Period
to 10 December 2018

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 10 December 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
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 836 824 726
Rank change year-on-year -12 -98 +89
Contract jobs citing Netezza 46 75 162
As % of all contract IT jobs advertised in the UK 0.044% 0.073% 0.16%
As % of the Vendors category 0.10% 0.17% 0.35%
Number of daily rates quoted 35 53 93
UK median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.56% - -
10th Percentile £361 £325 £356
90th Percentile £613 £620 £530
UK excluding London median daily rate £488 £450 £417
% change year-on-year +8.33% +8.04% -7.44%
Number of hourly rates quoted 0 2 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 44,390 43,407 46,492
As % of all contract IT jobs advertised in the UK 42.25% 42.36% 45.28%
Number of daily rates quoted 27,593 27,148 28,421
UK median daily rate £450 £435 £420
Median daily rate % change year-on-year +3.45% +3.57% +5.00%
10th Percentile £255 £232 £240
90th Percentile £625 £625 £588
UK excluding London median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 1,652 1,409 1,693
UK median hourly rate £17.50 £17.50 £16.50
Median hourly rate % change year-on-year - +6.06% -5.71%
10th Percentile £10.75 £10.70 £10.24
90th Percentile £47.36 £45.00 £45.65
UK excluding London median hourly rate £16.58 £16.50 £16.50
% change year-on-year +0.48% - -2.94%

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 10 December 2018.

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 10 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 10 December 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
England -46 46 £475 +5.56% 12
UK excluding London -48 25 £488 +8.33% 8
London +7 21 £450 +6.19% 8
South West -30 11 £500 +9.89% 2
Midlands -3 10 £385 -14.44% 1
East Midlands - 8 £385 -
South East -33 3 £625 +38.89% 1
West Midlands -19 2 £450 - 1
Yorkshire -12 1 - -
North of England -20 1 - -

For the 6 months to 10 December 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 with a requirement for Netezza.

1 32 (69.57%) Data Warehouse
2 30 (65.22%) ETL
3 27 (58.70%) SQL
4 26 (56.52%) Oracle
5 23 (50.00%) Teradata
6 22 (47.83%) SQL Server
7 21 (45.65%) Data Modelling
8 20 (43.48%) DB2
8 20 (43.48%) Relational Database
9 18 (39.13%) RDBMS
9 18 (39.13%) Agile Software Development
10 17 (36.96%) Dimensional Modelling
10 17 (36.96%) Data Integration
10 17 (36.96%) Business Intelligence
11 14 (30.43%) Linux
11 14 (30.43%) Informatica
12 13 (28.26%) DataStage
12 13 (28.26%) Finance
12 13 (28.26%) IBM
13 12 (26.09%) SAS
13 12 (26.09%) Unix
13 12 (26.09%) IBM InfoSphere
14 11 (23.91%) Inmon Methodology
14 11 (23.91%) Analytical Skills
14 11 (23.91%) Kimball Methodology
14 11 (23.91%) Problem-Solving
15 10 (21.74%) Oracle Database
15 10 (21.74%) SDLC
15 10 (21.74%) Stakeholder Management
16 9 (19.57%) Web Services

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 12 (26.09%) SAS
2 6 (13.04%) Apache Spark
3 5 (10.87%) Apache
4 1 (2.17%) Tomcat
Applications
1 2 (4.35%) Microsoft Excel
1 2 (4.35%) SPSS
Cloud Services
1 4 (8.70%) Google Cloud Platform
2 1 (2.17%) Amazon AWS
Communications & Networking
1 1 (2.17%) Fibre Channel
1 1 (2.17%) Internet
1 1 (2.17%) SAN
Database & Business Intelligence
1 32 (69.57%) Data Warehouse
2 22 (47.83%) SQL Server
3 20 (43.48%) DB2
3 20 (43.48%) Relational Database
4 18 (39.13%) RDBMS
5 13 (28.26%) DataStage
6 12 (26.09%) IBM InfoSphere
7 10 (21.74%) Oracle Database
8 9 (19.57%) Enterprise Data Warehouse
9 8 (17.39%) DB2 UDB
9 8 (17.39%) Oracle Database 10g
9 8 (17.39%) Oracle Database 11g
9 8 (17.39%) Snowflake Schema
9 8 (17.39%) SQL Server 2005
9 8 (17.39%) SQL Server 2008
9 8 (17.39%) SQL Server 2012
10 7 (15.22%) PowerCenter
11 6 (13.04%) Big Data
11 6 (13.04%) QualityStage
11 6 (13.04%) SQL Server Integration Services
Development Applications
1 3 (6.52%) ERwin
2 1 (2.17%) Log4j
2 1 (2.17%) Oracle Forms
2 1 (2.17%) ProC
General
1 13 (28.26%) Finance
2 4 (8.70%) Retail
3 1 (2.17%) Banking
Job Titles
1 24 (52.17%) Developer
2 9 (19.57%) Informatica Developer
3 6 (13.04%) Analyst
3 6 (13.04%) DBA
4 5 (10.87%) Administrator
4 5 (10.87%) Data Engineer
4 5 (10.87%) Netezza DBA
5 4 (8.70%) Data Modeller
6 3 (6.52%) Data Administrator
6 3 (6.52%) Data Analyst
6 3 (6.52%) Data Warehouse Developer
6 3 (6.52%) DataStage Developer
6 3 (6.52%) ETL Developer
6 3 (6.52%) Netezza Administrator
6 3 (6.52%) SQL DBA
7 2 (4.35%) Big Data Analyst
7 2 (4.35%) Business Intelligence Developer
7 2 (4.35%) DataStage Specialist
7 2 (4.35%) Report Developer
7 2 (4.35%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (19.57%) Web Services
2 8 (17.39%) XML
3 2 (4.35%) Spring
4 1 (2.17%) Kafka
4 1 (2.17%) NumPy
4 1 (2.17%) Pandas
Miscellaneous
1 11 (23.91%) Analytical Skills
2 7 (15.22%) Management Information System
3 2 (4.35%) Fintech
4 1 (2.17%) Data Structures
4 1 (2.17%) Video\Live Streaming
Operating Systems
1 14 (30.43%) Linux
2 12 (26.09%) Unix
3 7 (15.22%) Windows
3 7 (15.22%) Windows Server
4 1 (2.17%) Solaris
Processes & Methodologies
1 30 (65.22%) ETL
2 21 (45.65%) Data Modelling
3 18 (39.13%) Agile Software Development
4 17 (36.96%) Business Intelligence
4 17 (36.96%) Data Integration
4 17 (36.96%) Dimensional Modelling
5 11 (23.91%) Inmon Methodology
5 11 (23.91%) Kimball Methodology
5 11 (23.91%) Problem-Solving
6 10 (21.74%) SDLC
6 10 (21.74%) Stakeholder Management
7 8 (17.39%) Computer Science
7 8 (17.39%) Data Acquisition
7 8 (17.39%) Data Analysis
7 8 (17.39%) Logical Data Model
7 8 (17.39%) Performance Monitoring
7 8 (17.39%) Physical Data Model
7 8 (17.39%) Translating Business Requirements
7 8 (17.39%) Unit Testing
7 8 (17.39%) Waterfall
Programming Languages
1 27 (58.70%) SQL
2 9 (19.57%) Python
3 6 (13.04%) Java
3 6 (13.04%) PL/SQL
3 6 (13.04%) Shell Script
3 6 (13.04%) T-SQL
4 3 (6.52%) C
4 3 (6.52%) Scala
5 2 (4.35%) R
5 2 (4.35%) VBA
6 1 (2.17%) Bash Shell
6 1 (2.17%) Korn
6 1 (2.17%) PROC SQL
Qualifications
1 9 (19.57%) Degree
2 8 (17.39%) Computer Science Degree
2 8 (17.39%) Master's Degree
3 6 (13.04%) Security Cleared
4 5 (10.87%) SC Cleared
5 3 (6.52%) BPSS Clearance
Quality Assurance & Compliance
1 8 (17.39%) Data Quality
2 1 (2.17%) GDPR
2 1 (2.17%) QA
System Software
1 1 (2.17%) HDFS
1 1 (2.17%) NFS
1 1 (2.17%) Veritas Volume Manager
Systems Management
1 1 (2.17%) Grafana
1 1 (2.17%) Oozie
1 1 (2.17%) Oracle ZFS
1 1 (2.17%) Prometheus
1 1 (2.17%) Simpana
1 1 (2.17%) Tivoli
1 1 (2.17%) ZABBIX
Vendors
1 26 (56.52%) Oracle
2 23 (50.00%) Teradata
3 14 (30.43%) Informatica
4 13 (28.26%) IBM
5 7 (15.22%) Sybase
6 6 (13.04%) Ab Initio
7 4 (8.70%) Google
7 4 (8.70%) Tableau
8 1 (2.17%) Cognos
8 1 (2.17%) CommVault
8 1 (2.17%) DataFlux
8 1 (2.17%) Greenplum
8 1 (2.17%) NetApp
8 1 (2.17%) Red Hat
8 1 (2.17%) Sun
8 1 (2.17%) Veritas
8 1 (2.17%) Virgin Media