Period
to 16 October 2018

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 6 months to 16 October 2018 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
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 759 793 810
Rank change year-on-year +34 +17 +2
Contract jobs citing Spotfire 102 63 46
As % of all contract IT jobs advertised in England 0.11% 0.069% 0.047%
As % of the Database & Business Intelligence category 0.48% 0.31% 0.21%
Number of daily rates quoted 38 50 35
England median daily rate £494 £400 £425
Median daily rate % change year-on-year +23.44% -5.88% -20.19%
10th Percentile £309 £263 £315
90th Percentile £653 £580 £620
UK median daily rate £488 £400 £425
% change year-on-year +21.88% -5.88% -15.00%
Number of hourly rates quoted 3 0 0
England median hourly rate £43.50 - -
UK median hourly rate £43.50 - -

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 21,386 20,223 21,993
As % of all contract IT jobs advertised in England 22.69% 22.17% 22.45%
Number of daily rates quoted 15,076 13,791 14,829
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £308 £287
90th Percentile £638 £625 £600
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 218 261 346
England median hourly rate £32.24 £30.50 £28.50
Median hourly rate % change year-on-year +5.70% +7.02% +3.64%
10th Percentile £13.90 £13.50 £11.38
90th Percentile £56.01 £52.50 £48.75
UK median hourly rate £32.00 £30.00 £28.50
% change year-on-year +6.67% +5.26% +1.33%

Spotfire
Job Vacancy Trend in England

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

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 6 months to 16 October 2018.

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 6 months to 16 October 2018. 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 +30 70 £533 +18.33% 26
South East -13 9 £300 -20.00% 4
Midlands -23 8 £410 +2.50% 2
North of England - 8 £350 - 3
Yorkshire - 8 £350 -
East Midlands -1 5 £363 -23.68% 2
East of England - 5 £500 - 1
West Midlands -32 3 £410 +2.50%
Spotfire
UK

For the 6 months to 16 October 2018, IT contractor jobs citing Spotfire 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 Spotfire.

1 59 (57.84%) Visualisation
2 58 (56.86%) SQL
3 57 (55.88%) Python
3 57 (55.88%) Analytics
4 50 (49.02%) Tableau
5 45 (44.12%) Finance
6 43 (42.16%) Business Intelligence
7 42 (41.18%) Hadoop
8 40 (39.22%) Power BI
9 38 (37.25%) Data Visualisation
10 35 (34.31%) Microsoft Azure
11 32 (31.37%) SQL Server
11 32 (31.37%) Apache Spark
12 30 (29.41%) Data Science
12 30 (29.41%) Agile Software Development
13 28 (27.45%) Amazon AWS
14 27 (26.47%) Analytical Skills
14 27 (26.47%) Alteryx
15 26 (25.49%) Big Data
15 26 (25.49%) Oracle
15 26 (25.49%) ETL
15 26 (25.49%) Microsoft
16 24 (23.53%) Scala
17 22 (21.57%) SAP
18 21 (20.59%) R
19 20 (19.61%) Talend
20 19 (18.63%) Data Warehouse
21 17 (16.67%) SAS
21 17 (16.67%) PostgreSQL
21 17 (16.67%) Data Lake

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 32 (31.37%) Apache Spark
2 17 (16.67%) SAS
3 9 (8.82%) Elasticsearch
3 9 (8.82%) SharePoint
4 7 (6.86%) SharePoint 2010
5 2 (1.96%) Apache Solr
6 1 (0.98%) ArcGIS
6 1 (0.98%) ArcSDE
6 1 (0.98%) IIS
6 1 (0.98%) K2 blackpearl
6 1 (0.98%) Oracle SOA Suite
6 1 (0.98%) SharePoint 2013
6 1 (0.98%) Tomcat
Applications
1 13 (12.75%) Microsoft Excel
2 9 (8.82%) Microsoft PowerPoint
3 8 (7.84%) Microsoft Office
4 7 (6.86%) InfoPath
5 2 (1.96%) SPSS
6 1 (0.98%) Stata
Business Applications
1 14 (13.73%) SAP Oil and Gas
2 1 (0.98%) IntelliMatch
2 1 (0.98%) Oracle BPM
2 1 (0.98%) SAP BPC
2 1 (0.98%) SAP ERP
2 1 (0.98%) SAP MDG
2 1 (0.98%) SAP MDM
Cloud Services
1 35 (34.31%) Microsoft Azure
2 28 (27.45%) Amazon AWS
3 8 (7.84%) Azure Active Directory
3 8 (7.84%) Office 365
4 6 (5.88%) Azure Data Factory
5 5 (4.90%) Amazon EMR
6 4 (3.92%) Amazon S3
7 2 (1.96%) Amazon Kinesis
7 2 (1.96%) Google Cloud Platform
7 2 (1.96%) IaaS
7 2 (1.96%) PaaS
8 1 (0.98%) Adobe Analytics
8 1 (0.98%) Azure Machine Learning
8 1 (0.98%) GitHub
8 1 (0.98%) Google Analytics
8 1 (0.98%) Google Tag Manager
8 1 (0.98%) SaaS
Communications & Networking
1 1 (0.98%) Firewall
Database & Business Intelligence
1 42 (41.18%) Hadoop
2 40 (39.22%) Power BI
3 32 (31.37%) SQL Server
4 26 (25.49%) Big Data
5 19 (18.63%) Data Warehouse
6 17 (16.67%) Data Lake
6 17 (16.67%) PostgreSQL
7 16 (15.69%) SAP HANA
8 15 (14.71%) QlikView
9 14 (13.73%) BusinessObjects
10 13 (12.75%) MySQL
10 13 (12.75%) NoSQL
10 13 (12.75%) SQL Server Integration Services
11 12 (11.76%) Apache Hive
11 12 (11.76%) Data Mining
12 11 (10.78%) Relational Database
13 10 (9.80%) MongoDB
13 10 (9.80%) SAP BW
14 9 (8.82%) HBase
14 9 (8.82%) Redis
Development Applications
1 13 (12.75%) Git (software)
2 11 (10.78%) Visual Studio Team System
3 9 (8.82%) GitLab
4 5 (4.90%) JIRA
5 3 (2.94%) Eclipse
5 3 (2.94%) Team Foundation Server
6 1 (0.98%) Jenkins
6 1 (0.98%) Oracle APEX
6 1 (0.98%) RStudio
6 1 (0.98%) Subversion
General
1 45 (44.12%) Finance
2 10 (9.80%) Pharmaceutical
3 7 (6.86%) Retail
4 3 (2.94%) Banking
4 3 (2.94%) Front Office
4 3 (2.94%) Manufacturing
4 3 (2.94%) Publishing
5 1 (0.98%) German Language
5 1 (0.98%) Legal
Job Titles
1 29 (28.43%) Data Engineer
2 20 (19.61%) Analyst
3 17 (16.67%) Developer
4 12 (11.76%) Big Data Engineer
5 11 (10.78%) Data Analyst
6 9 (8.82%) Data Scientist
7 7 (6.86%) Azure Engineer
7 7 (6.86%) Consultant
7 7 (6.86%) SharePoint Analyst
7 7 (6.86%) SharePoint Support
7 7 (6.86%) Support Analyst
8 6 (5.88%) Programmer
9 5 (4.90%) SAP Engineer
9 5 (4.90%) Senior Data Scientist
9 5 (4.90%) Spotfire Developer
10 4 (3.92%) .NET Developer
10 4 (3.92%) Architect
10 4 (3.92%) Data Programmer
10 4 (3.92%) Front End Developer (Client-Side Developer)
11 3 (2.94%) C# Developer
Libraries, Frameworks & Software Standards
1 9 (8.82%) CSS
1 9 (8.82%) jQuery
1 9 (8.82%) Kafka
1 9 (8.82%) Natural Language Processing
1 9 (8.82%) Pandas
1 9 (8.82%) scikit-learn
2 8 (7.84%) OpenCV
3 7 (6.86%) .NET
4 5 (4.90%) HTML
4 5 (4.90%) RESTful
4 5 (4.90%) Unity (Game Engine)
4 5 (4.90%) Web Services
4 5 (4.90%) XML
5 4 (3.92%) JSON
6 3 (2.94%) REST
6 3 (2.94%) WPF
7 2 (1.96%) ASP.NET
7 2 (1.96%) HTML5
7 2 (1.96%) Lucene
7 2 (1.96%) SOAP
Miscellaneous
1 27 (26.47%) Analytical Skills
2 16 (15.69%) Algorithms
2 16 (15.69%) Computer Science
3 5 (4.90%) FMCG
3 5 (4.90%) HoloLens
3 5 (4.90%) Management Information System
4 4 (3.92%) Self-Motivation
4 4 (3.92%) User Experience
5 3 (2.94%) Life Science
5 3 (2.94%) Replication
6 2 (1.96%) Enterprise Software
6 2 (1.96%) Greenfield Project
7 1 (0.98%) Clustering
7 1 (0.98%) Data Structures
7 1 (0.98%) Hybrid Cloud
7 1 (0.98%) Minimum Viable Product
7 1 (0.98%) Mobile App
7 1 (0.98%) PMI
7 1 (0.98%) Public Cloud
7 1 (0.98%) Virtual Team
Operating Systems
1 3 (2.94%) Android
1 3 (2.94%) Apple iOS
1 3 (2.94%) Linux
1 3 (2.94%) Windows
2 2 (1.96%) Unix
Processes & Methodologies
1 59 (57.84%) Visualisation
2 57 (55.88%) Analytics
3 43 (42.16%) Business Intelligence
4 38 (37.25%) Data Visualisation
5 30 (29.41%) Agile Software Development
5 30 (29.41%) Data Science
6 26 (25.49%) ETL
7 16 (15.69%) Data Integration
7 16 (15.69%) Deep Learning
8 15 (14.71%) Machine Learning
8 15 (14.71%) Open Source
9 14 (13.73%) Mathematics
9 14 (13.73%) Statistical Modelling
10 13 (12.75%) Migration
11 12 (11.76%) Data Analytics
11 12 (11.76%) Project Management
11 12 (11.76%) Scrum
12 11 (10.78%) Software Engineering
12 11 (10.78%) Translating Business Requirements
13 10 (9.80%) Data Analysis
Programming Languages
1 58 (56.86%) SQL
2 57 (55.88%) Python
3 24 (23.53%) Scala
4 21 (20.59%) R
5 16 (15.69%) MATLAB
6 13 (12.75%) JavaScript
7 11 (10.78%) C#
7 11 (10.78%) Java
8 10 (9.80%) Bash Shell
9 7 (6.86%) Cypher
9 7 (6.86%) PL/SQL
10 4 (3.92%) ABAP
10 4 (3.92%) C++
11 3 (2.94%) C
11 3 (2.94%) VBA
12 2 (1.96%) IronPython
12 2 (1.96%) Perl
13 1 (0.98%) PHP
13 1 (0.98%) PowerShell
13 1 (0.98%) Ruby
Qualifications
1 10 (9.80%) Degree
2 9 (8.82%) Computer Science Degree
3 5 (4.90%) SC Cleared
3 5 (4.90%) Security Cleared
4 2 (1.96%) Master's Degree
5 1 (0.98%) CEH
5 1 (0.98%) DV Cleared
5 1 (0.98%) PhD
5 1 (0.98%) PMI Certification
Quality Assurance & Compliance
1 9 (8.82%) CDISC
2 8 (7.84%) QA
3 5 (4.90%) GDPR
4 4 (3.92%) Data Quality
5 1 (0.98%) HAZOP
System Software
1 9 (8.82%) Apache Flume
2 8 (7.84%) Active Directory
2 8 (7.84%) Docker
3 2 (1.96%) Apache ZooKeeper
3 2 (1.96%) HDFS
Systems Management
1 7 (6.86%) Kubernetes
2 3 (2.94%) Ambari
3 2 (1.96%) Ansible
3 2 (1.96%) Oozie
4 1 (0.98%) Opscode Chef
4 1 (0.98%) Puppet
4 1 (0.98%) Salt
Vendors
1 50 (49.02%) Tableau
2 27 (26.47%) Alteryx
3 26 (25.49%) Microsoft
3 26 (25.49%) Oracle
4 22 (21.57%) SAP
5 20 (19.61%) Talend
6 16 (15.69%) Cognos
7 14 (13.73%) Informatica
8 10 (9.80%) Teradata
8 10 (9.80%) TIBCO
9 9 (8.82%) MicroStrategy
10 8 (7.84%) Databricks
11 7 (6.86%) Datameer
12 5 (4.90%) Cloudera
12 5 (4.90%) Salesforce.com
13 2 (1.96%) Cisco
13 2 (1.96%) Google
13 2 (1.96%) Hyperion
13 2 (1.96%) IBM
14 1 (0.98%) Vermilion