The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Impala over the 3 months to 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Cloudera Impala
Rank 812 857 -
Rank change year-on-year
+45 -
Permanent jobs citing Impala 66 36 0
As % of all permanent IT jobs located in the UK 0.062% 0.035% -
As % of the Database & Business Intelligence category 0.21% 0.11% -
Number of salaries quoted 59 35 0
Average salary £67,500 £60,000 -
Average salary % change year-on-year
+12.50% -
UK excluding London average salary £65,000 - -

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
31731 32609 36157
As % of all permanent IT jobs located in the UK 29.97% 31.79% 33.05%
Number of salaries quoted 27291 27655 32143
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

Impala
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Impala within the UK as a proportion of the total demand within the Database & Business Intelligence category.

Impala Jobs Demand Trend in the UK

Impala
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Impala within the UK.

Impala Salary Trend in the UK

Impala
Salary Histogram

This chart provides a salary histogram for IT jobs citing Impala over the 3 months to 30 January 2015 within the UK.

Impala Salary Histogram in the UK

Impala
Top 15 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Impala within the UK over the 3 months to 30 January 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +24 64 £67,500 +12.50% 11
London +7 43 £72,500 +20.83% 6
Northamptonshire - 10 £65,000 -
East Midlands - 10 £65,000 -
Northampton - 9 £65,000 -
City of London -1 7 £82,500 +13.79% 2
North West - 4 £67,500 -
South East - 3 £32,500 - 1
West Midlands - 3 £37,500 - 4
Tunbridge Wells - 3 £32,500 - 1
Cheshire - 3 £65,000 -
Kent - 3 £32,500 - 1
Birmingham - 3 £37,500 - 4
Knutsford - 1 £80,000 -
Manchester - 1 £70,000 -

Impala
Top 30 Related IT Skills

For the 6 months to 30 January 2015, IT jobs within the UK citing Impala also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Impala.

1 104 (96.30%) Hadoop
2 93 (86.11%) Big Data
3 81 (75.00%) Java
4 79 (73.15%) Apache Hive
5 64 (59.26%) Apache Pig
6 55 (50.93%) MapReduce
7 53 (49.07%) HBase
8 43 (39.81%) Bash Shell
9 40 (37.04%) Analytics
9 40 (37.04%) Apache Spark
9 40 (37.04%) Finance
9 40 (37.04%) Agile Software Development
10 38 (35.19%) Scala
11 37 (34.26%) MongoDB
12 36 (33.33%) HDFS
13 34 (31.48%) SAS
13 34 (31.48%) Data Warehouse
14 32 (29.63%) SQL
14 32 (29.63%) Teradata
15 29 (26.85%) Open Source
16 28 (25.93%) NoSQL
16 28 (25.93%) Python
17 26 (24.07%) Business Intelligence
17 26 (24.07%) Analytical Skills
18 25 (23.15%) Kafka
18 25 (23.15%) Jenkins
18 25 (23.15%) Data Integration
18 25 (23.15%) C++
19 24 (22.22%) ETL
19 24 (22.22%) Banking

Impala
Top Related IT Skills by Category

For the 6 months to 30 January 2015, IT jobs within the UK citing Impala also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Impala. Up to 20 skills are shown per category.

Application Platforms
1 64 (59.26%) Apache Pig
2 40 (37.04%) Apache Spark
3 34 (31.48%) SAS
4 9 (8.33%) Node.js
5 5 (4.63%) Apache Solr
6 2 (1.85%) Oracle Coherence
6 2 (1.85%) OpenStack
Applications
1 3 (2.78%) SPSS
2 1 (0.93%) Weka
Business Applications
1 1 (0.93%) Google Analytics
Cloud Services
1 20 (18.52%) Amazon EMR
2 18 (16.67%) Amazon EC2
3 17 (15.74%) Amazon S3
4 16 (14.81%) Amazon AWS
5 7 (6.48%) Cloud Computing
6 3 (2.78%) SaaS
7 2 (1.85%) Google Cloud Platform
Communications & Networking
1 4 (3.70%) Internet
2 2 (1.85%) HTTP
Database & Business Intelligence
1 104 (96.30%) Hadoop
2 93 (86.11%) Big Data
3 79 (73.15%) Apache Hive
4 53 (49.07%) HBase
5 37 (34.26%) MongoDB
6 34 (31.48%) Data Warehouse
7 28 (25.93%) NoSQL
8 22 (20.37%) Mahout
9 19 (17.59%) PostgreSQL
10 14 (12.96%) Apache Cassandra
11 12 (11.11%) Pentaho
11 12 (11.11%) Relational Database
11 12 (11.11%) Sqoop
12 11 (10.19%) RDBMS
13 10 (9.26%) SQL Server
14 8 (7.41%) MySQL
14 8 (7.41%) QlikView
15 7 (6.48%) Data Mining
16 6 (5.56%) Oracle Exadata
17 3 (2.78%) CouchDB
Development Applications
1 25 (23.15%) Jenkins
2 22 (20.37%) Git (software)
3 17 (15.74%) Yeoman
3 17 (15.74%) Talend Open Studio
4 7 (6.48%) Maven
5 2 (1.85%) JUnit
5 2 (1.85%) Subversion
5 2 (1.85%) PHPUnit
5 2 (1.85%) Mercurial
5 2 (1.85%) TeamCity
6 1 (0.93%) JIRA
General
1 40 (37.04%) Finance
2 24 (22.22%) Banking
3 15 (13.89%) Retail
4 10 (9.26%) Legal
5 6 (5.56%) Marketing
6 5 (4.63%) Telecoms
7 4 (3.70%) Games
8 3 (2.78%) Investment Banking
9 2 (1.85%) Advertising
9 2 (1.85%) Financial Institution
9 2 (1.85%) Front Office
10 1 (0.93%) Law
Job Titles
1 40 (37.04%) Developer
2 21 (19.44%) Data Scientist
3 17 (15.74%) Senior Developer
4 15 (13.89%) Architect
5 13 (12.04%) Java Developer
6 12 (11.11%) Designer
6 12 (11.11%) Hadoop Developer
7 11 (10.19%) Data Architect
8 9 (8.33%) Big Data Developer
8 9 (8.33%) Senior JavaScript Developer
8 9 (8.33%) Senior Architect
8 9 (8.33%) JavaScript Developer
9 8 (7.41%) Big Data Architect
10 7 (6.48%) Senior Data Architect
10 7 (6.48%) Lead Developer
10 7 (6.48%) Analyst
11 5 (4.63%) Data Analyst
12 4 (3.70%) Senior Java Developer
12 4 (3.70%) Front-End Developer
12 4 (3.70%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 25 (23.15%) Kafka
2 23 (21.30%) Cascading
3 20 (18.52%) CSS3
3 20 (18.52%) HTML5
3 20 (18.52%) HTML
3 20 (18.52%) CSS
4 18 (16.67%) SciPy
4 18 (16.67%) Pandas
5 17 (15.74%) Cascalog
5 17 (15.74%) D3.js
6 16 (14.81%) AngularJS
7 15 (13.89%) Natural Language Processing
8 13 (12.04%) Backbone.js
8 13 (12.04%) jQuery
9 10 (9.26%) WebSphere Message Broker
10 9 (8.33%) HTML5 Canvas
10 9 (8.33%) Ajax
11 6 (5.56%) .NET
11 6 (5.56%) RESTful
12 4 (3.70%) CGI
Miscellaneous
1 29 (26.85%) Open Source
2 26 (24.07%) Analytical Skills
3 25 (23.15%) Data Integration
4 23 (21.30%) Visualisation
5 7 (6.48%) Algorithms
6 6 (5.56%) Computer Science
7 5 (4.63%) Data Structures
7 5 (4.63%) Derivative
8 4 (3.70%) iPhone
9 3 (2.78%) Mathematics
9 3 (2.78%) Statistics
10 2 (1.85%) Client/Server
10 2 (1.85%) Interest Rate Derivative
10 2 (1.85%) User Experience
11 1 (0.93%) FMCG
11 1 (0.93%) Social Media
11 1 (0.93%) Oracle Exalytics
11 1 (0.93%) Economics
11 1 (0.93%) Replication
11 1 (0.93%) Fixed Income
Operating Systems
1 12 (11.11%) Linux
2 3 (2.78%) CentOS
3 2 (1.85%) UNIX
Processes & Methodologies
1 55 (50.93%) MapReduce
2 40 (37.04%) Analytics
2 40 (37.04%) Agile Software Development
3 26 (24.07%) Business Intelligence
4 24 (22.22%) ETL
5 17 (15.74%) Stakeholder Management
6 16 (14.81%) Use Case
6 16 (14.81%) User Stories
6 16 (14.81%) Coaching
7 15 (13.89%) Data Munging
7 15 (13.89%) Time Series Analysis
7 15 (13.89%) Data Visualisation
7 15 (13.89%) Unit Testing
7 15 (13.89%) Continuous Integration
7 15 (13.89%) Statistical Analysis
8 13 (12.04%) OOP
8 13 (12.04%) OO
9 12 (11.11%) TDD
9 12 (11.11%) Demand Management
10 10 (9.26%) Scrum
Programming Languages
1 81 (75.00%) Java
2 43 (39.81%) Bash Shell
3 38 (35.19%) Scala
4 32 (29.63%) SQL
5 28 (25.93%) Python
6 25 (23.15%) C++
7 23 (21.30%) C
8 21 (19.44%) R
9 17 (15.74%) VBA
10 15 (13.89%) Clojure
10 15 (13.89%) JavaScript
11 3 (2.78%) Perl
11 3 (2.78%) PHP
12 2 (1.85%) MATLAB
12 2 (1.85%) C#
13 1 (0.93%) Haskell
13 1 (0.93%) PL/SQL
13 1 (0.93%) Shell Script
Qualifications
1 8 (7.41%) Degree
2 4 (3.70%) SC Cleared
2 4 (3.70%) Security Cleared
Quality Assurance & Compliance
1 5 (4.63%) QA
2 1 (0.93%) Data Quality
System Software
1 36 (33.33%) HDFS
2 17 (15.74%) VirtualBox
3 11 (10.19%) Apache Flume
4 4 (3.70%) Apache ZooKeeper
5 3 (2.78%) Docker
Systems Management
1 20 (18.52%) Vagrant
2 14 (12.96%) Hadoop YARN
3 10 (9.26%) Oozie
4 3 (2.78%) Puppet
4 3 (2.78%) Opscode Chef
5 1 (0.93%) Ambari
Vendors
1 32 (29.63%) Teradata
2 20 (18.52%) Cloudera
2 20 (18.52%) Informatica
3 19 (17.59%) Ab Initio
4 18 (16.67%) Cognos
5 17 (15.74%) Talend
6 8 (7.41%) Oracle
7 6 (5.56%) Google
8 5 (4.63%) Netezza
9 4 (3.70%) IBM
9 4 (3.70%) SmartFocus
10 3 (2.78%) Hortonworks
10 3 (2.78%) MapR
10 3 (2.78%) Red Hat
11 2 (1.85%) Microsoft
11 2 (1.85%) Business Objects
11 2 (1.85%) DoubleClick
11 2 (1.85%) Platfora
11 2 (1.85%) Datameer
11 2 (1.85%) Hadapt
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