Period
to 21 February 2018

The table below provides summary statistics for contract job vacancies advertised in England with a requirement for knowledge and experience of Netezza products and/or services. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Netezza over the 6 months to 21 February 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.

The figures below represent the IT contractor job market in general and are not representative of contractor rates within IBM Netezza.

Netezza
UK > England
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 784 711 765
Rank change year-on-year -73 +54 -56
Contract jobs citing Netezza 61 119 73
As % of all contract IT jobs advertised in England 0.065% 0.13% 0.075%
As % of the Vendors category 0.16% 0.30% 0.18%
Number of daily rates quoted 49 82 59
England median daily rate £450 £450 £430
Median daily rate % change year-on-year - +4.65% +7.50%
10th Percentile £313 £401 £363
90th Percentile £608 £565 £593
UK median daily rate £450 £450 £430
% change year-on-year - +4.65% +8.72%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Netezza is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Contract vacancies with a requirement for knowledge or experience of vendor products and services 39,252 39,823 41,659
As % of all contract IT jobs advertised in England 42.08% 44.76% 42.65%
Number of daily rates quoted 24,987 24,709 25,112
England median daily rate £450 £425 £401
Median daily rate % change year-on-year +5.88% +5.99% +0.25%
10th Percentile £238 £250 £238
90th Percentile £625 £600 £588
UK median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 1,315 1,464 1,709
England median hourly rate £17.50 £17.50 £18.00
Median hourly rate % change year-on-year - -2.78% +8.34%
10th Percentile £11.00 £10.29 £10.12
90th Percentile £47.50 £45.93 £47.50
UK median hourly rate £17.50 £17.00 £18.00
% change year-on-year +2.94% -5.56% +9.09%

Netezza
Job Vacancy Trend in England

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

Job vacancy trend for Netezza in England

Netezza
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Netezza in England.

Contractor daily rate trend for Netezza in England

Netezza
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Netezza in England over the 6 months to 21 February 2018.

Contractor daily rate histogram for Netezza in England

Netezza
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Netezza in England.

Contractor hourly rate trend for Netezza in England

Netezza
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 Netezza within the England region over the 6 months to 21 February 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 -75 25 £473 +5.00% 5
South East -16 18 £425 -5.56% 4
North of England +28 8 £460 +11.38% 1
South West - 7 £455 -
Yorkshire -7 4 £383 -7.38% 1
North East - 4 £460 -
Midlands +8 3 £413 -2.94% 3
West Midlands +7 3 £413 -2.94% 3
Netezza
UK

For the 6 months to 21 February 2018, IT contractor jobs citing Netezza 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 Netezza.

1 32 (52.46%) SQL
2 29 (47.54%) ETL
3 27 (44.26%) Data Warehouse
4 21 (34.43%) Unix
4 21 (34.43%) Oracle
5 20 (32.79%) Linux
5 20 (32.79%) IBM
6 19 (31.15%) SQL Server
6 19 (31.15%) Agile Software Development
6 19 (31.15%) SDLC
7 18 (29.51%) Business Intelligence
8 17 (27.87%) Data Analysis
9 15 (24.59%) Data Modelling
10 13 (21.31%) Hadoop
11 12 (19.67%) Analytical Skills
11 12 (19.67%) SAS
11 12 (19.67%) SQL Server Integration Services
11 12 (19.67%) Finance
12 11 (18.03%) Shell Script
12 11 (18.03%) DataStage
12 11 (18.03%) Kimball Methodology
13 10 (16.39%) Git (software)
13 10 (16.39%) Dimensional Modelling
13 10 (16.39%) IBM PureData
13 10 (16.39%) Python
13 10 (16.39%) Java
13 10 (16.39%) Telecoms
14 9 (14.75%) Data Management
14 9 (14.75%) JSON
14 9 (14.75%) XML

Netezza
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 12 (19.67%) SAS
2 9 (14.75%) Apache Spark
3 7 (11.48%) Apache Airflow
3 7 (11.48%) Luigi
4 2 (3.28%) Confluence
5 1 (1.64%) Apache Pig
5 1 (1.64%) Apache Solr
Applications
1 7 (11.48%) Pipeline Pilot
2 5 (8.20%) Microsoft Excel
3 1 (1.64%) SPSS
Business Applications
1 1 (1.64%) Cognos Business Intelligence
1 1 (1.64%) Cognos TM1
Cloud Services
1 1 (1.64%) GitHub
1 1 (1.64%) Microsoft Azure
Communications & Networking
1 1 (1.64%) Firewall
1 1 (1.64%) Internet
1 1 (1.64%) Intranet
Database & Business Intelligence
1 27 (44.26%) Data Warehouse
2 19 (31.15%) SQL Server
3 13 (21.31%) Hadoop
4 12 (19.67%) SQL Server Integration Services
5 11 (18.03%) DataStage
6 10 (16.39%) IBM PureData
7 9 (14.75%) Big Data
7 9 (14.75%) Power BI
7 9 (14.75%) SQL Server Analysis Services
8 8 (13.11%) Oracle BI EE
9 7 (11.48%) Data Mining
9 7 (11.48%) IBM InfoSphere
9 7 (11.48%) KNIME
9 7 (11.48%) Relational Database
10 6 (9.84%) Data Lake
10 6 (9.84%) OLAP
10 6 (9.84%) QlikView
10 6 (9.84%) SQL Server Reporting Services
11 5 (8.20%) DB2
12 4 (6.56%) PowerCenter
Development Applications
1 10 (16.39%) Git (software)
2 7 (11.48%) Subversion
3 5 (8.20%) ProC
4 3 (4.92%) Jenkins
General
1 12 (19.67%) Finance
2 10 (16.39%) Telecoms
3 4 (6.56%) Banking
3 4 (6.56%) Pharmaceutical
4 2 (3.28%) Billing
4 2 (3.28%) Marketing
5 1 (1.64%) Advertising
5 1 (1.64%) Financial Institution
5 1 (1.64%) Games
5 1 (1.64%) Investment Banking
5 1 (1.64%) Retail
Job Titles
1 34 (55.74%) Developer
2 12 (19.67%) Analyst
3 8 (13.11%) SAS Developer
4 7 (11.48%) Python Developer
4 7 (11.48%) SSAS Developer
5 6 (9.84%) SQL Analyst
5 6 (9.84%) SQL Data Analyst
6 5 (8.20%) Data Analyst
6 5 (8.20%) Netezza Developer
7 4 (6.56%) Business Analyst
7 4 (6.56%) Consultant
7 4 (6.56%) ETL Developer
7 4 (6.56%) ETL Tester
7 4 (6.56%) Tester
8 3 (4.92%) Business Intelligence Analyst
8 3 (4.92%) Business Intelligence Business Analyst
8 3 (4.92%) Data Engineer
8 3 (4.92%) Data Warehouse Developer
8 3 (4.92%) Senior Analyst
8 3 (4.92%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 9 (14.75%) JSON
1 9 (14.75%) XML
2 7 (11.48%) RESTful
3 3 (4.92%) Flash
4 2 (3.28%) Kafka
4 2 (3.28%) Oracle GoldenGate
5 1 (1.64%) Node.js
Miscellaneous
1 12 (19.67%) Analytical Skills
2 8 (13.11%) Computer Science
3 7 (11.48%) Life Science
4 3 (4.92%) Replication
5 1 (1.64%) Fintech
5 1 (1.64%) Greenfield Project
5 1 (1.64%) Management Information System
5 1 (1.64%) Over-the-Top Content
5 1 (1.64%) Virtual Team
5 1 (1.64%) Wiki
Operating Systems
1 21 (34.43%) Unix
2 20 (32.79%) Linux
3 1 (1.64%) Windows
3 1 (1.64%) Windows Server
Processes & Methodologies
1 29 (47.54%) ETL
2 19 (31.15%) Agile Software Development
2 19 (31.15%) SDLC
3 18 (29.51%) Business Intelligence
4 17 (27.87%) Data Analysis
5 15 (24.59%) Data Modelling
6 11 (18.03%) Kimball Methodology
7 10 (16.39%) Dimensional Modelling
8 9 (14.75%) Data Integration
8 9 (14.75%) Data Management
9 8 (13.11%) Business Analysis
9 8 (13.11%) Data Extraction
10 7 (11.48%) Bioinformatics
10 7 (11.48%) Chemistry
10 7 (11.48%) Integration Testing
10 7 (11.48%) OO
10 7 (11.48%) OOP
11 6 (9.84%) Release Management
11 6 (9.84%) Scrum
11 6 (9.84%) Visualisation
Programming Languages
1 32 (52.46%) SQL
2 11 (18.03%) Shell Script
3 10 (16.39%) Java
3 10 (16.39%) Python
4 7 (11.48%) Perl
4 7 (11.48%) Ruby
5 6 (9.84%) C
6 5 (8.20%) PROC SQL
7 4 (6.56%) C++
7 4 (6.56%) PHP
8 2 (3.28%) Bash Shell
8 2 (3.28%) Bourne shell
8 2 (3.28%) Korn
8 2 (3.28%) PL/SQL
8 2 (3.28%) T-SQL
9 1 (1.64%) C#
9 1 (1.64%) F#
9 1 (1.64%) R
9 1 (1.64%) Scala
9 1 (1.64%) VBA
Qualifications
1 8 (13.11%) Degree
2 7 (11.48%) PhD
3 1 (1.64%) Computer Science Degree
Quality Assurance & Compliance
1 6 (9.84%) QA
2 2 (3.28%) Data Quality
System Software
1 1 (1.64%) Apache Flume
Vendors
1 21 (34.43%) Oracle
2 20 (32.79%) IBM
3 9 (14.75%) Microsoft
4 7 (11.48%) Informatica
4 7 (11.48%) RapidMiner
4 7 (11.48%) Teradata
5 4 (6.56%) Cognos
6 3 (4.92%) Tableau
6 3 (4.92%) Vertica
7 2 (3.28%) Hortonworks
7 2 (3.28%) Sybase
7 2 (3.28%) Talend
8 1 (1.64%) Hyperion
8 1 (1.64%) MicroStrategy
8 1 (1.64%) Salesforce.com
8 1 (1.64%) SAP