Period
to 24 November 2017

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 6 months to 24 November 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 820 832 815
Rank change year-on-year +12 -17 -21
Contract jobs citing Spotfire 76 54 79
As % of all contract IT jobs advertised in the UK 0.074% 0.051% 0.069%
As % of the Database & Business Intelligence category 0.33% 0.23% 0.30%
Number of daily rates quoted 56 36 37
UK median daily rate £400 £451 £500
Median daily rate % change year-on-year -11.36% -9.75% -3.61%
10th Percentile £280 £313 £313
90th Percentile £577 £620 £663
UK excluding London median daily rate £388 £325 £375
% change year-on-year +19.23% -13.22% -16.34%
Number of hourly rates quoted 0 0 1
UK median hourly rate - - £80.00
UK excluding London median hourly rate - - -

Spotfire is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 22744 23743 26649
As % of all contract IT jobs advertised in the UK 22.07% 22.61% 23.27%
Number of daily rates quoted 15534 15721 17557
UK median daily rate £450 £425 £401
Median daily rate % change year-on-year +5.88% +6.12% +1.04%
10th Percentile £310 £285 £270
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% +7.14%
Number of hourly rates quoted 284 374 415
UK median hourly rate £31.41 £28.00 £28.13
Median hourly rate % change year-on-year +12.16% -0.44% +12.50%
10th Percentile £14.08 £10.08 £12.00
90th Percentile £58.19 £52.00 £52.35
UK excluding London median hourly rate £35.00 £28.00 £29.50
% change year-on-year +25.00% -5.08% +29.13%

Spotfire
Job Vacancy Trend

Job postings citing Spotfire as a percentage of all IT jobs advertised.

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 6 months to 24 November 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 10 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 6 months to 24 November 2017. 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
England +16 74 £400 -13.98% 18
UK excluding London +65 41 £388 +19.23% 7
London -19 34 £450 -11.55% 11
South East +20 19 £375 +15.38% 2
Midlands - 16 £400 - 1
West Midlands - 11 £400 -
East Midlands - 5 £475 - 1
Scotland +4 2 £500 +17.65%
South West -1 2 £400 - 1
East of England -2 2 £444 - 2

For the 6 months to 24 November 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 59 (77.63%) Tableau
2 48 (63.16%) Business Intelligence
3 47 (61.84%) Analytics
4 41 (53.95%) SQL
5 38 (50.00%) Power BI
6 30 (39.47%) Python
7 25 (32.89%) Visualisation
8 24 (31.58%) Agile Software Development
9 21 (27.63%) R
10 20 (26.32%) Data Analytics
11 19 (25.00%) QlikView
12 18 (23.68%) Analytical Skills
13 16 (21.05%) Data Visualisation
13 16 (21.05%) Hadoop
14 15 (19.74%) TIBCO
15 14 (18.42%) C#
15 14 (18.42%) Finance
15 14 (18.42%) Apache Hive
16 12 (15.79%) Cloudera
16 12 (15.79%) D3.js
16 12 (15.79%) NoSQL
17 11 (14.47%) Stakeholder Management
17 11 (14.47%) Data Lake
18 10 (13.16%) GraphQL
18 10 (13.16%) Information Security
18 10 (13.16%) SQL Server
18 10 (13.16%) Scala
18 10 (13.16%) Degree
19 9 (11.84%) User Experience
19 9 (11.84%) Impala

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 9 (11.84%) SAS
2 2 (2.63%) Apache Pig
2 2 (2.63%) Apache Spark
3 1 (1.32%) Apache Solr
3 1 (1.32%) IIS
3 1 (1.32%) Oracle SOA Suite
3 1 (1.32%) SharePoint
Applications
1 6 (7.89%) Microsoft Excel
2 4 (5.26%) Simulink
3 2 (2.63%) SPSS
Business Applications
1 1 (1.32%) SAP MDG
1 1 (1.32%) SAP MDM
Cloud Services
1 2 (2.63%) Amazon AWS
2 1 (1.32%) Cloud Computing
2 1 (1.32%) Cortana Intelligence Suite
2 1 (1.32%) Microsoft Azure
Database & Business Intelligence
1 38 (50.00%) Power BI
2 19 (25.00%) QlikView
3 16 (21.05%) Hadoop
4 14 (18.42%) Apache Hive
5 12 (15.79%) NoSQL
6 11 (14.47%) Data Lake
7 10 (13.16%) SQL Server
8 9 (11.84%) Impala
9 8 (10.53%) Big Data
10 7 (9.21%) BusinessObjects
10 7 (9.21%) Data Warehouse
11 5 (6.58%) SQL Server Integration Services
12 4 (5.26%) SQL Server Reporting Services
13 3 (3.95%) Lumira
13 3 (3.95%) MS Access
13 3 (3.95%) Neo4j
14 2 (2.63%) Oracle BI EE
14 2 (2.63%) Pentaho
14 2 (2.63%) Relational Database
14 2 (2.63%) SQL Server Analysis Services
Development Applications
1 2 (2.63%) Talend Open Studio
1 2 (2.63%) Visual Studio
2 1 (1.32%) ERwin
2 1 (1.32%) Team Foundation Server
General
1 14 (18.42%) Finance
2 5 (6.58%) Manufacturing
3 4 (5.26%) Law
4 3 (3.95%) Front Office
5 2 (2.63%) Legal
6 1 (1.32%) Automotive
6 1 (1.32%) Banking
6 1 (1.32%) Investment Banking
6 1 (1.32%) Pharmaceutical
6 1 (1.32%) Retail
Job Titles
1 36 (47.37%) Developer
2 13 (17.11%) Analyst
2 13 (17.11%) Data Scientist
3 11 (14.47%) Business Intelligence Developer
4 10 (13.16%) Spotfire Developer
5 9 (11.84%) Project Manager
6 8 (10.53%) Consultant
7 7 (9.21%) IT Analyst
7 7 (9.21%) Report Developer
8 6 (7.89%) Applications Developer
8 6 (7.89%) SQL Developer
8 6 (7.89%) TIBCO Developer
9 5 (6.58%) Spotfire Consultant
10 4 (5.26%) Architect
10 4 (5.26%) C# Developer
10 4 (5.26%) Data Analyst
10 4 (5.26%) Data Analytics Analyst
11 3 (3.95%) Analytics Manager
11 3 (3.95%) Automation Analyst
11 3 (3.95%) Energy Trading Developer
Libraries, Frameworks & Software Standards
1 12 (15.79%) D3.js
2 9 (11.84%) .NET
3 5 (6.58%) AngularJS
4 4 (5.26%) HTML
4 4 (5.26%) Natural Language Processing
4 4 (5.26%) Web Services
4 4 (5.26%) WPF
5 3 (3.95%) ASP.NET
6 2 (2.63%) CSS
6 2 (2.63%) CSS3
6 2 (2.63%) HTML5
6 2 (2.63%) J2EE
6 2 (2.63%) jQuery
6 2 (2.63%) REST
7 1 (1.32%) .NET Framework
7 1 (1.32%) JSON
7 1 (1.32%) Kafka
7 1 (1.32%) MDX
7 1 (1.32%) TensorFlow
7 1 (1.32%) WCF
Miscellaneous
1 18 (23.68%) Analytical Skills
2 9 (11.84%) User Experience
3 6 (7.89%) Computer Science
3 6 (7.89%) Data Structures
4 3 (3.95%) Algorithms
4 3 (3.95%) Clustering
5 1 (1.32%) Management Information System
5 1 (1.32%) Social Network
Operating Systems
1 3 (3.95%) Android
1 3 (3.95%) Apple iOS
1 3 (3.95%) Windows
2 1 (1.32%) Unix
Processes & Methodologies
1 48 (63.16%) Business Intelligence
2 47 (61.84%) Analytics
3 25 (32.89%) Visualisation
4 24 (31.58%) Agile Software Development
5 20 (26.32%) Data Analytics
6 16 (21.05%) Data Visualisation
7 11 (14.47%) Stakeholder Management
8 10 (13.16%) Information Security
9 9 (11.84%) IT Strategy
9 9 (11.84%) Mathematics
10 8 (10.53%) Continuous Improvement
11 7 (9.21%) Data Management
11 7 (9.21%) Machine Learning
11 7 (9.21%) Process Improvement
12 6 (7.89%) Change Management
12 6 (7.89%) Data Modelling
12 6 (7.89%) Project Management
12 6 (7.89%) Supplier Management
13 5 (6.58%) Data Cleansing
13 5 (6.58%) ETL
Programming Languages
1 41 (53.95%) SQL
2 30 (39.47%) Python
3 21 (27.63%) R
4 14 (18.42%) C#
5 10 (13.16%) GraphQL
5 10 (13.16%) Scala
6 8 (10.53%) Java
7 7 (9.21%) VBA
8 6 (7.89%) MATLAB
9 5 (6.58%) C++
10 3 (3.95%) T-SQL
11 2 (2.63%) JavaScript
11 2 (2.63%) PL/SQL
11 2 (2.63%) VB
12 1 (1.32%) PHP
12 1 (1.32%) VB.NET
12 1 (1.32%) VB6
12 1 (1.32%) VC++
Qualifications
1 10 (13.16%) Degree
2 5 (6.58%) Computer Science Degree
3 3 (3.95%) Master's Degree
4 2 (2.63%) PhD
5 1 (1.32%) Numerate Degree
5 1 (1.32%) SC Cleared
5 1 (1.32%) Security Cleared
Quality Assurance & Compliance
1 9 (11.84%) Data Quality
2 5 (6.58%) SLA
3 2 (2.63%) ISO/IEC 20000
4 1 (1.32%) QA
System Software
1 1 (1.32%) Docker
1 1 (1.32%) HDFS
Vendors
1 59 (77.63%) Tableau
2 15 (19.74%) TIBCO
3 12 (15.79%) Cloudera
4 7 (9.21%) Alteryx
4 7 (9.21%) MicroStrategy
5 6 (7.89%) Microsoft
5 6 (7.89%) SAP
6 5 (6.58%) Cognos
6 5 (6.58%) Informatica
6 5 (6.58%) ServiceNow
7 4 (5.26%) Oracle
7 4 (5.26%) Salesforce.com
8 3 (3.95%) Workday
9 2 (2.63%) Apple
9 2 (2.63%) Capita
9 2 (2.63%) IBM
9 2 (2.63%) Logi
9 2 (2.63%) Logi Analytics
9 2 (2.63%) Platfora
9 2 (2.63%) Talend