Period
to 21 August 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 21 August 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
21 Aug 2018
Same period 2017 Same period 2016
Rank 718 794 815
Rank change year-on-year +76 +21 -21
Contract jobs citing Spotfire 122 40 57
As % of all contract IT jobs advertised in England 0.13% 0.045% 0.057%
As % of the Database & Business Intelligence category 0.57% 0.20% 0.25%
Number of daily rates quoted 46 27 46
England median daily rate £500 £450 £500
Median daily rate % change year-on-year +11.11% -10.00% +5.26%
10th Percentile £294 £259 £353
90th Percentile £694 £576 £613
UK median daily rate £500 £500 £465
% change year-on-year - +7.53% -2.11%
Number of hourly rates quoted 9 0 0
England median hourly rate £37.50 - -
UK median hourly rate £37.50 - -

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 21,469 20,038 22,395
As % of all contract IT jobs advertised in England 23.03% 22.68% 22.32%
Number of daily rates quoted 15,119 13,459 15,191
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £303 £288
90th Percentile £638 £625 £600
UK median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +6.25%
Number of hourly rates quoted 228 233 334
England median hourly rate £30.00 £30.00 £28.50
Median hourly rate % change year-on-year - +5.26% +4.34%
10th Percentile £14.00 £11.19 £12.00
90th Percentile £53.58 £52.50 £49.85
UK median hourly rate £29.50 £31.00 £28.50
% change year-on-year -4.84% +8.77% +3.11%

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 21 August 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 21 August 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 +57 93 £525 - 21
South East -23 12 £300 -42.86% 4
Midlands -16 8 £410 +21.48% 2
North of England - 6 £350 - 2
Yorkshire - 6 £350 -
East Midlands -6 5 £375 -6.25%
West Midlands -29 3 £410 +49.09% 2
East of England - 2 £550 - 1
Spotfire
UK

For the 6 months to 21 August 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 79 (64.75%) SQL
2 74 (60.66%) Visualisation
3 71 (58.20%) Python
4 64 (52.46%) Analytics
5 62 (50.82%) Tableau
6 59 (48.36%) Business Intelligence
7 55 (45.08%) Finance
8 54 (44.26%) Power BI
9 52 (42.62%) Hadoop
10 49 (40.16%) Agile Software Development
11 46 (37.70%) Microsoft Azure
12 43 (35.25%) Amazon AWS
13 41 (33.61%) SQL Server
14 38 (31.15%) Data Visualisation
14 38 (31.15%) Big Data
15 37 (30.33%) Apache Spark
16 35 (28.69%) Analytical Skills
16 35 (28.69%) Microsoft
16 35 (28.69%) ETL
17 32 (26.23%) Alteryx
18 30 (24.59%) Oracle
19 29 (23.77%) Data Warehouse
20 28 (22.95%) SAP
20 28 (22.95%) Data Science
21 27 (22.13%) Scrum
22 25 (20.49%) R
22 25 (20.49%) Scala
22 25 (20.49%) Data Lake
23 23 (18.85%) Talend
23 23 (18.85%) Microsoft Excel

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 37 (30.33%) Apache Spark
2 15 (12.30%) SAS
3 7 (5.74%) SharePoint
3 7 (5.74%) SharePoint 2010
4 5 (4.10%) Apache Solr
5 2 (1.64%) Elasticsearch
6 1 (0.82%) Oracle SOA Suite
Applications
1 23 (18.85%) Microsoft Excel
2 14 (11.48%) Microsoft PowerPoint
3 9 (7.38%) Stata
4 7 (5.74%) InfoPath
4 7 (5.74%) Microsoft Office
Business Applications
1 21 (17.21%) SAP Oil and Gas
2 1 (0.82%) BusinessWorks
2 1 (0.82%) IntelliMatch
2 1 (0.82%) SAP BPC
2 1 (0.82%) SAP ERP
2 1 (0.82%) TIBCO iProcess
Cloud Services
1 46 (37.70%) Microsoft Azure
2 43 (35.25%) Amazon AWS
3 8 (6.56%) Amazon EMR
4 7 (5.74%) Azure Active Directory
4 7 (5.74%) Office 365
5 6 (4.92%) Amazon S3
6 5 (4.10%) Azure Data Factory
7 3 (2.46%) IaaS
7 3 (2.46%) PaaS
8 2 (1.64%) Amazon Kinesis
8 2 (1.64%) Google Cloud Platform
9 1 (0.82%) Adobe Analytics
9 1 (0.82%) AWS Lambda
9 1 (0.82%) Cloud Computing
9 1 (0.82%) Google Analytics
9 1 (0.82%) Google Tag Manager
9 1 (0.82%) Serverless
Database & Business Intelligence
1 54 (44.26%) Power BI
2 52 (42.62%) Hadoop
3 41 (33.61%) SQL Server
4 38 (31.15%) Big Data
5 29 (23.77%) Data Warehouse
6 25 (20.49%) Data Lake
7 22 (18.03%) SAP HANA
8 18 (14.75%) BusinessObjects
9 17 (13.93%) MySQL
10 16 (13.11%) Cosmos DB
10 16 (13.11%) HBase
10 16 (13.11%) HDInsight
10 16 (13.11%) MongoDB
10 16 (13.11%) QlikView
10 16 (13.11%) Redis
10 16 (13.11%) SAP BW
11 15 (12.30%) Apache Hive
12 14 (11.48%) PostgreSQL
13 12 (9.84%) Data Mining
13 12 (9.84%) SQL Server Integration Services
Development Applications
1 14 (11.48%) Git (software)
2 13 (10.66%) Visual Studio Team System
3 7 (5.74%) RStudio
4 5 (4.10%) GitLab
4 5 (4.10%) JIRA
5 4 (3.28%) Eclipse
6 3 (2.46%) Team Foundation Server
7 1 (0.82%) Jenkins
7 1 (0.82%) Octopus Deploy
7 1 (0.82%) Sonatype Nexus
7 1 (0.82%) Subversion
General
1 55 (45.08%) Finance
2 13 (10.66%) Pharmaceutical
3 7 (5.74%) Retail
4 6 (4.92%) Games
5 3 (2.46%) Banking
5 3 (2.46%) Front Office
5 3 (2.46%) Manufacturing
6 1 (0.82%) German Language
6 1 (0.82%) Legal
6 1 (0.82%) Telecoms
Job Titles
1 44 (36.07%) Data Engineer
2 22 (18.03%) Analyst
3 19 (15.57%) Developer
4 18 (14.75%) Big Data Engineer
5 13 (10.66%) Data Analyst
6 9 (7.38%) SAP Engineer
7 8 (6.56%) Consultant
7 8 (6.56%) Programmer
7 8 (6.56%) Spotfire Developer
8 7 (5.74%) Azure Engineer
8 7 (5.74%) SharePoint Analyst
8 7 (5.74%) SharePoint Support
8 7 (5.74%) Support Analyst
9 6 (4.92%) Architect
9 6 (4.92%) Data Programmer
10 5 (4.10%) Business Intelligence Developer
11 4 (3.28%) .NET Developer
11 4 (3.28%) Data Consultant
11 4 (3.28%) Data Visualisation Analyst
11 4 (3.28%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 11 (9.02%) CSS
1 11 (9.02%) RESTful
2 10 (8.20%) JSON
2 10 (8.20%) XML
3 9 (7.38%) .NET
3 9 (7.38%) Kafka
4 8 (6.56%) OpenCV
5 7 (5.74%) jQuery
6 5 (4.10%) HTML
6 5 (4.10%) Lucene
6 5 (4.10%) Unity (Game Engine)
7 4 (3.28%) Natural Language Processing
7 4 (3.28%) Web Services
8 3 (2.46%) WPF
9 2 (1.64%) ASP.NET
9 2 (1.64%) HTML5
9 2 (1.64%) Pandas
9 2 (1.64%) scikit-learn
9 2 (1.64%) TensorFlow
10 1 (0.82%) SAP Fiori
Miscellaneous
1 35 (28.69%) Analytical Skills
2 17 (13.93%) Computer Science
3 16 (13.11%) Algorithms
4 12 (9.84%) FMCG
5 7 (5.74%) Clustering
6 5 (4.10%) HoloLens
6 5 (4.10%) Management Information System
6 5 (4.10%) User Experience
7 4 (3.28%) Replication
8 3 (2.46%) Greenfield Project
8 3 (2.46%) Life Science
8 3 (2.46%) Self-Motivation
9 2 (1.64%) Minimum Viable Product
10 1 (0.82%) Data Structures
10 1 (0.82%) Hedge funds
10 1 (0.82%) Mobile App
Operating Systems
1 11 (9.02%) Linux
2 4 (3.28%) Unix
2 4 (3.28%) Windows
3 3 (2.46%) Android
3 3 (2.46%) Apple iOS
Processes & Methodologies
1 74 (60.66%) Visualisation
2 64 (52.46%) Analytics
3 59 (48.36%) Business Intelligence
4 49 (40.16%) Agile Software Development
5 38 (31.15%) Data Visualisation
6 35 (28.69%) ETL
7 28 (22.95%) Data Science
8 27 (22.13%) Scrum
9 18 (14.75%) Data Integration
10 16 (13.11%) Data Analytics
11 15 (12.30%) Data Modelling
12 13 (10.66%) DevOps
12 13 (10.66%) Mentoring
12 13 (10.66%) Project Management
12 13 (10.66%) Translating Business Requirements
13 12 (9.84%) Data Governance
13 12 (9.84%) ERP
13 12 (9.84%) Machine Learning
13 12 (9.84%) Migration
14 11 (9.02%) Mathematics
Programming Languages
1 79 (64.75%) SQL
2 71 (58.20%) Python
3 25 (20.49%) R
3 25 (20.49%) Scala
4 19 (15.57%) Java
5 17 (13.93%) JavaScript
6 16 (13.11%) MATLAB
7 11 (9.02%) C#
8 6 (4.92%) PL/SQL
9 5 (4.10%) ABAP
9 5 (4.10%) VBA
10 3 (2.46%) Bash Shell
10 3 (2.46%) C
10 3 (2.46%) C++
11 2 (1.64%) IronPython
12 1 (0.82%) Data Analysis Expressions (DAX)
12 1 (0.82%) PowerShell
12 1 (0.82%) T-SQL
Qualifications
1 9 (7.38%) Computer Science Degree
1 9 (7.38%) Degree
1 9 (7.38%) SC Cleared
1 9 (7.38%) Security Cleared
2 5 (4.10%) DV Cleared
3 2 (1.64%) Master's Degree
4 1 (0.82%) PhD
Quality Assurance & Compliance
1 14 (11.48%) CDISC
2 5 (4.10%) GDPR
3 3 (2.46%) Data Quality
3 3 (2.46%) QA
4 2 (1.64%) GCP
4 2 (1.64%) HAZOP
5 1 (0.82%) PMO
5 1 (0.82%) SLA
System Software
1 9 (7.38%) Apache Flume
2 7 (5.74%) Active Directory
2 7 (5.74%) Apache ZooKeeper
2 7 (5.74%) HDFS
3 1 (0.82%) Docker
Systems Management
1 7 (5.74%) Oozie
2 3 (2.46%) Ambari
3 1 (0.82%) Ansible
3 1 (0.82%) Control-M
3 1 (0.82%) Opscode Chef
3 1 (0.82%) Puppet
Vendors
1 62 (50.82%) Tableau
2 35 (28.69%) Microsoft
3 32 (26.23%) Alteryx
4 30 (24.59%) Oracle
5 28 (22.95%) SAP
6 23 (18.85%) Talend
7 19 (15.57%) Cognos
8 13 (10.66%) Informatica
9 10 (8.20%) Salesforce.com
9 10 (8.20%) TIBCO
10 9 (7.38%) Cloudera
10 9 (7.38%) Teradata
11 8 (6.56%) Databricks
11 8 (6.56%) MicroStrategy
12 7 (5.74%) Red Hat
13 6 (4.92%) Datameer
14 2 (1.64%) Google
15 1 (0.82%) Adobe
15 1 (0.82%) Apple
15 1 (0.82%) IBM