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 27 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Nov 2014
Same period 2013 Same period 2012
Cloudera Impala
Rank 852 836 -
Rank change year-on-year
-16 -
Permanent jobs citing Impala 50 48 0
As % of all permanent IT jobs located in the UK 0.044% 0.044% -
As % of the Database & Business Intelligence category 0.15% 0.14% -
Number of salaries quoted 43 45 0
Average salary £65,000 £60,000 -
Average salary % change year-on-year
+8.33% -
UK excluding London average salary £65,000 £70,000 -
% change year-on-year
-7.14% -

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
33887 35228 37265
As % of all permanent IT jobs located in the UK 29.79% 32.18% 32.44%
Number of salaries quoted 28955 30253 33118
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 27 November 2014 within the UK.

Impala Salary Histogram in the UK

Impala
Top 9 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 27 November 2014. 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 -30 49 £63,750 +6.25% 9
London +2 45 £63,750 +6.25% 7
City of London +20 13 £62,500 +6.38% 3
East Midlands +17 3 £60,000 -14.28% 1
Northampton - 3 £60,000 -
Northamptonshire - 3 £60,000 - 1
Knutsford - 1 £80,000 -
Cheshire - 1 £80,000 -
North West - 1 £80,000 -

Impala
Top 30 Related IT Skills

For the 6 months to 27 November 2014, 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.

1 109 (95.61%) Hadoop
2 103 (90.35%) Big Data
3 96 (84.21%) Java
4 81 (71.05%) Agile Software Development
5 72 (63.16%) Apache Hive
6 64 (56.14%) MongoDB
7 55 (48.25%) HBase
8 53 (46.49%) MapReduce
8 53 (46.49%) Apache Pig
9 52 (45.61%) Analytics
10 50 (43.86%) Business Intelligence
11 46 (40.35%) OOP
11 46 (40.35%) OO
12 43 (37.72%) SQL
12 43 (37.72%) NoSQL
13 42 (36.84%) HTML5
13 42 (36.84%) CSS3
13 42 (36.84%) HTML
13 42 (36.84%) CSS
14 40 (35.09%) JavaScript
15 39 (34.21%) R
15 39 (34.21%) Visualisation
16 37 (32.46%) TDD
17 33 (28.95%) Git (software)
17 33 (28.95%) Scrum
17 33 (28.95%) HDFS
18 31 (27.19%) Apache Spark
18 31 (27.19%) Algorithms
18 31 (27.19%) Software Engineering
19 29 (25.44%) Multithreading

Impala
Top Related IT Skills by Category

For the 6 months to 27 November 2014, 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 53 (46.49%) Apache Pig
2 31 (27.19%) Apache Spark
3 22 (19.30%) Node.js
4 18 (15.79%) SAS
5 13 (11.40%) Apache
6 5 (4.39%) Oracle Coherence
7 2 (1.75%) Apache Solr
7 2 (1.75%) OpenStack
Applications
1 3 (2.63%) SPSS
2 1 (0.88%) Weka
Cloud Services
1 24 (21.05%) Amazon EMR
2 19 (16.67%) Cloud Computing
3 17 (14.91%) Amazon EC2
4 14 (12.28%) Amazon AWS
5 13 (11.40%) Amazon S3
6 3 (2.63%) SaaS
7 2 (1.75%) Google Cloud Platform
Communications & Networking
1 16 (14.04%) Internet
2 3 (2.63%) HTTP
Database & Business Intelligence
1 109 (95.61%) Hadoop
2 103 (90.35%) Big Data
3 72 (63.16%) Apache Hive
4 64 (56.14%) MongoDB
5 55 (48.25%) HBase
6 43 (37.72%) NoSQL
7 27 (23.68%) Mahout
8 22 (19.30%) Apache Cassandra
9 20 (17.54%) Data Warehouse
10 15 (13.16%) QlikView
11 14 (12.28%) PostgreSQL
12 9 (7.89%) SQL Server
13 8 (7.02%) Data Mining
14 7 (6.14%) Sqoop
15 6 (5.26%) Relational Database
15 6 (5.26%) RDBMS
15 6 (5.26%) Oracle Exadata
16 5 (4.39%) MySQL
17 2 (1.75%) Pentaho
17 2 (1.75%) CouchDB
Development Applications
1 33 (28.95%) Git (software)
2 18 (15.79%) Jenkins
3 14 (12.28%) Mercurial
4 13 (11.40%) Yeoman
5 10 (8.77%) Maven
6 7 (6.14%) Talend Open Studio
7 5 (4.39%) TeamCity
7 5 (4.39%) Subversion
General
1 19 (16.67%) Finance
2 18 (15.79%) Banking
3 14 (12.28%) Games
4 12 (10.53%) Retail
5 5 (4.39%) Publishing
5 5 (4.39%) Front Office
6 4 (3.51%) Marketing
7 2 (1.75%) Telecoms
7 2 (1.75%) Legal
7 2 (1.75%) Investment Banking
Job Titles
1 69 (60.53%) Developer
2 46 (40.35%) Senior Developer
3 33 (28.95%) Java Developer
4 24 (21.05%) Architect
5 22 (19.30%) Senior Java Developer
5 22 (19.30%) JavaScript Developer
6 18 (15.79%) Senior Architect
6 18 (15.79%) Senior JavaScript Developer
7 17 (14.91%) Data Scientist
8 14 (12.28%) Java Architect
8 14 (12.28%) Senior Java Architect
9 9 (7.89%) Big Data Developer
10 8 (7.02%) Data Architect
11 5 (4.39%) Big Data Architect
12 4 (3.51%) Senior Data Architect
13 3 (2.63%) Senior Big Data Developer
13 3 (2.63%) Hadoop Developer
13 3 (2.63%) Front-End Developer
13 3 (2.63%) Senior Front-End Developer
14 2 (1.75%) Analyst
Libraries, Frameworks & Software Standards
1 42 (36.84%) CSS
1 42 (36.84%) HTML
1 42 (36.84%) HTML5
1 42 (36.84%) CSS3
2 25 (21.93%) Backbone.js
2 25 (21.93%) AngularJS
2 25 (21.93%) JSON
2 25 (21.93%) jQuery
3 24 (21.05%) JDBC
4 22 (19.30%) Ajax
4 22 (19.30%) HTML5 Canvas
5 16 (14.04%) Google Closure
5 16 (14.04%) J2EE
6 14 (12.28%) Swing
6 14 (12.28%) Pandas
6 14 (12.28%) SciPy
7 13 (11.40%) D3.js
7 13 (11.40%) Kafka
7 13 (11.40%) Cascalog
8 12 (10.53%) Cascading
Miscellaneous
1 39 (34.21%) Visualisation
2 31 (27.19%) Algorithms
3 26 (22.81%) Analytical Skills
4 24 (21.05%) Data Integration
5 17 (14.91%) Statistics
6 16 (14.04%) Mathematics
7 14 (12.28%) Client/Server
7 14 (12.28%) User Experience
8 11 (9.65%) Open Source
9 7 (6.14%) Derivative
10 5 (4.39%) Interest Rate Derivative
11 4 (3.51%) Computer Science
12 3 (2.63%) iPhone
13 2 (1.75%) Data Structures
14 1 (0.88%) FMCG
14 1 (0.88%) Social Media
14 1 (0.88%) Oracle Exalytics
14 1 (0.88%) Reference Data
14 1 (0.88%) Physics
14 1 (0.88%) Fixed Income
Operating Systems
1 20 (17.54%) Linux
2 14 (12.28%) UNIX
Processes & Methodologies
1 81 (71.05%) Agile Software Development
2 53 (46.49%) MapReduce
3 52 (45.61%) Analytics
4 50 (43.86%) Business Intelligence
5 46 (40.35%) OOP
5 46 (40.35%) OO
6 37 (32.46%) TDD
7 33 (28.95%) Scrum
8 31 (27.19%) Software Engineering
9 29 (25.44%) Multithreading
10 19 (16.67%) Web Development
11 18 (15.79%) Data Visualisation
12 17 (14.91%) ETL
13 15 (13.16%) Data Analysis
14 12 (10.53%) Use Case
14 12 (10.53%) User Stories
14 12 (10.53%) Coaching
15 10 (8.77%) Data Munging
15 10 (8.77%) Time Series Analysis
15 10 (8.77%) Unit Testing
Programming Languages
1 96 (84.21%) Java
2 43 (37.72%) SQL
3 40 (35.09%) JavaScript
4 39 (34.21%) R
5 29 (25.44%) Python
6 21 (18.42%) Bash Shell
7 18 (15.79%) Scala
8 16 (14.04%) C++
9 13 (11.40%) VBA
10 11 (9.65%) C
11 10 (8.77%) Clojure
12 2 (1.75%) MATLAB
12 2 (1.75%) C#
13 1 (0.88%) PL/SQL
13 1 (0.88%) Shell Script
13 1 (0.88%) Haskell
Qualifications
1 20 (17.54%) Degree
2 4 (3.51%) SC Cleared
2 4 (3.51%) Security Cleared
3 1 (0.88%) PhD
Quality Assurance & Compliance
1 17 (14.91%) QA
2 1 (0.88%) Data Quality
System Software
1 33 (28.95%) HDFS
2 16 (14.04%) Apache Flume
3 13 (11.40%) VirtualBox
Systems Management
1 15 (13.16%) Oozie
2 13 (11.40%) Vagrant
3 8 (7.02%) Hadoop YARN
Vendors
1 16 (14.04%) Google
2 15 (13.16%) Teradata
3 10 (8.77%) Oracle
4 9 (7.89%) Cognos
4 9 (7.89%) Informatica
5 8 (7.02%) Ab Initio
5 8 (7.02%) Tableau
5 8 (7.02%) Cloudera
6 7 (6.14%) Talend
7 6 (5.26%) Birst
8 5 (4.39%) Netezza
9 4 (3.51%) IBM
10 3 (2.63%) SmartFocus
10 3 (2.63%) Hortonworks
10 3 (2.63%) MapR
11 2 (1.75%) Datameer
11 2 (1.75%) Hadapt
11 2 (1.75%) Splunk
11 2 (1.75%) Microsoft
11 2 (1.75%) Business Objects
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