The table below looks at the statistics for Impala skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Impala over the 3 months to 24 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jun 2016
Same period 2015 Same period 2014
Cloudera Impala
Rank 817 895 938
Rank change year-on-year
+78 +43
Permanent jobs citing Impala 98 69 56
As % of all permanent IT jobs located in the UK 0.100% 0.062% 0.046%
As % of the Database & Business Intelligence category 0.33% 0.19% 0.14%
Number of salaries quoted 65 58 53
Median salary £80,000 £70,000 £65,000
Median salary % change year-on-year
+14.28% +7.69%
90% offered a salary of more than £54,000 £57,500 £50,000
10% offered a salary of more than £120,000 £81,000 £70,000
UK excluding London median salary £55,000 £70,000 -
% change year-on-year
-21.42% -

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
29524 36167 39072
As % of all permanent IT jobs located in the UK 29.99% 32.61% 32.20%
Number of salaries quoted 25151 30528 33557
Median salary £49,000 £47,500 £45,000
Median salary % change year-on-year
+3.15% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Impala
Jobs Demand Trend

The demand trend of job ads citing Impala as a proportion of all IT jobs with a match in 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 24 June 2016 within the UK.

Impala Salary Histogram in the UK

Impala
Top 25 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Impala within the UK over the 3 months to 24 June 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +83 91 £80,000 +14.28% 8
London +20 51 £82,500 +17.85% 3
Gloucestershire - 13 £54,000 - 1
South West - 13 £54,000 - 1
West Midlands - 10 £55,000 - 1
Warwickshire - 10 £55,000 -
Warwick - 10 £55,000 -
Glasgow - 7 - - 1
Scotland - 7 - - 1
Leeds - 6 - - 1
West Yorkshire - 6 - - 1
Gloucester - 6 - - 1
Yorkshire - 6 - - 1
East of England - 4 £80,000 -
City of London +51 3 £105,000 +40.00%
East Midlands +14 3 - -
Northampton +12 3 - -
Northamptonshire +10 3 - -
Buckinghamshire - 3 - -
Norwich - 3 £80,000 -
Milton Keynes - 3 - -
South East - 3 - -
Norfolk - 3 £80,000 -
Bedfordshire - 1 £43,000 -
Luton - 1 £43,000 -

Impala
Top 30 Related IT Skills

For the 6 months to 24 June 2016, IT jobs citing Impala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Impala.

1 210 (96.33%) Hadoop
2 199 (91.28%) Apache Hive
3 197 (90.37%) Big Data
4 159 (72.94%) Apache Spark
5 147 (67.43%) Java
6 146 (66.97%) SQL
7 140 (64.22%) Python
8 120 (55.05%) Apache Pig
9 105 (48.17%) Analytics
10 96 (44.04%) Open Source
11 94 (43.12%) Business Intelligence
12 91 (41.74%) MapReduce
13 89 (40.83%) MongoDB
14 86 (39.45%) ETL
15 85 (38.99%) Cloudera
16 84 (38.53%) Data Management
17 81 (37.16%) Data Analytics
18 79 (36.24%) Analytical Skills
19 76 (34.86%) Apache Cassandra
19 76 (34.86%) Apache Flume
20 73 (33.49%) PostgreSQL
21 71 (32.57%) NoSQL
22 67 (30.73%) R
22 67 (30.73%) HDFS
23 66 (30.28%) Hortonworks
24 65 (29.82%) Visualisation
25 64 (29.36%) Scala
26 63 (28.90%) Sqoop
27 62 (28.44%) Oozie
28 61 (27.98%) MapR

Impala
Top Related 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
1 159 (72.94%) Apache Spark
2 120 (55.05%) Apache Pig
3 55 (25.23%) Apache
4 35 (16.06%) SAS
5 26 (11.93%) Elasticsearch
6 22 (10.09%) Apache Solr
Applications
1 1 (0.46%) MS Excel
1 1 (0.46%) MS PowerPoint
1 1 (0.46%) MS Visio
Business Applications
1 6 (2.75%) SAP Oil and Gas
2 1 (0.46%) Dynamics AX
2 1 (0.46%) Dynamics NAV
2 1 (0.46%) Oracle Applications
Cloud Services
1 45 (20.64%) Amazon AWS
2 29 (13.30%) Amazon EC2
2 29 (13.30%) Amazon EMR
3 28 (12.84%) Amazon S3
4 1 (0.46%) Amazon Kinesis
Communications & Networking
1 4 (1.83%) Internet
1 4 (1.83%) Kerberos
2 1 (0.46%) HTTP
Database & Business Intelligence
1 210 (96.33%) Hadoop
2 199 (91.28%) Apache Hive
3 197 (90.37%) Big Data
4 89 (40.83%) MongoDB
5 76 (34.86%) Apache Cassandra
6 73 (33.49%) PostgreSQL
7 71 (32.57%) NoSQL
8 63 (28.90%) Sqoop
9 58 (26.61%) HBase
10 51 (23.39%) Neo4j
11 49 (22.48%) SQL Server
12 34 (15.60%) Mahout
13 30 (13.76%) QlikView
14 24 (11.01%) Spark SQL
15 23 (10.55%) Amazon Redshift
15 23 (10.55%) Data Warehouse
16 22 (10.09%) Data Mining
17 21 (9.63%) Riak
18 18 (8.26%) MySQL
18 18 (8.26%) Parquet
Development Applications
1 34 (15.60%) Git (software)
2 33 (15.14%) Jenkins
3 27 (12.39%) Vagrant
3 27 (12.39%) Yeoman
4 8 (3.67%) JIRA
4 8 (3.67%) Talend Open Studio
5 6 (2.75%) Subversion
6 1 (0.46%) ANTLR
General
1 54 (24.77%) Finance
2 25 (11.47%) Retail
3 23 (10.55%) Telecoms
4 20 (9.17%) Manufacturing
5 17 (7.80%) Banking
6 14 (6.42%) Marketing
7 6 (2.75%) Electronics
8 3 (1.38%) Investment Banking
9 2 (0.92%) Automotive
10 1 (0.46%) Games
10 1 (0.46%) Law
10 1 (0.46%) Pharmaceutical
Job Titles
1 72 (33.03%) Developer
2 47 (21.56%) Big Data Developer
3 44 (20.18%) Administrator
4 42 (19.27%) Data Scientist
5 41 (18.81%) Hadoop Administrator
6 29 (13.30%) Consultant
6 29 (13.30%) Data Consultant
7 27 (12.39%) Hadoop Engineer
7 27 (12.39%) Java Developer
8 26 (11.93%) Hadoop Developer
9 22 (10.09%) Data Engineer
9 22 (10.09%) Java Hadoop Developer
10 21 (9.63%) Analyst
11 20 (9.17%) Data Analyst
12 17 (7.80%) Java Engineer
13 15 (6.88%) Analyst Developer
13 15 (6.88%) Analytics Consultant
13 15 (6.88%) Data Analytics Consultant
14 14 (6.42%) Big Data Consultant
14 14 (6.42%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 41 (18.81%) D3.js
1 41 (18.81%) LAPP Stack
2 30 (13.76%) scikit-learn
3 27 (12.39%) Cascalog
3 27 (12.39%) Pandas
3 27 (12.39%) SciPy
4 25 (11.47%) Natural Language Processing
5 23 (10.55%) Kafka
6 19 (8.72%) XML
7 18 (8.26%) JSON
8 15 (6.88%) Spark Streaming
9 12 (5.50%) Velocity
10 10 (4.59%) Web Services
11 8 (3.67%) HTML
11 8 (3.67%) HTML5
11 8 (3.67%) Spring
12 5 (2.29%) Apache Camel
12 5 (2.29%) NumPy
13 3 (1.38%) ODBC
13 3 (1.38%) SAP XI
Miscellaneous
1 79 (36.24%) Analytical Skills
2 65 (29.82%) Visualisation
3 26 (11.93%) Computer Science
4 16 (7.34%) Management Information System
5 11 (5.05%) Mathematics
6 10 (4.59%) Statistics
7 7 (3.21%) Cybercrime
8 6 (2.75%) Algorithms
8 6 (2.75%) Data Centre
8 6 (2.75%) Market Risk
9 5 (2.29%) Data Integration
10 4 (1.83%) Replication
11 3 (1.38%) Economics
11 3 (1.38%) Physics
12 2 (0.92%) Credit Risk
12 2 (0.92%) Life Science
13 1 (0.46%) Artificial Intelligence
13 1 (0.46%) FMCG
13 1 (0.46%) Online Games
13 1 (0.46%) Psychology
Operating Systems
1 57 (26.15%) Linux
2 3 (1.38%) Unix
3 1 (0.46%) Red Hat Enterprise Linux
Processes & Methodologies
1 105 (48.17%) Analytics
2 96 (44.04%) Open Source
3 94 (43.12%) Business Intelligence
4 91 (41.74%) MapReduce
5 86 (39.45%) ETL
6 84 (38.53%) Data Management
7 81 (37.16%) Data Analytics
8 55 (25.23%) Data Visualisation
9 54 (24.77%) Data Analysis
10 47 (21.56%) Machine Learning
11 45 (20.64%) Performance Tuning
12 34 (15.60%) Continuous Integration
13 33 (15.14%) Statistical Analysis
14 29 (13.30%) Big Data Analytics
15 27 (12.39%) Software Engineering
15 27 (12.39%) User Stories
16 26 (11.93%) Data Munging
17 25 (11.47%) Time Series Analysis
17 25 (11.47%) Unit Testing
18 19 (8.72%) Statistical Modelling
Programming Languages
1 147 (67.43%) Java
2 146 (66.97%) SQL
3 140 (64.22%) Python
4 67 (30.73%) R
5 64 (29.36%) Scala
6 46 (21.10%) Shell Script
7 33 (15.14%) Clojure
8 30 (13.76%) VBA
9 28 (12.84%) Bash Shell
10 19 (8.72%) JavaScript
11 17 (7.80%) MATLAB
12 12 (5.50%) C
13 7 (3.21%) C++
14 5 (2.29%) PHP
14 5 (2.29%) Ruby
15 1 (0.46%) ANSI SQL
15 1 (0.46%) C#
15 1 (0.46%) HiveQL
15 1 (0.46%) Perl
15 1 (0.46%) T-SQL
Qualifications
1 50 (22.94%) Degree
2 26 (11.93%) PhD
3 16 (7.34%) Security Cleared
4 9 (4.13%) DV Cleared
5 1 (0.46%) Postgraduate
5 1 (0.46%) SC Cleared
Quality Assurance & Compliance
1 7 (3.21%) Data Quality
2 3 (1.38%) QA
System Software
1 76 (34.86%) Apache Flume
2 67 (30.73%) HDFS
3 27 (12.39%) Virtual Machines
3 27 (12.39%) VirtualBox
Systems Management
1 62 (28.44%) Oozie
2 55 (25.23%) Hadoop YARN
3 7 (3.21%) Puppet
4 6 (2.75%) Rundeck
5 4 (1.83%) logstash
5 4 (1.83%) Mesos
6 3 (1.38%) Ansible
6 3 (1.38%) Opscode Chef
Vendors
1 85 (38.99%) Cloudera
2 66 (30.28%) Hortonworks
3 61 (27.98%) MapR
4 44 (20.18%) Oracle
5 39 (17.89%) Tableau
6 23 (10.55%) Informatica
7 15 (6.88%) TIBCO
8 10 (4.59%) SAP
9 9 (4.13%) Teradata
10 8 (3.67%) Greenplum
10 8 (3.67%) IBM
10 8 (3.67%) Talend
11 7 (3.21%) Netezza
12 4 (1.83%) Cognos
12 4 (1.83%) RapidMiner
12 4 (1.83%) Vertica
13 3 (1.38%) Ab Initio
13 3 (1.38%) MicroStrategy
14 2 (0.92%) SaltStack
14 2 (0.92%) Solace
London
Reco Group
Salary: £0 - £60,000 per year
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000+ Excellent package
Posted: 4 days ago
London
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 9 days ago
Leeds, West Yorkshire
HMRC
Salary: Competitive
Posted: 11 days ago
Birmingham, West Midlands (County)
HMRC
Salary: Competitive
Posted: 11 days ago
Manchester, Lancashire
HMRC
Salary: Competitive
Posted: 11 days ago
Glasgow, Lanarkshire
HMRC
Salary: Competitive
Posted: 11 days ago
Newcastle Upon Tyne, Tyne and Wear
HMRC
Salary: Competitive
Posted: 11 days ago
London
HMRC
Salary: Competitive
Posted: 11 days ago