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 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Cloudera Impala
UK
Rank 759 823 883
Rank change year-on-year
+64 +60
Permanent jobs citing Impala 100 107 63
As % of all permanent IT jobs located in the UK 0.12% 0.11% 0.061%
As % of the Database & Business Intelligence category 0.39% 0.34% 0.20%
Number of salaries quoted 91 80 57
Median salary £70,000 £67,500 £70,000
Median salary % change year-on-year
+3.70% -3.57%
90% offered a salary of more than £55,000 £54,750 £47,500
10% offered a salary of more than £100,000 £88,750 £92,000
UK excluding London median salary £58,750 £57,500 £65,000
% change year-on-year
+2.17% -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
25431 31785 32153
As % of all permanent IT jobs located in the UK 30.25% 32.10% 30.98%
Number of salaries quoted 21886 26881 27593
Median salary £50,000 £48,045 £45,000
Median salary % change year-on-year
+4.07% +6.76%
90% offered a salary of more than £32,500 £32,500 £30,565
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

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 January 2017 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 January 2017. 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 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 +58 98 £70,000 +3.70% 11
London +75 84 £70,000 - 8
City of London +37 16 £72,500 +1.75% 2
North West - 5 £52,500 - 3
South West - 4 £72,500 -
Manchester - 4 £52,500 - 2
South East +59 3 - -
Surrey +40 2 - -
Dorset - 2 £80,000 -
Wiltshire - 2 £65,000 -
Bournemouth - 2 £80,000 -
Staines - 2 - -
Swindon - 2 £65,000 -
Edinburgh - 2 £47,500 -
Scotland - 2 £47,500 -
Canary Wharf -17 1 - -
West Midlands -34 1 - -
East of England - 1 - -
Berkshire - 1 - -
Birmingham - 1 - -
Cheshire - 1 £30,000 - 1
Luton - 1 - -
Reading - 1 - -
Chester - 1 £30,000 - 1
Bedfordshire - 1 - -

Impala
Top 30 Related IT Skills

For the 6 months to 24 January 2017, 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.

1 145 (93.55%) Hadoop
2 138 (89.03%) Apache Spark
3 126 (81.29%) Big Data
4 108 (69.68%) Apache Hive
5 89 (57.42%) Finance
6 83 (53.55%) Java
7 79 (50.97%) SQL
8 64 (41.29%) HBase
9 62 (40.00%) Python
10 61 (39.35%) Apache Pig
11 56 (36.13%) Analytics
12 55 (35.48%) Banking
13 54 (34.84%) Agile Software Development
14 48 (30.97%) MapReduce
15 45 (29.03%) Amazon AWS
16 42 (27.10%) Apache Flume
16 42 (27.10%) Business Intelligence
17 41 (26.45%) MongoDB
18 37 (23.87%) Degree
19 36 (23.23%) Scala
19 36 (23.23%) Neo4j
20 34 (21.94%) R
21 33 (21.29%) Tableau
21 33 (21.29%) Investment Banking
22 31 (20.00%) Apache Cassandra
22 31 (20.00%) Pentaho
22 31 (20.00%) C#
23 30 (19.35%) C++
23 30 (19.35%) Data Integration
24 29 (18.71%) Unit Testing

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
1 138 (89.03%) Apache Spark
2 61 (39.35%) Apache Pig
3 20 (12.90%) SAS
4 13 (8.39%) Apache
5 7 (4.52%) Elasticsearch
6 5 (3.23%) Apache Solr
7 1 (0.65%) Apache Airflow
7 1 (0.65%) Liferay
Applications
1 4 (2.58%) SPSS
2 3 (1.94%) Mathematica
3 1 (0.65%) MS Excel
Business Applications
1 3 (1.94%) SAP Oil and Gas
2 1 (0.65%) Dynamics AX
2 1 (0.65%) Dynamics NAV
2 1 (0.65%) Oracle Applications
Cloud Services
1 45 (29.03%) Amazon AWS
2 7 (4.52%) Amazon EMR
3 6 (3.87%) Amazon EC2
3 6 (3.87%) Amazon S3
3 6 (3.87%) Microsoft Azure
4 2 (1.29%) SaaS
5 1 (0.65%) Amazon Kinesis
5 1 (0.65%) GitHub
5 1 (0.65%) Google Cloud Platform
Communications & Networking
1 19 (12.26%) TCP/IP
2 2 (1.29%) HTTP
2 2 (1.29%) SSL
3 1 (0.65%) Internet
Database & Business Intelligence
1 145 (93.55%) Hadoop
2 126 (81.29%) Big Data
3 108 (69.68%) Apache Hive
4 64 (41.29%) HBase
5 41 (26.45%) MongoDB
6 36 (23.23%) Neo4j
7 31 (20.00%) Apache Cassandra
7 31 (20.00%) Pentaho
8 27 (17.42%) SQL Server
9 20 (12.90%) Sqoop
10 19 (12.26%) Berkeley DB
11 18 (11.61%) Data Warehouse
12 16 (10.32%) Data Mining
13 14 (9.03%) OLAP
14 13 (8.39%) QlikView
15 12 (7.74%) PostgreSQL
16 11 (7.10%) Oracle Database
16 11 (7.10%) Oracle Database 11g
16 11 (7.10%) Relational Database
16 11 (7.10%) SQL Server Analysis Services
Development Applications
1 15 (9.68%) Git (software)
2 11 (7.10%) Jenkins
3 9 (5.81%) Toad
4 6 (3.87%) Vagrant
4 6 (3.87%) Yeoman
5 5 (3.23%) Maven
5 5 (3.23%) Subversion
6 2 (1.29%) Ant
6 2 (1.29%) Eclipse
6 2 (1.29%) JIRA
6 2 (1.29%) JUnit
6 2 (1.29%) TestNG
7 1 (0.65%) MSI
7 1 (0.65%) Talend Open Studio
General
1 89 (57.42%) Finance
2 55 (35.48%) Banking
3 33 (21.29%) Investment Banking
4 11 (7.10%) Marketing
5 8 (5.16%) Manufacturing
5 8 (5.16%) Retail
5 8 (5.16%) Telecoms
6 5 (3.23%) Electronics
7 4 (2.58%) Front Office
8 3 (1.94%) Advertising
8 3 (1.94%) Law
9 2 (1.29%) Automotive
10 1 (0.65%) Corporate Banking
10 1 (0.65%) Financial Institution
Job Titles
1 61 (39.35%) Developer
2 29 (18.71%) Senior Developer
3 27 (17.42%) Architect
4 25 (16.13%) Data Architect
5 24 (15.48%) Big Data Developer
5 24 (15.48%) C++ Developer
6 22 (14.19%) Consultant
6 22 (14.19%) Data Consultant
7 19 (12.26%) Senior Big Data Developer
8 17 (10.97%) Big Data Consultant
8 17 (10.97%) Data Engineer
8 17 (10.97%) Scala Developer
9 16 (10.32%) Big Data Architect
10 15 (9.68%) Data Scientist
11 13 (8.39%) Investment Banking C++ Developer
11 13 (8.39%) Senior Data Scientist
12 11 (7.10%) Apache Spark Developer
12 11 (7.10%) Big Data Engineer
13 8 (5.16%) Programmer
14 7 (4.52%) Analyst
Libraries, Frameworks & Software Standards
1 28 (18.06%) Web Services
2 24 (15.48%) Kafka
2 24 (15.48%) WPF
3 16 (10.32%) STL
4 15 (9.68%) .NET
5 14 (9.03%) Akka
6 13 (8.39%) Java EE
7 8 (5.16%) D3.js
7 8 (5.16%) DCOM
7 8 (5.16%) Natural Language Processing
7 8 (5.16%) scikit-learn
8 6 (3.87%) Cascalog
8 6 (3.87%) Pandas
8 6 (3.87%) SciPy
9 5 (3.23%) HTML
10 4 (2.58%) AngularJS
10 4 (2.58%) HTML5
11 3 (1.94%) Boost C++ Libraries
11 3 (1.94%) Lucene
11 3 (1.94%) REST
Miscellaneous
1 30 (19.35%) Data Integration
2 29 (18.71%) Analytical Skills
3 25 (16.13%) Visualisation
4 22 (14.19%) Computer Science
5 20 (12.90%) Mathematics
6 13 (8.39%) Replication
7 10 (6.45%) Algorithms
8 7 (4.52%) Data Extraction
8 7 (4.52%) Fintech
9 6 (3.87%) Credit Risk
10 5 (3.23%) Hedge funds
10 5 (3.23%) Market Risk
10 5 (3.23%) Statistics
11 4 (2.58%) Credit Derivative
11 4 (2.58%) Derivative
11 4 (2.58%) Economics
11 4 (2.58%) Equities
11 4 (2.58%) Foreign Exchange (FX)
11 4 (2.58%) Reference Data
12 3 (1.94%) Management Information System
Operating Systems
1 25 (16.13%) Linux
2 4 (2.58%) Windows
3 3 (1.94%) Windows XP
4 2 (1.29%) Unix
Processes & Methodologies
1 56 (36.13%) Analytics
2 54 (34.84%) Agile Software Development
3 48 (30.97%) MapReduce
4 42 (27.10%) Business Intelligence
5 29 (18.71%) TDD
5 29 (18.71%) Unit Testing
6 28 (18.06%) Data Modelling
7 27 (17.42%) Data Management
8 24 (15.48%) Multithreading
9 21 (13.55%) ETL
10 18 (11.61%) Workflow
11 15 (9.68%) Statistical Analysis
12 14 (9.03%) Logical Data Model
13 13 (8.39%) Data Analysis
13 13 (8.39%) Data Visualisation
13 13 (8.39%) Mentoring
13 13 (8.39%) Open Source
14 12 (7.74%) Data Analytics
14 12 (7.74%) Data Architecture
14 12 (7.74%) SDLC
Programming Languages
1 83 (53.55%) Java
2 79 (50.97%) SQL
3 62 (40.00%) Python
4 36 (23.23%) Scala
5 34 (21.94%) R
6 31 (20.00%) C#
7 30 (19.35%) C++
8 9 (5.81%) C
8 9 (5.81%) Clojure
9 8 (5.16%) Bash Shell
10 6 (3.87%) Cypher
10 6 (3.87%) VBA
11 5 (3.23%) JavaScript
12 4 (2.58%) Shell Script
13 3 (1.94%) F#
13 3 (1.94%) Haskell
14 2 (1.29%) Prolog
15 1 (0.65%) PHP
15 1 (0.65%) PHP 5
15 1 (0.65%) T-SQL
Qualifications
1 37 (23.87%) Degree
2 5 (3.23%) PhD
3 4 (2.58%) Postgraduate
Quality Assurance & Compliance
1 4 (2.58%) Data Quality
2 3 (1.94%) Basel III
2 3 (1.94%) Dodd-Frank
3 2 (1.29%) IAS 39
3 2 (1.29%) IFRS
3 2 (1.29%) IFRS 9
3 2 (1.29%) QA
4 1 (0.65%) GCP
System Software
1 42 (27.10%) Apache Flume
2 23 (14.84%) HDFS
3 7 (4.52%) Virtual Machines
4 6 (3.87%) VirtualBox
5 5 (3.23%) Apache ZooKeeper
6 4 (2.58%) Docker
7 2 (1.29%) GridGain
7 2 (1.29%) Oracle RAC
Systems Management
1 28 (18.06%) Oozie
2 9 (5.81%) Hadoop YARN
3 3 (1.94%) Kibana
4 2 (1.29%) logstash
4 2 (1.29%) Opscode Chef
4 2 (1.29%) Puppet
4 2 (1.29%) Rundeck
4 2 (1.29%) Tivoli
Vendors
1 33 (21.29%) Tableau
2 28 (18.06%) TIBCO
3 20 (12.90%) Oracle
4 10 (6.45%) Actian
5 8 (5.16%) Cloudera
6 6 (3.87%) Cognos
6 6 (3.87%) SAP
7 4 (2.58%) Teradata
8 3 (1.94%) Hortonworks
8 3 (1.94%) IBM
8 3 (1.94%) Informatica
8 3 (1.94%) Solace
9 2 (1.29%) Ab Initio
9 2 (1.29%) Microsoft
9 2 (1.29%) MicroStrategy
9 2 (1.29%) Vertica
10 1 (0.65%) Google
10 1 (0.65%) JD Edwards
10 1 (0.65%) Netezza
10 1 (0.65%) Talend
Chester, Cheshire
Searchability
Salary: £50000 - £70000 per annum + benefits
Posted: Yesterday
London
Engage PSG
Salary: £65000 - £75000 per annum + equity, benefits
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £60000 per annum + Pension Bupa
Posted: 8 days ago
London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 6 days ago
London
Lawrence Harvey
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 7 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: 5 days ago
City, London
Martin & Conley
Salary: From £65,000 to £100,000 per annum Generous pension, holidays and othe
Posted: 14 days ago
London
Churchill Frank
Salary: £55000 - £80000 per annum
Posted: 11 days ago
City of London
Huxley
Salary: competitive
Posted: 20 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
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Manchester, Lancashire
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Salary: Full Benefits package, Bonus
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