Period
to 22 May 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 22 May 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
22 May 2018
Same period 2017 Same period 2016
Rank 736 737 781
Rank change year-on-year +1 +44 -26
Contract jobs citing Spotfire 127 58 69
As % of all contract IT jobs advertised in England 0.14% 0.070% 0.071%
As % of the Database & Business Intelligence category 0.61% 0.31% 0.32%
Number of daily rates quoted 56 37 59
England median daily rate £481 £445 £525
Median daily rate % change year-on-year +8.15% -15.24% +10.53%
10th Percentile £269 £259 £361
90th Percentile £688 £519 £635
UK median daily rate £475 £448 £525
% change year-on-year +6.15% -14.76% +10.53%
Number of hourly rates quoted 14 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 20,754 18,859 21,492
As % of all contract IT jobs advertised in England 22.55% 22.63% 22.12%
Number of daily rates quoted 14,573 12,677 14,677
England median daily rate £475 £445 £425
Median daily rate % change year-on-year +6.74% +4.71% +6.25%
10th Percentile £313 £300 £281
90th Percentile £638 £613 £600
UK median daily rate £470 £435 £425
% change year-on-year +8.05% +2.35% +6.25%
Number of hourly rates quoted 206 224 336
England median hourly rate £30.00 £30.00 £27.50
Median hourly rate % change year-on-year - +9.09% -4.15%
10th Percentile £14.14 £9.25 £12.23
90th Percentile £53.50 £48.53 £53.13
UK median hourly rate £32.00 £29.82 £27.50
% change year-on-year +7.33% +8.42% -4.15%

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 22 May 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 22 May 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 +15 101 £500 +8.40% 18
South East -9 22 £355 -18.39%
Midlands -18 4 £410 +241.67% 2
East Midlands -3 3 - -
East of England -6 2 £325 -18.75% 3
Yorkshire -4 1 - -
North of England -12 1 - - 2
West Midlands - 1 £410 - 2
Spotfire
UK

For the 6 months to 22 May 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 85 (66.93%) Visualisation
2 79 (62.20%) Python
3 75 (59.06%) Business Intelligence
4 74 (58.27%) Analytics
5 71 (55.91%) SQL
6 66 (51.97%) Power BI
7 61 (48.03%) Agile Software Development
8 60 (47.24%) Tableau
9 55 (43.31%) Microsoft Azure
10 53 (41.73%) Amazon AWS
11 48 (37.80%) Scrum
12 42 (33.07%) Hadoop
13 40 (31.50%) SAP
14 38 (29.92%) Data Visualisation
15 37 (29.13%) Finance
16 36 (28.35%) JavaScript
16 36 (28.35%) Microsoft
16 36 (28.35%) Analytical Skills
17 33 (25.98%) SAP HANA
18 32 (25.20%) Data Lake
19 30 (23.62%) Kanban
20 29 (22.83%) SQL Server
21 28 (22.05%) Lumira
22 26 (20.47%) Apache Spark
22 26 (20.47%) Microsoft Excel
22 26 (20.47%) Big Data
23 24 (18.90%) Continuous Improvement
23 24 (18.90%) Computer Science
24 23 (18.11%) Oracle
24 23 (18.11%) ETL

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 26 (20.47%) Apache Spark
2 7 (5.51%) ThingWorx
3 4 (3.15%) SAS
4 3 (2.36%) Apache Solr
4 3 (2.36%) SharePoint
5 2 (1.57%) Apache
6 1 (0.79%) Oracle SOA Suite
Applications
1 26 (20.47%) Microsoft Excel
2 15 (11.81%) Microsoft PowerPoint
3 12 (9.45%) Stata
4 4 (3.15%) Pipeline Pilot
Business Applications
1 22 (17.32%) SAP Oil and Gas
2 1 (0.79%) BusinessWorks
2 1 (0.79%) Oracle Procure-to-Pay
2 1 (0.79%) SAP ERP
2 1 (0.79%) SAP PM
2 1 (0.79%) TIBCO iProcess
Cloud Services
1 55 (43.31%) Microsoft Azure
2 53 (41.73%) Amazon AWS
3 7 (5.51%) PaaS
3 7 (5.51%) SaaS
4 5 (3.94%) Amazon EMR
5 4 (3.15%) Amazon S3
5 4 (3.15%) IaaS
6 1 (0.79%) Adobe Analytics
6 1 (0.79%) AWS Lambda
6 1 (0.79%) Cloud Computing
6 1 (0.79%) Google Analytics
6 1 (0.79%) Google Tag Manager
6 1 (0.79%) Serverless
Communications & Networking
1 7 (5.51%) Modbus
1 7 (5.51%) MQTT
1 7 (5.51%) Wireless
2 4 (3.15%) Internet
Database & Business Intelligence
1 66 (51.97%) Power BI
2 42 (33.07%) Hadoop
3 33 (25.98%) SAP HANA
4 32 (25.20%) Data Lake
5 29 (22.83%) SQL Server
6 28 (22.05%) Lumira
7 26 (20.47%) Big Data
8 22 (17.32%) MySQL
9 20 (15.75%) BusinessObjects
9 20 (15.75%) Cosmos DB
9 20 (15.75%) Data Warehouse
9 20 (15.75%) HBase
9 20 (15.75%) HDInsight
9 20 (15.75%) MongoDB
9 20 (15.75%) PostgreSQL
9 20 (15.75%) Redis
9 20 (15.75%) SAP BW
10 15 (11.81%) QlikView
11 10 (7.87%) Amazon RDS
11 10 (7.87%) Amazon Redshift
Development Applications
1 10 (7.87%) RStudio
2 4 (3.15%) Eclipse
2 4 (3.15%) Git (software)
2 4 (3.15%) GitLab
3 3 (2.36%) Visual Studio Team System
4 2 (1.57%) JIRA
4 2 (1.57%) Team Foundation Server
5 1 (0.79%) Jenkins
5 1 (0.79%) Octopus Deploy
5 1 (0.79%) Sonatype Nexus
General
1 37 (29.13%) Finance
2 18 (14.17%) Games
3 15 (11.81%) Pharmaceutical
4 5 (3.94%) Manufacturing
5 4 (3.15%) Legal
5 4 (3.15%) Marketing
6 3 (2.36%) Banking
7 2 (1.57%) Front Office
8 1 (0.79%) Investment Banking
8 1 (0.79%) Law
8 1 (0.79%) Retail
8 1 (0.79%) Telecoms
Job Titles
1 26 (20.47%) Data Engineer
2 18 (14.17%) Analyst
3 16 (12.60%) Developer
4 15 (11.81%) Data Analyst
5 12 (9.45%) Architect
6 11 (8.66%) Spotfire Developer
7 10 (7.87%) Data Scientist
8 9 (7.09%) Programmer
9 6 (4.72%) Big Data Engineer
9 6 (4.72%) Consultant
9 6 (4.72%) IoT Architect
9 6 (4.72%) Solutions Architect
10 5 (3.94%) AWS Engineer
10 5 (3.94%) Data Programmer
10 5 (3.94%) Data Visualisation Analyst
10 5 (3.94%) UX Engineer
11 4 (3.15%) Business Intelligence Developer
11 4 (3.15%) Data Architect
11 4 (3.15%) SAP Consultant
11 4 (3.15%) SAP Engineer
Libraries, Frameworks & Software Standards
1 15 (11.81%) RESTful
2 8 (6.30%) .NET
3 7 (5.51%) JSON
3 7 (5.51%) Node.js
3 7 (5.51%) Ruby on Rails
3 7 (5.51%) XML
4 5 (3.94%) CSS
4 5 (3.94%) HTML
5 3 (2.36%) AngularJS
5 3 (2.36%) D3.js
5 3 (2.36%) Lucene
6 2 (1.57%) Natural Language Processing
6 2 (1.57%) Twitter Bootstrap
6 2 (1.57%) WPF
7 1 (0.79%) HTML5
7 1 (0.79%) Middleware
7 1 (0.79%) React
7 1 (0.79%) TIBCO EMS
7 1 (0.79%) Web Services
Miscellaneous
1 36 (28.35%) Analytical Skills
2 24 (18.90%) Computer Science
3 16 (12.60%) FMCG
4 11 (8.66%) User Experience
5 10 (7.87%) Management Information System
6 7 (5.51%) Internet of Things
6 7 (5.51%) Virtual Team
7 6 (4.72%) Clustering
8 4 (3.15%) Industrial Internet of Things
8 4 (3.15%) Machine to Machine
8 4 (3.15%) Replication
9 3 (2.36%) Algorithms
9 3 (2.36%) Data Centre
9 3 (2.36%) Data Structures
9 3 (2.36%) Greenfield Project
9 3 (2.36%) iPad
9 3 (2.36%) RIA
10 2 (1.57%) Life Science
10 2 (1.57%) Minimum Viable Product
10 2 (1.57%) Self-Motivation
Operating Systems
1 20 (15.75%) Linux
2 11 (8.66%) Unix
3 4 (3.15%) Windows
4 2 (1.57%) Android
4 2 (1.57%) Apple iOS
Processes & Methodologies
1 85 (66.93%) Visualisation
2 75 (59.06%) Business Intelligence
3 74 (58.27%) Analytics
4 61 (48.03%) Agile Software Development
5 48 (37.80%) Scrum
6 38 (29.92%) Data Visualisation
7 30 (23.62%) Kanban
8 24 (18.90%) Continuous Improvement
9 23 (18.11%) ETL
10 22 (17.32%) Data Analytics
11 21 (16.54%) ERP
12 20 (15.75%) Data Science
12 20 (15.75%) Machine Learning
13 19 (14.96%) Test Automation
14 18 (14.17%) Problem-Solving
14 18 (14.17%) User Stories
15 17 (13.39%) Information Architecture
16 15 (11.81%) API Development
17 13 (10.24%) Data Modelling
18 12 (9.45%) Stakeholder Management
Programming Languages
1 79 (62.20%) Python
2 71 (55.91%) SQL
3 36 (28.35%) JavaScript
4 21 (16.54%) R
5 18 (14.17%) Java
6 13 (10.24%) Scala
7 9 (7.09%) C
8 7 (5.51%) Ruby
9 5 (3.94%) PL/SQL
10 4 (3.15%) ABAP
10 4 (3.15%) VBA
11 2 (1.57%) Bash Shell
11 2 (1.57%) C#
11 2 (1.57%) C++
11 2 (1.57%) MATLAB
12 1 (0.79%) Data Analysis Expressions (DAX)
12 1 (0.79%) IronPython
12 1 (0.79%) PowerShell
Qualifications
1 17 (13.39%) Degree
2 16 (12.60%) Master's Degree
3 12 (9.45%) SC Cleared
3 12 (9.45%) Security Cleared
4 8 (6.30%) DV Cleared
5 3 (2.36%) Computer Science Degree
6 1 (0.79%) PMI Certification
6 1 (0.79%) PMP
Quality Assurance & Compliance
1 16 (12.60%) CDISC
2 5 (3.94%) SLA
3 2 (1.57%) HAZOP
4 1 (0.79%) Data Quality
4 1 (0.79%) PMO
4 1 (0.79%) QA
System Software
1 5 (3.94%) Apache ZooKeeper
1 5 (3.94%) HDFS
Systems Management
1 7 (5.51%) Grafana
2 5 (3.94%) Oozie
3 1 (0.79%) Ambari
3 1 (0.79%) Control-M
3 1 (0.79%) Opscode Chef
3 1 (0.79%) Puppet
Vendors
1 60 (47.24%) Tableau
2 40 (31.50%) SAP
3 36 (28.35%) Microsoft
4 23 (18.11%) Oracle
5 20 (15.75%) Alteryx
5 20 (15.75%) Cognos
6 11 (8.66%) Salesforce.com
7 10 (7.87%) Red Hat
8 9 (7.09%) Talend
9 8 (6.30%) Google
10 7 (5.51%) Cloudera
10 7 (5.51%) TIBCO
11 5 (3.94%) ServiceNow
12 4 (3.15%) MicroStrategy
13 3 (2.36%) Informatica
13 3 (2.36%) Teradata
14 2 (1.57%) IBM
15 1 (0.79%) Adobe
15 1 (0.79%) Ariba
15 1 (0.79%) Tealium