consultant
7 3 (5.00%) SAP HANA Consultant
7 3 (5.00%) Spotfire Consultant
7 3 (5.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (10.00%) D3.js
2 5 (8.33%) Natural Language Processing
3 4 (6.67%) .NET
4 3 (5.00%) Web Services
4 3 (5.00%) XML
5 1 (1.67%) .NET Framework
5 1 (1.67%) ASP.NET
5 1 (1.67%) CAML
5 1 (1.67%) CSS
5 1 (1.67%) HTML
5 1 (1.67%) PostGIS
5 1 (1.67%) REST
5 1 (1.67%) XSLT
Miscellaneous
1 12 (20.00%) Analytical Skills
2 8 (13.33%) Computer Science
3 2 (3.33%) Fintech
3 2 (3.33%) Life Science
4 1 (1.67%) Algorithms
4 1 (1.67%) Credit Risk
4 1 (1.67%) Data Structures
4 1 (1.67%) Fixed Income
4 1 (1.67%) Foreign Exchange (FX)
4 1 (1.67%) Management Information System
4 1 (1.67%) Social Network
4 1 (1.67%) Taxonomies
4 1 (1.67%) Virtual Team
Operating Systems
1 1 (1.67%) Unix
1 1 (1.67%) Windows
1 1 (1.67%) Windows Server
1 1 (1.67%) Windows Server 2012
Processes & Methodologies
1 31 (51.67%) Analytics
2 28 (46.67%) Business Intelligence
3 24 (40.00%) Visualisation
4 16 (26.67%) Machine Learning
5 15 (25.00%) Statistics
6 13 (21.67%) Dashboard Development
6 13 (21.67%) Mathematics
7 12 (20.00%) Applied Mathematics
7 12 (20.00%) ETL
7 12 (20.00%) Statistical Analysis
8 11 (18.33%) Data Analysis
8 11 (18.33%) Data Analytics
8 11 (18.33%) Data Management
8 11 (18.33%) Data Modelling
9 8 (13.33%) Data Visualisation
9 8 (13.33%) Performance Tuning
9 8 (13.33%) Risk Analytics
10 7 (11.67%) Regulatory Compliance
11 5 (8.33%) Open Source
11 5 (8.33%) People Management
Programming Languages
1 25 (41.67%) Python
2 24 (40.00%) SQL
3 20 (33.33%) R
4 9 (15.00%) Scala
5 8 (13.33%) MATLAB
6 5 (8.33%) Java
6 5 (8.33%) PL/SQL
6 5 (8.33%) VBA
7 4 (6.67%) JavaScript
8 3 (5.00%) C#
9 2 (3.33%) T-SQL
10 1 (1.67%) C
10 1 (1.67%) Perl
10 1 (1.67%) PowerShell
10 1 (1.67%) VB.NET
Qualifications
1 12 (20.00%) PhD
2 11 (18.33%) Degree
3 2 (3.33%) Computer Science Degree
4 1 (1.67%) CFA
4 1 (1.67%) SC Cleared
4 1 (1.67%) Security Cleared
Quality Assurance & Compliance
1 6 (10.00%) Data Quality
System Software
1 2 (3.33%) Active Directory
1 2 (3.33%) Apache Flume
Vendors
1 40 (66.67%) Tableau
2 16 (26.67%) TIBCO
3 14 (23.33%) MicroStrategy
4 13 (21.67%) Cognos
4 13 (21.67%) Microsoft
4 13 (21.67%) Oracle
5 10 (16.67%) SAP
6 8 (13.33%) IBM
7 6 (10.00%) Talend
8 4 (6.67%) Informatica
8 4 (6.67%) Netezza
8 4 (6.67%) Teradata
8 4 (6.67%) Vertica
9 3 (5.00%) RapidMiner
10 2 (3.33%) Alteryx
10 2 (3.33%) Embarcadero
11 1 (1.67%) Ab Initio
11 1 (1.67%) DevExpress
11 1 (1.67%) ESRI
11 1 (1.67%) Hyperion