Period
to 17 January 2019

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 17 January 2019 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
17 Jan 2019
Same period 2018 Same period 2017
Rank 752 732 784
Rank change year-on-year -20 +52 +19
Contract jobs citing Spotfire 80 110 57
As % of all contract IT jobs advertised in England 0.088% 0.12% 0.063%
As % of the Database & Business Intelligence category 0.39% 0.54% 0.28%
Number of daily rates quoted 27 72 40
England median daily rate £500 £400 £463
Median daily rate % change year-on-year +25.00% -13.51% -15.91%
10th Percentile £350 £263 £298
90th Percentile £630 £600 £620
UK median daily rate £500 £400 £463
% change year-on-year +25.00% -13.51% -15.91%
Number of hourly rates quoted 2 5 0
England median hourly rate £42.50 £37.50 -
Median hourly rate % change year-on-year +13.33% - -
UK median hourly rate £42.50 £37.50 -
% change year-on-year +13.33% - -

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 20,605 20,294 20,395
As % of all contract IT jobs advertised in England 22.62% 21.97% 22.55%
Number of daily rates quoted 14,333 14,290 13,734
England median daily rate £483 £470 £428
Median daily rate % change year-on-year +2.66% +9.94% +0.59%
10th Percentile £323 £313 £295
90th Percentile £650 £631 £606
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +2.00%
Number of hourly rates quoted 220 227 272
England median hourly rate £35.00 £31.31 £27.75
Median hourly rate % change year-on-year +11.79% +12.83% -9.02%
10th Percentile £14.49 £15.22 £10.51
90th Percentile £56.13 £57.63 £47.00
UK median hourly rate £32.50 £30.95 £28.18
% change year-on-year +5.01% +9.83% -7.61%

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 17 January 2019.

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 17 January 2019. 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 +7 56 £525 +16.67% 16
South East -20 7 £550 +53.63%
East of England +14 6 £500 +37.93% 1
North of England - 5 £350 - 2
Yorkshire - 5 £350 -
Midlands -13 3 £350 -12.50% 2
West Midlands -26 2 - - 2
East Midlands +3 1 £350 -26.32%
Spotfire
UK

For the 6 months to 17 January 2019, 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 53 (66.25%) Visualisation
2 44 (55.00%) Python
3 41 (51.25%) SQL
4 40 (50.00%) Analytics
4 40 (50.00%) Power BI
5 38 (47.50%) Tableau
6 36 (45.00%) Microsoft Azure
7 33 (41.25%) Hadoop
7 33 (41.25%) Data Visualisation
8 29 (36.25%) Finance
9 28 (35.00%) Business Intelligence
9 28 (35.00%) Data Science
10 26 (32.50%) Apache Spark
11 22 (27.50%) Scala
12 21 (26.25%) SQL Server
13 20 (25.00%) Amazon AWS
13 20 (25.00%) Open Source
13 20 (25.00%) Machine Learning
14 19 (23.75%) Big Data
14 19 (23.75%) Alteryx
15 18 (22.50%) Deep Learning
15 18 (22.50%) Analytical Skills
15 18 (22.50%) R
15 18 (22.50%) Agile Software Development
15 18 (22.50%) Oracle
16 17 (21.25%) Microsoft
16 17 (21.25%) NoSQL
17 15 (18.75%) Cognos
17 15 (18.75%) PostgreSQL
18 14 (17.50%) Relational Database

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 (32.50%) Apache Spark
2 11 (13.75%) SAS
3 10 (12.50%) Elasticsearch
4 9 (11.25%) SharePoint
5 6 (7.50%) SharePoint 2010
6 2 (2.50%) K2 blackpearl
6 2 (2.50%) SharePoint 2013
7 1 (1.25%) Apache Solr
7 1 (1.25%) ArcGIS
7 1 (1.25%) ArcSDE
7 1 (1.25%) IIS
7 1 (1.25%) Oracle SOA Suite
7 1 (1.25%) Tomcat
Applications
1 10 (12.50%) Microsoft Excel
2 7 (8.75%) Microsoft Office
3 6 (7.50%) InfoPath
3 6 (7.50%) Microsoft PowerPoint
4 3 (3.75%) SPSS
5 1 (1.25%) Microsoft Project
Business Applications
1 3 (3.75%) Cognos Business Intelligence
2 1 (1.25%) Actimize
2 1 (1.25%) Oracle AML
2 1 (1.25%) Oracle BPM
2 1 (1.25%) SAP MDG
2 1 (1.25%) SAP MDM
2 1 (1.25%) SAP Oil and Gas
Cloud Services
1 36 (45.00%) Microsoft Azure
2 20 (25.00%) Amazon AWS
3 8 (10.00%) Azure Active Directory
3 8 (10.00%) Office 365
4 6 (7.50%) Azure Functions
4 6 (7.50%) Serverless
5 5 (6.25%) Azure Data Factory
6 3 (3.75%) AWS Lambda
6 3 (3.75%) IaaS
6 3 (3.75%) PaaS
6 3 (3.75%) SaaS
7 2 (2.50%) Amazon EMR
7 2 (2.50%) Amazon S3
7 2 (2.50%) Azure Machine Learning
7 2 (2.50%) Google Cloud Platform
8 1 (1.25%) GitHub
Communications & Networking
1 2 (2.50%) Firewall
Database & Business Intelligence
1 40 (50.00%) Power BI
2 33 (41.25%) Hadoop
3 21 (26.25%) SQL Server
4 19 (23.75%) Big Data
5 17 (21.25%) NoSQL
6 15 (18.75%) PostgreSQL
7 14 (17.50%) Relational Database
8 12 (15.00%) Neo4j
8 12 (15.00%) QlikView
9 10 (12.50%) Data Warehouse
9 10 (12.50%) SQL Server Integration Services
10 8 (10.00%) BusinessObjects
10 8 (10.00%) RDBMS
11 7 (8.75%) Data Lake
11 7 (8.75%) MongoDB
12 6 (7.50%) Data Mining
13 5 (6.25%) Apache Cassandra
13 5 (6.25%) Cognos Report Studio
13 5 (6.25%) MySQL
14 4 (5.00%) Azure SQL Database
Development Applications
1 11 (13.75%) Git (software)
1 11 (13.75%) GitLab
1 11 (13.75%) Visual Studio Team System
2 3 (3.75%) Jenkins
2 3 (3.75%) Visual Studio
3 1 (1.25%) Oracle APEX
General
1 29 (36.25%) Finance
2 10 (12.50%) Banking
2 10 (12.50%) Pharmaceutical
3 6 (7.50%) Front Office
3 6 (7.50%) Publishing
3 6 (7.50%) Retail
4 2 (2.50%) Manufacturing
5 1 (1.25%) German Language
Job Titles
1 21 (26.25%) Analyst
2 20 (25.00%) Developer
3 16 (20.00%) Data Engineer
4 11 (13.75%) Data Scientist
5 9 (11.25%) Azure Engineer
6 8 (10.00%) Senior Data Scientist
7 7 (8.75%) Big Data Engineer
8 6 (7.50%) Data Analyst
8 6 (7.50%) SharePoint Analyst
8 6 (7.50%) SharePoint Support
8 6 (7.50%) Support Analyst
9 5 (6.25%) Cognos Developer
10 4 (5.00%) .NET Applications Developer
10 4 (5.00%) .NET Developer
10 4 (5.00%) Analytics Developer
10 4 (5.00%) Applications Developer
11 3 (3.75%) Computer Vision Engineer
11 3 (3.75%) Data Science Engineer
11 3 (3.75%) Data Visualisation Analyst
11 3 (3.75%) Python Developer
Libraries, Frameworks & Software Standards
1 12 (15.00%) .NET
2 11 (13.75%) jQuery
2 11 (13.75%) Pandas
2 11 (13.75%) scikit-learn
3 10 (12.50%) Natural Language Processing
4 8 (10.00%) Kafka
4 8 (10.00%) OpenCV
5 6 (7.50%) CSS
5 6 (7.50%) Unity (Game Engine)
6 5 (6.25%) HTML
7 2 (2.50%) Apache Camel
7 2 (2.50%) ASP.NET
7 2 (2.50%) D3.js
7 2 (2.50%) OAuth
7 2 (2.50%) OpenID
7 2 (2.50%) REST
7 2 (2.50%) SAML
7 2 (2.50%) SOAP
7 2 (2.50%) Web Services
8 1 (1.25%) NumPy
Miscellaneous
1 18 (22.50%) Analytical Skills
2 12 (15.00%) Algorithms
3 6 (7.50%) HoloLens
4 5 (6.25%) Enterprise Software
4 5 (6.25%) FMCG
4 5 (6.25%) Life Science
5 3 (3.75%) Hybrid Cloud
5 3 (3.75%) Pharmacovigilance
5 3 (3.75%) PMI
6 2 (2.50%) Management Information System
6 2 (2.50%) Public Cloud
6 2 (2.50%) Virtual Team
7 1 (1.25%) Data Structures
7 1 (1.25%) Self-Motivation
Operating Systems
1 1 (1.25%) Unix
Processes & Methodologies
1 53 (66.25%) Visualisation
2 40 (50.00%) Analytics
3 33 (41.25%) Data Visualisation
4 28 (35.00%) Business Intelligence
4 28 (35.00%) Data Science
5 20 (25.00%) Machine Learning
5 20 (25.00%) Open Source
6 18 (22.50%) Agile Software Development
6 18 (22.50%) Deep Learning
7 13 (16.25%) ETL
8 12 (15.00%) Data Integration
8 12 (15.00%) Mathematics
8 12 (15.00%) Software Engineering
9 11 (13.75%) Statistical Modelling
10 10 (12.50%) Data Analysis
10 10 (12.50%) Data Analytics
10 10 (12.50%) Project Management
11 9 (11.25%) Unit Testing
12 8 (10.00%) Data Security
12 8 (10.00%) Workflow
Programming Languages
1 44 (55.00%) Python
2 41 (51.25%) SQL
3 22 (27.50%) Scala
4 18 (22.50%) R
5 12 (15.00%) Bash Shell
5 12 (15.00%) C#
6 11 (13.75%) MATLAB
7 10 (12.50%) Cypher
8 9 (11.25%) JavaScript
9 8 (10.00%) Java
10 5 (6.25%) C++
10 5 (6.25%) VBA
11 4 (5.00%) PL/SQL
12 3 (3.75%) Perl
13 2 (2.50%) PHP
13 2 (2.50%) PowerShell
13 2 (2.50%) Ruby
14 1 (1.25%) VB
Qualifications
1 6 (7.50%) Degree
2 5 (6.25%) SC Cleared
2 5 (6.25%) Security Cleared
3 3 (3.75%) PMI Certification
4 2 (2.50%) CEH
4 2 (2.50%) Computer Science Degree
5 1 (1.25%) Master's Degree
Quality Assurance & Compliance
1 11 (13.75%) QA
2 5 (6.25%) CDISC
3 1 (1.25%) Data Quality
3 1 (1.25%) GDPR
System Software
1 13 (16.25%) Docker
2 8 (10.00%) Active Directory
3 5 (6.25%) Apache Flume
Systems Management
1 10 (12.50%) Kubernetes
2 2 (2.50%) Ansible
2 2 (2.50%) Opscode Chef
2 2 (2.50%) Puppet
2 2 (2.50%) Salt
Vendors
1 38 (47.50%) Tableau
2 19 (23.75%) Alteryx
3 18 (22.50%) Oracle
4 17 (21.25%) Microsoft
5 15 (18.75%) Cognos
6 12 (15.00%) Talend
7 9 (11.25%) Databricks
8 7 (8.75%) Informatica
9 6 (7.50%) Teradata
10 4 (5.00%) Datameer
10 4 (5.00%) MicroStrategy
10 4 (5.00%) SAP
10 4 (5.00%) TIBCO
11 3 (3.75%) Cisco
12 2 (2.50%) Cloudera
12 2 (2.50%) Nintex
13 1 (1.25%) Google
13 1 (1.25%) Hyperion
13 1 (1.25%) IBM
13 1 (1.25%) MapR