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J2EE application servers are net application server items that adhere to requisites and applied sciences recommended by way of sun's J2EE requirements. they all present a standardized building and runtime atmosphere for application add-ons.
Codes constructed on appropriate of J2EE application servers are transportable throughout one an extra. as an instance, a servlet developed over BEA's Weblogic server can also be deployed in IBM's Websphere server with none code-level alterations.
To ensure compatibility of utility add-ons throughout diverse breeds of servers, solar has launched a J2EE licensing scheme and a J2EE compatibility look at various suite (CTS). providers who have obtained the J2EE license and passed CTS can name their products "J2EE-licensed."choice of utility Servers
because it is a profitable market with a growth knowledge of a number of billion dollars, just about all main IT companies have jumped onto the application server bandwagon. These businesses include ATG, BEA techniques, Borland Corp, huge imaginative and prescient, Brokat, Compaq, laptop acquaintances, Fujitsu, Hewlett-Packard, Hitachi, IBM, Macromedia, NEC, Nokia, Oracle, SAP, Silver stream, Sybase, TIBCO application, WebGain... All of them are J2EE licensees, and many of them have rolled out their very own J2EE-certified application servers to the market.
combine this listing of J2EE licensee corporations with different application server corporations that are yet to join the licensing scheme, and also you turn out to be with a highly crowded market location, with every product attempting to carve out its own niche segments.
in keeping with various market survey reviews, BEA's Weblogic server and IBM's Websphere dominate the J2EE software server market, adopted by way of different players comparable to Oracle. mockingly, solar's personal J2EE software server product (called iPlanet, and now renamed as the sun ONE application server) is yet to make a huge have an impact on within the utility server arena.
One utility server that is not yet J2EE-certified, however is neatly value taking a glance at is JBoss (http://www.jboss.org). This open source software server is making huge inroads into the enterprise environments.how to choose Your application Server
selecting a specific application server for a given enterprise environment is no effortless project. With a wealthy set of building and runtime aspects, each and every application server dealer lures companies to adopt its personal product.
In here sections, we are attempting to identify all principal elements of utility servers that are critical for an built-in, web-based mostly business IT architecture. The relevance and importance of selected facets in a given commercial enterprise atmosphere may still in the end dictate the alternative of choice-makers.elementary facets of utility Servers Scaling
Scaling is the capability of the application server to meet dynamic web site site visitors and serve the increasing number of customer requests.
Ambiguous internet site visitors extent is a possible problem for the server directors. When now not dealt with adequately, it will possibly smartly take the server to its limits, leading to device crashes.Load Balancing
Load balancing is the potential to distribute the client requests to different servers under the identical cluster. simple hardware solutions are already accessible for much less-clever request routing. in the case of utility servers, youngsters, we're speaking a few an awful lot larger stage of load balancing, during which disbursed utility accessories as a substitute of customer requests are load balanced.Fault Tolerance
Fault tolerance is the means to renew operations inspite of component screw ups, network disasters, and server crashes. In creation environments, constantly a number of servers are configured to work in orchestration with every different. for this reason, when one server within the group fails, the other can absorb the further load.Transaction Monitoring
utility servers should still be able to doing positive company transactions throughout numerous server situations and networks. Two-phase commit can be critical for certain important business transactions.
How well the software server screens and ensures transactions is a crucial function to be regarded.Availability of supplies
An application server's elements—equivalent to memory, computing energy, accessories, databases, and different backend systems—should still always be purchasable to serve client requests. it is the responsibility of the application server to make sure that no client request receives timed out as a result of the shortcoming of computing vigour or add-ons to service the request.performance
efficiency can also be frequently notion of because the capability of the utility server to take care of the client's request within the earliest possible timeslot. For this to be triumphant, the server need to be in a position to processing the transactions between the clients and returned-end resources correctly.
Some utility server vendors and unbiased market watch corporations have come out with their personal benchmarks (as an instance, ECPerf) for measuring the efficiency of the software server. a customary benchmark is "so many thousand requests dealt with per 2nd" below a given configuration.Platform/OS help
Java- and J2EE-based servers naturally support more working techniques and systems than other kinds of software servers. In commercial enterprise server environments, UNIX flavors and Linux dominate, whereas developer structures are often home windows-based.
note that Microsoft's .net structure (an immediate competitor to Java/J2EE) is accessible best in MS home windows platforms.tools and IDE guide
Many application servers come bundled with development tools and built-in development environments (IDEs) for establishing and deploying functions comfortably. The first-rate and ruggedness of the tool, in addition to its integration with a given application server, are decisive components for an utility server choice.
Examples include IBM's VisualAge, which comes with the IBM Websphere utility server; and WebGain Studio, which is the preferred IDE for BEA's Weblogic.construction and Runtime Licenses
certain software servers present free development licenses, charging best for construction runtime license. This alternative is greater attractive to beginner builders who are looking to get begun with J2EE utility servers.
When the size of the undertaking is massive, many construction teams can be involved, and building-licensing fees can be colossal.web Server guide
first-class of the HTTP internet server that comes bundled with the software server, and compliance and compatibility with other everyday HTTP internet servers available in the market is an important factor to be regarded.protection administration
How comfy are the transactions between the client and the server and across the tiers? What are the features of the product that certainly aid this? What are the protection requirements supported by means of the product? Is there any safety framework it's bundled with the software server?
These are all questions that may still be asked to get an figuring out of the protection features supported by way of a given software server.again-conclusion methods Integration
application servers link distinct sorts of returned-end components: mainframes, relational databases, ERP, CRM, and other legacy systems. If there is any developed-in support obtainable in the software server for a given lower back-conclusion atmosphere, then it could actually keep the can charge and energy required for techniques integration.Administration/Manageabiliy
application servers may still have consumer-friendly equipment for everyday administration activities: useful resource monitoring, utility health monitoring, deployment and alternative of add-ons, etc.
although the high-quality and features supported by these tools fluctuate greatly, just about all of them have a visible console for performing primary operations. Most of them are empowered with far off administration capabilities so that system directors need not be bodily latest in the server room.
One additional nice function is the potential of the utility server to improve alerts, if any, to enterprise management equipment, so that transactions are not adversely affected.website Monitoring/analysis and Reporting
Some utility servers produce standardized weekly and month-to-month studies on the variety of hits, useful resource usage, etc. These are most useful for statistical applications and site performance reporting.Availability of native Technical guide
depending upon the technical advantage available inside the enterprise, this feature also assumes significance. professional counsel that's available from visiting consultants and e-mail is not as good as having a robust native team to guide the items. The emphasis is on the issue-fixing ability of the local ability set.Pricing
based upon the budget and elements committed, pricing may additionally turn into a constraint in adopting the right utility server for the commercial enterprise. For experimentation and proof-of-ideas, open source servers are enhanced choices.
Wages increase for tech jobs within the US become stagnant in 2018, rising just 0.6 % from 2017 to a typical of $93,244 for the year, accord to cube's 2019 tech salary report.
standard tech wages haven't accelerated considering the fact that 2015, when the standard was really larger than today at $ninety three,328, based on cube's statistics, and that's the reason despite traditionally low degrees of unemployment in the sector.
despite the fact, there are a couple of really good abilities and roles that have seen greater than average growth, which might inspire some into making a career pivot.
cube's survey of 10,780 technology gurus finds that sixty eight % would jump ship to get a far better wage, compared with 47 % who would do it for greater working situations, like faraway work and extra bendy hours.
As anticipated, the suitable-paying tech jobs are held by C-stage execs and administrators, whose regular annual revenue grew three.9 percent over the 12 months to $142,063.
Salaries for software engineers grew 5.1 percent to $110,898, while technology strategist and architect wages grew eight percent to $127,121.
Database directors on usual received $103,473 per 12 months however wages grew handiest 0.2 %. in the meantime, net developer and programmer salaries grew 11.6 percent to $82,765. Even technical-assist wages noticed respectable boom of 6.8 percent to $60,600.
regular wages for application engineers grew 5.1 p.c to $111,000, while app-developer wages grew 7.6 percent to $105,200. different roles that paid between $100,000 to $one hundred fifteen,000 consist of DevOps engineer, hardware engineer, venture supervisor, and safety analyst.
SEE: a way to construct a successful developer profession (free PDF)
searching on the most profitable advantage, dice finds that programmers using Google-developed Go, or Golang, earned the optimum on usual at $132,827, while programmers the use of Apache Kafka earned a standard of $127,554.
Skillsets where normal annual wages passed $a hundred and twenty,000 encompass Amazon DynamoDB, Amazon Redshift, Apache Cassandra, Elasticsearch, RabbitMQ, MapReduce, and SAP HANA.
Some knowledge noticed huge declines in regular wages. The average wage for these professional in the iOS graph design app declined 12.1 percent to $107,061, whereas wages for those expert in Rackspace technology slipped 7.1 p.c to $104,782.
Others commonly defined talents where usual wages declined by using greater than five % but nonetheless handed $a hundred,000 include infrastructure as a carrier, Pure Storage, NetApp, Fortran, 3Par, utility-defined networks, Informix, Siebel, unified communications, Compellent, Glassfish, solar, purpose-C, and IBM's Infosphere facts Stage.
The correct-paying place is Silicon Valley, where general wages for tech jobs rose three.2 p.c to $118,306. other cities where common wages are between $one hundred and five,000 and $one hundred,000 consist of Seattle, San Diego, Minneapolis, Boston, Baltimore, Portland, and long island.
although the choicest cities, adjusted for the native can charge of living, are Minneapolis, Portland, Tampa, Charlotte, and Seattle.
dice finds that programmers using Google-developed Go, or Golang, earned the most on normal at $132,827.image: cubePrevious and related insurance
precise programming languages to gain knowledge of in 2019? builders name their favorites
software developers show which languages are their proper priorities for 2019.
The programming languages and talents that pay the most fulfilling in 2019 TechRepublic
the ten programming languages associated with the highest-paying jobs all earned builders an average income above $one hundred,000.
Is Julia quickest-becoming new programming language? Stats chart fast upward push in 2018
company based with the aid of Julia's four creators concerns figures to exhibit how the open-supply language won momentum in 2018.
Programming language Julia is gaining on Python
A younger programming language for computing device discovering is on the upward thrust and will be quickly gunning for Python.
Programming language of the 12 months? Python is standout in newest rankings
Python consolidates its place as an extended-time period exact-three programming language.
Python now a properly-3 programming language as Julia's upward push hurries up
The MIT-created Julia programming language continues its ascent in developer recognition.
Which programming languages are most regularly occurring (and what does that even mean)?
popularity may additionally now not be a single vector reply, however students and gurus nonetheless want to recognize if they're guiding their careers and corporations in the right route.
viable Python rival? Programming language Julia is profitable over builders
A young programming language for computer gaining knowledge of is on the upward thrust and could be soon gunning for Python.
Python's rise: could it soon aspect out C++ in programming language popularity?
Python climbs up TIOBE's search engine-primarily based index of programming language popularity.
Microsoft readies Python, Java assist for its bot-constructing framework
Microsoft may well be able to rev up (once more) its dialog as a carrier strategy, with new additions to its bot-framework toolset.
Is Julia the next large programming language? MIT thinks so, as edition 1.0 lands TechRepublic
released in 2012, Julia is designed to combine the pace of C with the usability of Python, the dynamism of Ruby, the mathematical prowess of MatLab, and the statistical chops of R.
Mozilla's radical open-supply flow helped rewrite rules of tech CNET
a bet 20 years in the past unleashed the source code for the browser that became Firefox. The method is now core to facebook, Google and everybody else.
developers can now get their hands on an early version of IBM's WebSphere utility Server V6 -- the primary most important vendor-released software suite to be Java 2 commercial enterprise version-compliant.
The download, obtainable on IBM's DeveloperWorks website, gives builders the potential to delivery working immediately with the brand new J2EE 1.4 common on the WebSphere utility Server code base, talked about Bob Sutor, director of IBM's WebSphere software unit.
"We want to get this within the fingers of builders," Sutor noted. "We need them to kick the tires, get them on the new expertise and prepare for the total product release, as a way to occur in the 2nd half of the year."
here's a core piece of net-based mostly know-how, stated Jason Bloomberg, a senior analyst with research company ZapThink LLC, Waltham, Mass. while IBM is clearly the greatest participant within the software server application market, it does have its competition, specifically from BEA techniques Inc., which sells WebLogic, and from Microsoft, with its .internet platform. Bloomberg observed that IBM has to make sure the tools can be found for builders and ISVs to play with -- besides the fact that this downloadable code is basically a stripped-down edition of the final liberate.
"here is all about client acceptance," he stated. "IBM wants to make certain they're now not dropping mind share to BEA or Microsoft."
WebSphere V6 is IBM's next-generation integration platform for building out carrier-oriented architectures (SOAs), with support for brand spanking new web functions necessities, the newest J2EE Connector Adapter requisites, plus different aspects that could be protected in the full version.
In an SOA world, business projects are achieved by way of executing a sequence of "services," or jobs that have smartly-defined approaches of communicating. These services more and more are required for IT retail outlets where software and hardware from varied providers are deployed and methods are created by using distinct building teams.
probably essentially the most important part to this unlock of WebSphere is the help for J2EE 1.4, Bloomberg stated. J2EE is a key platform for developing internet capabilities purposes, and J2EE 1.4 become currently authorized via sun Microsystems Inc.'s Java community method. J2EE 1.4 offers aid for the J2EE Connector Adapter (JCA) 1.5, which allows for the mixing of disparate commercial enterprise functions, equivalent to software from SAP AG and PeopleSoft Inc.
Equally vital is that J2EE 1.4 helps the WS-I's simple Profile. The primary Profile is a group of guidelines that lets companies verify and certify that net capabilities technologies are interoperable with other platforms. The WS-I, or internet functions Interoperability corporation, is supported by IBM, among others.
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This chapter shows how to create different kinds of projects to build applications. It also introduces some of the advanced project features that are available with WTP and explains how to use advanced WTP features to create project templates and apply best practices that are helpful to organize your development work.This chapter is from the book
In this book we describe how to build applications that are defined by the J2EE specification. When you build an application, you create one or more projects that correspond to J2EE modules. You also use these same projects to organize your development work; that is, you use these projects
This chapter starts with a basic description of the types of applications and projects that are supported in WTP. We will show you how to create different kinds of projects to build applications.
In the second part of the chapter, we will describe some of the advanced project features that are available with WTP. There is very little available in terms of standards to guide you in the organization of project artifacts and source code for Web projects. Project best practices achieve a balance between the concerns that drive a particular development project:
Naturally, each concern is a different dimension of the project. We will use advanced WTP features to create project templates and apply best practices that are helpful to organize your development work. We use the generic term Web project to describe the WTP project types that are provided for J2EE development.
A project is used to develop modules such as J2EE Web applications and EJBs. Typically, each module is a project, but this is not a strict requirement (see Figure 6.1).
For example, in a complete J2EE enterprise application, one project might consist of a Web application module for the presentation logic while another would be used to develop the EJB module for the business components. In this case, the complete application consists of three projects for the modules: one for the enterprise application, one for the Web application, and one for the EJBs. It is also possible to split the development of a single module into multiple projects. For example, a basic module like a Web application might be built from utility modules built in other projects. You will learn how to organize your projects and modules using similar patterns later in this chapter.Web Projects
Projects organize your source code and modules. WTP provides Web projects that are sophisticated Eclipse projects that know about J2EE artifacts. In addition to having basic Java project capabilities, a Web project can be used to organize J2EE artifacts into buildable, reusable units (see Figure 6.2).
An Eclipse simple project (or general project) provides the basic infrastructure to organize and build resources. The structure of a general project is very open; resources such as files and directories can be organized in any arbitrary form that makes sense for a particular purpose.
A JDT Java project contains Java elements such as packages, types, methods, fields, and property files for creating Java programs. A Java project knows how to build and run Java programs. Each Java project has a Java builder that can incrementally compile Java source files as they are edited.
You can change the properties of a Java project, such as the Java build path. The build path is the classpath that is used for building the project. There are alternative ways of structuring the sources in a Java project; examples include using a single source folder that is the project root or multiple source folders for organizing complex Java projects.
A WTP Web project has more than just Java code. It contains sources that are used to build Web applications, EJBs, and enterprise applications. A Web application can be as simple as a bunch of HTML files, or it can have servlets, JSPs, tag libraries, and Web services. These artifacts make the Web application. A Web project knows how to build, publish, and run J2EE modules and artifacts on application servers.
Web projects have builders, validators, and code generators. Builders produce standard publishable modules from complex development layouts. Validators help identify and catch coding errors at development time. J2EE validators are very valuable, because the sooner you find a problem the easier it is to fix. In J2EE, there are many deployment descriptors that have references to Java code and each other. These are interrelated in complex ways. Failure to catch a problem at development time could lead to a runtime error that might be very difficult to diagnose and fix. Generators create components from annotations in source code (for example, using XDoclet or JSR 175).J2EE Modules
The output of the development activities are discrete J2EE components (EJBs, servlets, application clients), which are packaged with component-level deployment descriptors and assembled into J2EE modules. Web application modules, EJB modules, enterprise application modules, and Java 2 Connector Architecture (J2CA) resource modules are typical J2EE modules. A module contains code, resources, and deployment descriptors. A J2EE module forms a stand-alone unit, which can be deployed and run on a J2EE application server. Figure 6.3 provides an overview of the J2EE structure associated with common J2EE modules, such as Web, EJB, and EAR, as described by the specification.Creating Applications
WTP provides projects and wizards to help you get started quickly with different types of Web and J2EE applications. You can use these wizards to create most standard Web and J2EE artifacts. Additional tools will help you create, build, validate, and run your applications on servers.
To get started, we will review the steps involved in creating different types of applications. The simple steps provided in this section will help you acquire the skills you will need to work with the examples in this book. More specifically, you will learn how to create these types of projects:
To build a Web application you need a project that contains a Web module. There are two types of Web projects: static and dynamic.
Static Web projects contain resources that provide static content. You can use a static Web project to develop Web applications that contain many of the standard Web resources, such as HTML, images, CSS, and XML, and test them using a Web browser. These projects can be deployed to a conventional Web server, such as the Apache HTTP Server, that has no J2EE capabilities.
Dynamic Web projects are for J2EE Web applications that contain servlets, JSPs, and filters, in addition to static content. A dynamic Web project can be used as a stand-alone Web application, or it can be combined with other modules to create a J2EE enterprise application.
The J2EE specification defines a standard for Web application directory structure. It specifies the location of static Web files, JSPs, Java class files, Java libraries, deployment descriptors, and supporting metadata. The default dynamic Web project layout resembles the structure of a J2EE Web application module. In the workbench, you can use the New Web Project wizard to create a new Web project. WTP has support for other types of project layouts and can automatically build a J2EE Web application archive (WAR) structure defined by the standard.
When you want to create a dynamic Web project, you will typically do the following:
You can try these steps by repeating the following:
Enter LeaguePlanetWebProject for the project name. A dynamic Web project contains J2EE components such as JSPs and servlets. It is necessary for J2EE APIs to be a part of the project classpath. This is done for you automatically when you associate a J2EE server runtime with the project. The runtime provides a set of libraries that will also contain JARs such as the servlet.jar. If you switch the runtime at a later time, the classpath is also updated. If your prefer not to use a runtime to provide these libraries, you can create a folder that contains the J2EE libraries and point to it as your runtime library. However, this method will require you to obtain appropriate libraries for the J2EE APIs from
Assuming you have defined a server runtime such as Tomcat, select it as the target runtime. We will revisit servers and runtimes in other chapters.
Configurations allow you to choose a set of project facets for common styles of Web projects. For example, if you choose the WebDoclet configuration, WTP will set up the project to enable XDoclet.
Click the Next button. The Project Facets selection page is displayed (see Figure 6.6).
Figure 6.8 Dynamic Web Project—LeaguePlanetWebProject
You have now created a dynamic Web project named LeaguePlanetWebProject and targeted it to Tomcat.
The Dynamic Web Project wizard creates folders and files under the project (see Figure 6.9). Open the project you have just created and browse its contents. For example, the WebContent folder contains a special folder named WEB-INF, which holds items that are defined by the J2EE specification and are not accessible by a Web browser. The WEB-INF/classes folder is where compiled Java code goes. It also contains a special file, web.xml, which is the J2EE Web deployment descriptor.
The WebContent folder contains Web resources such as JSP and HTML files, and other types of supporting resources (see Figure 6.9). The contents of WebContent will be accessible from the Web application context root.
The following default elements are created with a dynamic Web project:
A dynamic Web project can publish its contents as a Java Web application archive (WAR) file (see Figure 6.10). Publishers assemble the artifacts in a Web project, such as Java sources; Web content, such as JSPs, HTML, and images; and metadata, such as Web deployment descriptors, in a form that can run on a J2EE application server.
WTP wizards simplify the tasks involved in creating J2EE modules. We have just shown how to create a Web module. WTP online documentation at
provides detailed information about these wizards and the project structure. The process of creating an EJB application is equally simple. The next section describes how to create an EJB project that contains an EJB module.Creating EJB Applications
An EJB project contains an EJB module. This project can be used to assemble one or more enterprise beans in a single deployable unit. EJBs are deployed in a standard Java archive (JAR) file. An EJB project can be used to build stand-alone components, or it can be combined with other modules in a J2EE enterprise application (EAR).
Recall the structure of an EJB module (see Figure 6.3 earlier). EJB modules have a simple structure that contains EJB classes and deployment descriptors. In the workbench, we can use the New EJB Project wizard to create a new EJB project with an EJB module in it.
When you want to create an EJB project, you will typically do the following:
You may notice some errors in the new EJB project. For example, if your EJB project does not contain any EJB components, this is considered an error according to the J2EE specification. If you chose the XDoclet facet and an XDoclet runtime is not yet configured, this will show up in the problem markers. These errors are normal and will be removed when you fix the preferences and add EJBs to the project.
The ejbModule folder contains Java and EJB resources such as the deployment descriptor (see Figure 6.16).
Similar to Web application modules, an EJB project has a publisher for EJB applications (see Figure 6.17). This publisher creates a deployable EJB module from the contents of the project with all the classes and deployment descriptors.
This completes the process of creating an EJB project. The next section describes how to create an enterprise application project that can combine EJB and Web modules in a J2EE Enterprise Application (EAR) module.Creating Enterprise Applications
The most interesting J2EE enterprise applications have more than one module. They have several Web applications and EJB modules. The J2EE specification provides a basic application packaging structure called an enterprise application. Enterprise application archives are packaged as Java archives with the .ear suffix. Therefore, they are also known as EARs. An EAR can contain one or more
An enterprise application project contains the hierarchy of resources that are required to deploy these modules as a J2EE enterprise application.
An enterprise application module contains a set of references to the other J2EE modules that are combined to compose an EAR. In addition to the modules, an enterprise application module also includes a deployment descriptor, application.xml.
Publishers for enterprise application projects consume the output of the publishers from their component modules (see Figure 6.18). For example, the builder of an EAR that contains a Web application module and an EJB module waits until the builder for the Web and EJB projects creates the deployable structures for these modules, and then it assembles these artifacts in the EAR.
WTP has wizards and tools to create and edit EARs. They are described in the following use cases.Create a New Web or EJB Module in an EAR
When a new J2EE module project is created, such as a dynamic Web project or an EJB project, it can be associated with an enterprise application project (see Figure 6.19). The project wizards let you specify a new or existing enterprise application. You can also choose the project in which you would create the enterprise application module. Finally, the EAR is updated to include the new J2EE module in it.Adding Existing Web and EJB Modules to an EAR
In the second scenario there are existing J2EE modules, which are to be added to a new enterprise application. You create a new EAR project and add your existing modules to it. The Enterprise Application wizard creates a new project and allows you to choose the modules to be included in it.
When you want to create an EAR project, you will typically do the following:
In the final scenario, you modify the modules in an EAR. You can add new modules to an EAR or remove existing ones by using the J2EE Module Dependencies property page.
When you want to modify an EAR project, you will typically do the following: In the Project Explorer, highlight the enterprise application LeaguePlanetEar, right click, and select Properties. As Figure 6.25 shows, you can then choose the modules to be included in the EAR.
EAR modules have a simple structure. When modules are added or removed from an EAR, WTP automatically updates the module and the contents of the EAR deployment descriptor, application.xml, which is stored in the META-INF directory.
Wages growth for tech jobs in the US was stagnant in 2018, rising just 0.6 percent from 2017 to an average of $93,244 for the year, accord to Dice's 2019 tech salary report.
Average tech wages haven't increased since 2015, when the average was actually higher than today at $93,328, according to Dice's data, and that's despite historically low levels of unemployment in the sector.
However, there are a few specialized skills and roles that have seen higher than average growth, which could motivate some into making a career pivot.
Dice's survey of 10,780 technology professionals finds that 68 percent would jump ship to get a higher wage, compared with 47 percent who would do it for better working conditions, like remote work and more flexible hours.
As expected, the top-paying tech jobs are held by C-level execs and directors, whose average annual salary grew 3.9 percent over the year to $142,063.
Salaries for software engineers grew 5.1 percent to $110,898, while technology strategist and architect wages grew eight percent to $127,121.
Database administrators on average received $103,473 per year but wages grew only 0.2 percent. Meanwhile, web developer and programmer salaries grew 11.6 percent to $82,765. Even technical-support wages saw decent growth of 6.8 percent to $60,600.
Average wages for software engineers grew 5.1 percent to $111,000, while app-developer wages grew 7.6 percent to $105,200. Other roles that paid between $100,000 to $115,000 include DevOps engineer, hardware engineer, project manager, and security analyst.
SEE: How to build a successful developer career (free PDF)
Looking at the most lucrative skills, Dice finds that programmers using Google-developed Go, or Golang, earned the highest on average at $132,827, while programmers using Apache Kafka earned an average of $127,554.
Skillsets where average annual wages exceeded $120,000 include Amazon DynamoDB, Amazon Redshift, Apache Cassandra, Elasticsearch, RabbitMQ, MapReduce, and SAP HANA.
Some skills saw significant declines in average wages. The average wage for those skilled in the iOS graph design app declined 12.1 percent to $107,061, while wages for those skilled in Rackspace technology slipped 7.1 percent to $104,782.
Others broadly defined skills where average wages declined by more than five percent but still exceeded $100,000 include infrastructure as a service, Pure Storage, NetApp, Fortran, 3Par, software-defined networks, Informix, Siebel, unified communications, Compellent, Glassfish, Sun, Objective-C, and IBM's Infosphere Data Stage.
The top-paying location is Silicon Valley, where average wages for tech jobs rose 3.2 percent to $118,306. Other cities where average wages are between $105,000 and $100,000 include Seattle, San Diego, Minneapolis, Boston, Baltimore, Portland, and New York.
However the best cities, adjusted for the local cost of living, are Minneapolis, Portland, Tampa, Charlotte, and Seattle.
Dice finds that programmers using Google-developed Go, or Golang, earned the most on average at $132,827.Image: Dice Previous and related coverage
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Popularity may not be a single vector answer, but students and professionals still want to know if they're guiding their careers and companies in the right direction.
Possible Python rival? Programming language Julia is winning over developers
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Microsoft readies Python, Java support for its bot-building framework
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Is Julia the next big programming language? MIT thinks so, as version 1.0 lands TechRepublic
Released in 2012, Julia is designed to combine the speed of C with the usability of Python, the dynamism of Ruby, the mathematical prowess of MatLab, and the statistical chops of R.
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According to technology job board Dice’s October report, there’s one particular tech talent now in short supply across the U.S.: Microsoft’s .NET. Job postings requiring .NET are up more than 25% year-over-year, the company says – faster growth than the total job postings on all of Dice.com.
In addition, 27% of the searches in Dice’s resume database involve those looking for .NET skills and an experience level of 0-3 years. 46% of searches were for those with 4-7 years experience in .NET, and 21% were looking for .NET developers with 8-10 years experience.
Why the shortage? Dice believes that developers are worrying that if they specialize in .NET development, they won’t be able to branch out to other platforms. They also aren’t paid as much as those who specialize in other areas. For example, .NET developers earn around $83,000 per year, but Java developers typically make more than $91,000.
However, Dice says that there are now over 10,000 jobs on its site requesting the skill set, and that if demand continues to outstrip supply, wages will adjust accordingly.
Dice isn’t the only outfit reporting increased interest in .NET talent. In September, WANTED Analytics, a source of real-time business intelligence for the talent marketplace, reported similar trends. It found that .NET was one of the most commonly advertised job titles along with Java Developer, Web Developer, Sharepoint Developer, Web Designer, PHP Developer and J2ee Developer.
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