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 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 840 871 894
Rank change year-on-year
+31 +23
Permanent jobs citing Impala 103 63 38
As % of all permanent IT jobs located in the UK 0.10% 0.060% 0.037%
As % of the Database & Business Intelligence category 0.32% 0.19% 0.11%
Number of salaries quoted 72 56 37
Average salary £65,000 £67,500 £60,000
Average salary % change year-on-year
-3.70% +12.50%
90% offered a salary of more than £52,650 £37,500 £55,000
10% offered a salary of more than £98,750 £92,500 £72,500
UK excluding London average salary £57,500 £65,000 -
% change year-on-year
-11.53% -

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
32287 32560 33929
As % of all permanent IT jobs located in the UK 31.70% 31.00% 32.65%
Number of salaries quoted 27385 27941 28654
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 14 February 2016 within the UK.

Impala Salary Histogram in the UK

Impala
Top 10 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 14 February 2016. 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 +45 100 £65,000 -3.70% 14
London +23 56 £70,000 -3.44% 9
West Midlands +9 37 £57,500 +64.28% 4
Warwick - 32 £57,500 - 3
Warwickshire - 32 £57,500 - 3
West Yorkshire - 6 £60,125 -
Yorkshire - 6 £60,125 -
Leeds - 6 £60,125 -
City of London +50 2 £66,250 -17.18% 2
South East +2 1 £62,500 +92.30% 1

Impala
Top 30 Related IT Skills

For the 6 months to 14 February 2016, 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.

1 179 (94.21%) Hadoop
2 174 (91.58%) Apache Hive
3 167 (87.89%) Big Data
4 129 (67.89%) Java
5 124 (65.26%) SQL
6 105 (55.26%) Apache Spark
7 101 (53.16%) Apache Pig
8 94 (49.47%) Analytics
9 86 (45.26%) Python
10 82 (43.16%) Business Intelligence
11 73 (38.42%) MapReduce
12 69 (36.32%) MongoDB
13 64 (33.68%) ETL
14 63 (33.16%) Open Source
15 59 (31.05%) Apache Cassandra
16 58 (30.53%) PostgreSQL
17 56 (29.47%) NoSQL
18 55 (28.95%) Scala
18 55 (28.95%) Apache Flume
19 53 (27.89%) Data Analytics
19 53 (27.89%) Data Management
20 50 (26.32%) Finance
20 50 (26.32%) R
20 50 (26.32%) Analytical Skills
21 49 (25.79%) HDFS
22 46 (24.21%) Cloudera
22 46 (24.21%) HBase
23 45 (23.68%) Sqoop
23 45 (23.68%) Oozie
23 45 (23.68%) Amazon AWS

Impala
Top Related IT Skills by Category

For the 6 months to 14 February 2016, 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
1 105 (55.26%) Apache Spark
2 101 (53.16%) Apache Pig
3 31 (16.32%) Apache
4 30 (15.79%) Elasticsearch
4 30 (15.79%) SAS
5 26 (13.68%) Apache Solr
6 1 (0.53%) Node.js
6 1 (0.53%) SharePoint Server
Applications
1 1 (0.53%) SPSS
Business Applications
1 5 (2.63%) SAP Oil and Gas
Cloud Services
1 45 (23.68%) Amazon AWS
2 35 (18.42%) Amazon EC2
3 32 (16.84%) Amazon EMR
4 30 (15.79%) Amazon S3
5 5 (2.63%) Amazon Kinesis
6 1 (0.53%) Cloud Computing
6 1 (0.53%) Microsoft Azure
Communications & Networking
1 2 (1.05%) Internet
2 1 (0.53%) Kerberos
Database & Business Intelligence
1 179 (94.21%) Hadoop
2 174 (91.58%) Apache Hive
3 167 (87.89%) Big Data
4 69 (36.32%) MongoDB
5 59 (31.05%) Apache Cassandra
6 58 (30.53%) PostgreSQL
7 56 (29.47%) NoSQL
8 46 (24.21%) HBase
9 45 (23.68%) Sqoop
10 36 (18.95%) Mahout
11 35 (18.42%) Spark SQL
11 35 (18.42%) SQL Server
12 33 (17.37%) Data Warehouse
12 33 (17.37%) Neo4j
13 28 (14.74%) Riak
14 25 (13.16%) Data Mining
15 12 (6.32%) Relational Database
16 10 (5.26%) RDBMS
17 6 (3.16%) Amazon Redshift
17 6 (3.16%) SQL Server Integration Services
Development Applications
1 27 (14.21%) Git (software)
2 26 (13.68%) Jenkins
2 26 (13.68%) Vagrant
2 26 (13.68%) Yeoman
3 8 (4.21%) Talend Open Studio
4 1 (0.53%) ERwin
4 1 (0.53%) PowerDesigner
4 1 (0.53%) SonarQube
4 1 (0.53%) Subversion
4 1 (0.53%) TeamCity
4 1 (0.53%) Visual Studio
General
1 50 (26.32%) Finance
2 34 (17.89%) Banking
3 30 (15.79%) Retail
4 27 (14.21%) Telecoms
5 18 (9.47%) Manufacturing
6 8 (4.21%) Marketing
7 7 (3.68%) Investment Banking
8 6 (3.16%) Electronics
9 3 (1.58%) Legal
10 2 (1.05%) Automotive
11 1 (0.53%) Financial Institution
11 1 (0.53%) Games
11 1 (0.53%) Pharmaceutical
Job Titles
1 56 (29.47%) Developer
2 41 (21.58%) Big Data Developer
3 39 (20.53%) Data Scientist
3 39 (20.53%) Hadoop Developer
4 27 (14.21%) Hadoop Engineer
5 26 (13.68%) Java Developer
6 25 (13.16%) Administrator
6 25 (13.16%) Consultant
6 25 (13.16%) Data Consultant
6 25 (13.16%) Hadoop Administrator
7 22 (11.58%) Java Engineer
8 16 (8.42%) Architect
8 16 (8.42%) Data Analytics Consultant
9 15 (7.89%) Big Data Engineer
10 12 (6.32%) Data Architect
11 10 (5.26%) Big Data Architect
11 10 (5.26%) Senior Developer
12 9 (4.74%) Big Data Consultant
12 9 (4.74%) Hadoop Architect
12 9 (4.74%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 30 (15.79%) D3.js
2 27 (14.21%) scikit-learn
3 26 (13.68%) Cascalog
3 26 (13.68%) Pandas
3 26 (13.68%) SciPy
4 25 (13.16%) LAPP Stack
5 24 (12.63%) Natural Language Processing
6 23 (12.11%) Kafka
7 17 (8.95%) Web Services
8 9 (4.74%) Cascading
9 5 (2.63%) HTML
10 4 (2.11%) HTML5
10 4 (2.11%) Velocity
11 3 (1.58%) Twitter Bootstrap
12 2 (1.05%) AngularJS
12 2 (1.05%) Spring
13 1 (0.53%) ActiveMQ
13 1 (0.53%) Apache Avro
13 1 (0.53%) CSS
13 1 (0.53%) J2EE
Miscellaneous
1 50 (26.32%) Analytical Skills
2 39 (20.53%) Visualisation
3 17 (8.95%) Computer Science
4 15 (7.89%) Data Integration
5 12 (6.32%) Statistics
6 11 (5.79%) Algorithms
6 11 (5.79%) Mathematics
7 7 (3.68%) Physics
8 6 (3.16%) Blog
9 4 (2.11%) Credit Risk
9 4 (2.11%) Data Centre
9 4 (2.11%) Data Structures
9 4 (2.11%) Management Information System
10 2 (1.05%) Cybercrime
10 2 (1.05%) Economics
10 2 (1.05%) Life Science
11 1 (0.53%) Applied Mathematics
11 1 (0.53%) Credit Derivative
11 1 (0.53%) Derivative
11 1 (0.53%) Online Games
Operating Systems
1 34 (17.89%) Linux
2 3 (1.58%) Unix
3 1 (0.53%) CentOS
Processes & Methodologies
1 94 (49.47%) Analytics
2 82 (43.16%) Business Intelligence
3 73 (38.42%) MapReduce
4 64 (33.68%) ETL
5 63 (33.16%) Open Source
6 53 (27.89%) Data Analytics
6 53 (27.89%) Data Management
7 36 (18.95%) Software Engineering
8 31 (16.32%) Statistical Analysis
9 28 (14.74%) Data Munging
9 28 (14.74%) Data Visualisation
10 27 (14.21%) Performance Tuning
11 26 (13.68%) Continuous Integration
12 25 (13.16%) Agile Software Development
12 25 (13.16%) Data Analysis
12 25 (13.16%) Mentoring
13 24 (12.63%) Time Series Analysis
13 24 (12.63%) Unit Testing
13 24 (12.63%) User Stories
14 23 (12.11%) Machine Learning
Programming Languages
1 129 (67.89%) Java
2 124 (65.26%) SQL
3 86 (45.26%) Python
4 55 (28.95%) Scala
5 50 (26.32%) R
6 36 (18.95%) Bash Shell
7 34 (17.89%) Clojure
8 26 (13.68%) Shell Script
8 26 (13.68%) VBA
9 20 (10.53%) C++
10 17 (8.95%) MATLAB
11 11 (5.79%) C
12 9 (4.74%) Ruby
13 5 (2.63%) C#
14 3 (1.58%) JavaScript
14 3 (1.58%) PHP
15 1 (0.53%) Lisp
15 1 (0.53%) Perl
15 1 (0.53%) PL/SQL
15 1 (0.53%) T-SQL
Qualifications
1 37 (19.47%) Degree
2 13 (6.84%) PhD
3 3 (1.58%) SC Cleared
3 3 (1.58%) Security Cleared
4 2 (1.05%) CITP
Quality Assurance & Compliance
1 6 (3.16%) Data Quality
2 1 (0.53%) QA
System Software
1 55 (28.95%) Apache Flume
2 49 (25.79%) HDFS
3 26 (13.68%) VirtualBox
4 2 (1.05%) Apache ZooKeeper
5 1 (0.53%) Docker
Systems Management
1 45 (23.68%) Oozie
2 34 (17.89%) Hadoop YARN
3 11 (5.79%) Puppet
4 9 (4.74%) Ansible
4 9 (4.74%) Opscode Chef
5 2 (1.05%) logstash
5 2 (1.05%) Mesos
Vendors
1 46 (24.21%) Cloudera
2 36 (18.95%) Hortonworks
3 34 (17.89%) MapR
4 25 (13.16%) Informatica
5 22 (11.58%) Teradata
6 18 (9.47%) Cognos
7 17 (8.95%) Ab Initio
7 17 (8.95%) Oracle
8 9 (4.74%) MicroStrategy
9 8 (4.21%) Netezza
9 8 (4.21%) SaltStack
9 8 (4.21%) Tableau
9 8 (4.21%) Talend
10 5 (2.63%) SAP
11 4 (2.11%) Vertica
12 3 (1.58%) Greenplum
12 3 (1.58%) IBM
13 2 (1.05%) Sybase
14 1 (0.53%) Perforce
14 1 (0.53%) TIBCO
London
First Utility
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: 2 days ago
Tunbridge Wells, Kent
Complete Tech Limited
Salary: Negotiable Salary depending upon experience + Benefits
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £65 000 to £85 000 basic (+ superb package!!!)
Posted: 3 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 3 days ago
London
Client Server
Salary: £75,000 to £90,000 + benefits
Posted: 3 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £65,000 per annum + bonus + excellent benefits
Posted: 9 days ago
West Midlands
First Utility
Salary: £50,000 - £65,000 + Bonus + Excellent Benefits
Posted: 10 days ago
West London
People Source Consulting
Salary: £62000 - £67000 per annum + amazing benefits
Posted: 12 days ago
London
Client Server
Salary: £75k to £90k + benefits
Posted: 16 days ago
City of London
Churchill Frank International
Salary: £75000 - £95000 per annum + Benefits
Posted: 26 days ago
Warwick, Warwickshire
First Utility
Salary: + Bonus + Excellent Benefits
Posted: 27 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £60,000 per annum + Bonus + Excellent Benefits
Posted: 27 days ago