Period
to 23 November 2017

The table below provides summary statistics for contract job vacancies 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 23 November 2017 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
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 807 738 803
Rank change year-on-year -69 +65 -25
Contract jobs citing Netezza 80 153 92
As % of all contract IT jobs advertised in the UK 0.078% 0.15% 0.081%
As % of the Vendors category 0.18% 0.32% 0.19%
Number of daily rates quoted 54 88 52
UK median daily rate £450 £450 £450
10th Percentile £325 £409 £328
90th Percentile £593 £511 £613
UK excluding London median daily rate £450 £420 £450
% change year-on-year +7.14% -6.67% +14.50%
Number of hourly rates quoted 2 0 0
UK median hourly rate £19.30 - -
UK excluding London median hourly rate £19.30 - -

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.

All Vendors
UK
Contract vacancies with a requirement for knowledge or experience of vendor products and services 43948 47741 49215
As % of all contract IT jobs advertised in the UK 42.62% 45.35% 43.30%
Number of daily rates quoted 27314 29152 29013
UK median daily rate £433 £420 £400
Median daily rate % change year-on-year +2.98% +5.00% -
10th Percentile £235 £240 £225
90th Percentile £625 £588 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +4.17%
Number of hourly rates quoted 1468 1711 2098
UK median hourly rate £17.43 £16.50 £17.50
Median hourly rate % change year-on-year +5.64% -5.71% +6.06%
10th Percentile £10.65 £10.25 £10.13
90th Percentile £45.30 £45.00 £43.75
UK excluding London median hourly rate £16.50 £16.50 £17.50
% change year-on-year - -5.71% +6.06%

Netezza
Job Vacancy Trend

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

Job vacancy trend for Netezza in the UK

Netezza
Contractor Daily Rate Trend

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

Contractor daily rate trend for Netezza in the UK

Netezza
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Netezza over the 6 months to 23 November 2017.

Contractor daily rate histogram for Netezza in the UK

Netezza
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Netezza in the UK

Netezza
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Netezza within the UK over the 6 months to 23 November 2017. 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
England -67 65 £450 - 4
UK excluding London +22 47 £450 +7.14% 2
London -81 27 £448 -0.56% 2
South East +8 17 £450 -5.26% 1
South West - 10 £455 -
Scotland +2 8 £400 -
North of England +32 6 £460 +9.52% 1
West Midlands +32 4 £450 +15.02%
Midlands +24 4 £450 +15.02%
North East - 4 £460 -
Yorkshire -12 2 £439 +4.46% 1
Northern Ireland - 2 - -

For the 6 months to 23 November 2017, IT contractor jobs citing Netezza also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Netezza.

1 53 (66.25%) Data Warehouse
2 36 (45.00%) SQL
3 32 (40.00%) ETL
4 30 (37.50%) IBM
5 29 (36.25%) Oracle
6 25 (31.25%) Agile Software Development
7 24 (30.00%) Business Intelligence
8 23 (28.75%) Unix
8 23 (28.75%) Data Modelling
9 18 (22.50%) Linux
10 17 (21.25%) Finance
10 17 (21.25%) SDLC
11 16 (20.00%) IBM InfoSphere
11 16 (20.00%) Hadoop
12 15 (18.75%) Data Integration
13 14 (17.50%) Data Analysis
14 13 (16.25%) Python
14 13 (16.25%) DataStage
15 12 (15.00%) Shell Script
15 12 (15.00%) Banking
15 12 (15.00%) Teradata
15 12 (15.00%) Business Analysis
15 12 (15.00%) Computer Science
15 12 (15.00%) Big Data
16 11 (13.75%) RESTful
16 11 (13.75%) Relational Database
16 11 (13.75%) Git (software)
16 11 (13.75%) OO
16 11 (13.75%) SQL Server
17 10 (12.50%) XML

Netezza
Co-occurring IT Skills 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 10 (12.50%) Apache Airflow
1 10 (12.50%) Apache Spark
1 10 (12.50%) Luigi
1 10 (12.50%) SAS
2 2 (2.50%) Oracle Workflow
3 1 (1.25%) Apache
3 1 (1.25%) IIS
Applications
1 10 (12.50%) Pipeline Pilot
2 2 (2.50%) SPSS
Business Applications
1 2 (2.50%) Cognos Business Intelligence
Cloud Services
1 1 (1.25%) Google Cloud Platform
Communications & Networking
1 1 (1.25%) Firewall
1 1 (1.25%) Internet
1 1 (1.25%) Intranet
Database & Business Intelligence
1 53 (66.25%) Data Warehouse
2 16 (20.00%) Hadoop
2 16 (20.00%) IBM InfoSphere
3 13 (16.25%) DataStage
4 12 (15.00%) Big Data
5 11 (13.75%) Relational Database
5 11 (13.75%) SQL Server
6 10 (12.50%) Data Mining
6 10 (12.50%) KNIME
7 9 (11.25%) Oracle Database
8 7 (8.75%) IBM PureData
8 7 (8.75%) SQL Server Integration Services
9 6 (7.50%) BusinessObjects
9 6 (7.50%) DB2
9 6 (7.50%) Enterprise Data Warehouse
9 6 (7.50%) Oracle Database 12c
9 6 (7.50%) PowerCenter
10 5 (6.25%) OLAP
10 5 (6.25%) Oracle Reports
10 5 (6.25%) SQL Server Analysis Services
Development Applications
1 11 (13.75%) Git (software)
2 10 (12.50%) Subversion
3 7 (8.75%) Talend Open Studio
4 4 (5.00%) ProC
General
1 17 (21.25%) Finance
2 12 (15.00%) Banking
3 7 (8.75%) Telecoms
4 6 (7.50%) Retail
5 5 (6.25%) Retail Banking
6 4 (5.00%) Pharmaceutical
7 2 (2.50%) Financial Institution
8 1 (1.25%) Dutch Language
8 1 (1.25%) Games
8 1 (1.25%) Investment Banking
Job Titles
1 38 (47.50%) Developer
2 12 (15.00%) Analyst
3 11 (13.75%) Python Developer
4 9 (11.25%) Business Analyst
5 8 (10.00%) Consultant
5 8 (10.00%) Netezza Developer
6 7 (8.75%) ETL Developer
6 7 (8.75%) SAS Developer
7 6 (7.50%) Architect
7 6 (7.50%) Data Architect
7 6 (7.50%) Data Consultant
8 5 (6.25%) Data Warehouse Consultant
8 5 (6.25%) ETL Tester
8 5 (6.25%) Tester
9 4 (5.00%) Business Intelligence Developer
9 4 (5.00%) SQL Analyst
9 4 (5.00%) SSAS Developer
10 3 (3.75%) Business Intelligence Business Analyst
10 3 (3.75%) DataStage Consultant
10 3 (3.75%) DataStage Developer
Libraries, Frameworks & Software Standards
1 11 (13.75%) RESTful
2 10 (12.50%) JSON
2 10 (12.50%) XML
3 3 (3.75%) Flash
4 2 (2.50%) Oracle GoldenGate
5 1 (1.25%) D3.js
Miscellaneous
1 12 (15.00%) Computer Science
2 10 (12.50%) Life Science
3 8 (10.00%) Analytical Skills
4 6 (7.50%) Data Structures
5 2 (2.50%) Derivative
5 2 (2.50%) Equities
5 2 (2.50%) Fixed Income
5 2 (2.50%) Replication
6 1 (1.25%) Management Information System
6 1 (1.25%) Over-the-Top Content
6 1 (1.25%) Public Cloud
6 1 (1.25%) Video Conferencing
6 1 (1.25%) Virtual Team
Operating Systems
1 23 (28.75%) Unix
2 18 (22.50%) Linux
3 1 (1.25%) Windows
3 1 (1.25%) Windows Server
Processes & Methodologies
1 32 (40.00%) ETL
2 25 (31.25%) Agile Software Development
3 24 (30.00%) Business Intelligence
4 23 (28.75%) Data Modelling
5 17 (21.25%) SDLC
6 15 (18.75%) Data Integration
7 14 (17.50%) Data Analysis
8 12 (15.00%) Business Analysis
9 11 (13.75%) OO
10 10 (12.50%) Bioinformatics
10 10 (12.50%) Chemistry
10 10 (12.50%) Dimensional Modelling
10 10 (12.50%) Integration Testing
10 10 (12.50%) Kimball Methodology
10 10 (12.50%) OOP
11 8 (10.00%) Data Management
11 8 (10.00%) Workflow
12 7 (8.75%) Test Automation
12 7 (8.75%) Unit Testing
13 6 (7.50%) Data Extraction
Programming Languages
1 36 (45.00%) SQL
2 13 (16.25%) Python
3 12 (15.00%) Shell Script
4 10 (12.50%) Java
4 10 (12.50%) Perl
4 10 (12.50%) Ruby
5 7 (8.75%) C
6 5 (6.25%) C++
7 4 (5.00%) PHP
7 4 (5.00%) PROC SQL
8 3 (3.75%) PL/SQL
9 2 (2.50%) Bash Shell
9 2 (2.50%) Bourne shell
9 2 (2.50%) Korn
9 2 (2.50%) T-SQL
10 1 (1.25%) R
10 1 (1.25%) SAS Macro
Qualifications
1 10 (12.50%) PhD
2 8 (10.00%) Degree
3 2 (2.50%) Computer Science Degree
4 1 (1.25%) IBM Certification
Quality Assurance & Compliance
1 7 (8.75%) Data Quality
2 4 (5.00%) QA
3 2 (2.50%) MiFID
Systems Management
1 2 (2.50%) Control-M
Vendors
1 30 (37.50%) IBM
2 29 (36.25%) Oracle
3 12 (15.00%) Teradata
4 10 (12.50%) RapidMiner
5 9 (11.25%) Informatica
6 8 (10.00%) MicroStrategy
6 8 (10.00%) Tableau
7 7 (8.75%) Talend
8 5 (6.25%) Microsoft
8 5 (6.25%) Vertica
9 4 (5.00%) Cognos
9 4 (5.00%) Hyperion
10 3 (3.75%) Salesforce.com
11 2 (2.50%) Ab Initio
11 2 (2.50%) Bloomberg
11 2 (2.50%) Fidessa
11 2 (2.50%) SAP
12 1 (1.25%) Cloudera
12 1 (1.25%) Hortonworks
12 1 (1.25%) Sybase