Double-Click on Tile to View the Label. Drag and Drop to make comparisons. Click to bring in Skill Based Approach as an Instance or Job Futures as a Template.
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsPhysical and virtual components that support the operation of a data center ... Data Center InfrastructureLevel Tier III - 3
3 III Daily/ 2 DManaging physical and virtual components that enable communication and data transfer between devices and systems within a network. ... Network InfrastructureLevel Tier III - 3
3 III Hourly/ 0.25 HUnderstanding the sets of rules that determine how routers choose the best path for forwarding data packets across a network. ... Network Routing ProtocolsLevel Tier III - 3
3 III Daily/ 2 DMaintaining the computer systems and networks within an organization, ensuring they function smoothly and securely. ... Systems AdministrationLevel Tier III - 3
3 III Hourly/ 0.25 HOrganized process an organization uses to manage and mitigate cyberattacks or security breaches. ... Security Incident ResponseLevel Tier III - 3
3 III Weekly/ 8 WTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Weekly/ 8 WAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 2 DApplying methods and process to check for errors and inconsistencies. ... TroubleshootingLevel Tier III - 3
3 III Hourly/ 0.25 HAdvise or train (someone, especially a younger colleague). ... MentoringLevel Tier III - 3
3 III Weekly/ 6 Wnetworking products, including routers, switches, network management software, network security products, and software-defined networking technology. ... JuniperLevel Tier III - 3
3 III Monthly/ 40 MInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 30 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsCreating, designing and building new AI applications or utilities. ... AI Applications DesignLevel Tier V - 5
5 V Hourly/ 0.25 HProcess of creating a visual representation of an information system to communicate connections between data points and structures. ... Data ModelingLevel Tier V - 5
5 V Hourly/ 0.25 HProcess of observing, evaluating, and tracking data to ensure its quality, accuracy, and usefulness for business purposes. ... Data MonitoringLevel Tier V - 5
5 V Hourly/ 0.25 HUse and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data. ... Machine LearningLevel Tier V - 5
5 V Hourly/ 0.25 HSpecialized electronic circuit designed for digital image processing and to accelerate computer graphics. ... GPU ArchitectureLevel Tier V - 5
5 V Weekly/ 6 WAbility of an ML system to continue operating correctly even when some of its components or data sources fail. ... ML Fault ToleranceLevel Tier V - 5
5 V Weekly/ 6 WHardware and software components needed to enable cloud computing services. ... Cloud InfrastructureLevel Tier V - 5
5 V Daily/ 1 DTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier V - 5
5 V Monthly/ 30 MAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier V - 5
5 V Daily/ 2 DCommunicating technical information in a simple way an audience can understand. ... Articulate Technical InformationLevel Tier V - 5
5 V Daily/ 1 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier V - 5
5 V Daily/ 1 DInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier V - 5
5 V Monthly/ 30 MA powerful and versatile general-purpose programming language known for its efficiency and low-level access to computer hardware ... C ProgrammingLevel Tier V - 5
5 V Monthly/ 20 MOpen-source container orchestration platform used to automate the deployment, scaling, and management of containerized applications. ... KubernetesLevel Tier V - 5
5 V Monthly/ 20 MSystem-wide performance analysis tool designed to visualize an application’s algorithms, identify the largest opportunities to optimize, and tune to scale efficiently across any quantity or size of CPUs and GPUs ... NsightLevel Tier V - 5
5 V Monthly/ 20 MOpen format built to represent machine learning models. ... ONNXLevel Tier V - 5
5 V Monthly/ 20 MPython Library supporting the development of AI and machine learning. ... PyTorchLevel Tier V - 5
5 V Monthly/ 20 MEcosystem of tools for developers to achieve high-performance deep learning inference. ... TensorRTLevel Tier V - 5
5 V Monthly/ 20 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsProcess of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. ... Data AnalysisLevel Tier III - 3
3 III Hourly/ 0.25 HSet of principles, standards and practices that ensures your data is reliable and consistent. ... Data GovernanceLevel Tier III - 3
3 III Hourly/ 0.25 HProcess of creating a visual representation of an information system to communicate connections between data points and structures. ... Data ModelingLevel Tier III - 3
3 III Daily/ 1 DAn iterative approach to software development that emphasizes flexibility, collaboration, and continuous improvement. ... Agile MethodologyLevel Tier III - 3
3 III Weekly/ 6 WTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Weekly/ 6 WForm of software testing by which isolated source code is tested to validate expected behavior. ... Unit TestingLevel Tier III - 3
3 III Weekly/ 6 WStrongly statically typed high-level general-purpose programming language that supports both object-oriented programming and functional programming ... ScalaLevel Tier III - 3
3 III Monthly/ 20 MProviding guidance, knowledge, and direction in a specific niche or area of technology to maintain a competitive edge. ... Technology LeadershipLevel Tier III - 3
3 III Weekly/ 6 WAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DCommunicating technical information in a simple way an audience can understand. ... Articulate Technical InformationLevel Tier III - 3
3 III Daily/ 1 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 1 DInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 40 MUse of the SQL Programming language for storing and processing information in a relational database. ... SQL ProgrammingLevel Tier III - 3
3 III Monthly/ 30 MA high-level, object-oriented programming language known for its platform independence. Java code can run on all platforms supporting the Java Virtual Machine (JVM) without recompilation. ... JavaLevel Tier III - 3
3 III Monthly/ 30 MOpen-source container orchestration platform used to automate the deployment, scaling, and management of containerized applications. ... KubernetesLevel Tier III - 3
3 III Monthly/ 30 MCloud computing platform offering a wide range of services that enable businesses and individuals to build, run, and scale applications. ... Amazon AWSLevel Tier III - 3
3 III Monthly/ 20 MService provided by Amazon Web Services that enables users to model and manage infrastructure resources in an automated and secure manner. ... CloudformationLevel Tier III - 3
3 III Monthly/ 20 MGoogle Drive Enterprise (GDE) is a cloud-based document management system designed for businesses, particularly mid-sized to large enterprises. ... Google Drive EnterpriseLevel Tier III - 3
3 III Monthly/ 20 MAn infrastructure as code (IaC) tool developed by HashiCorp ... TerraformLevel Tier III - 3
3 III Monthly/ 20 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsHardware and software components needed to enable cloud computing services. ... Cloud InfrastructureLevel Tier III - 3
3 III Daily/ 2 DTechnology-enabled automation of business processes. ... Process AutomationLevel Tier III - 3
3 III Daily/ 2 DCustomer service provided to customers to resolve issues, commonly with consumer electronics. ... Technical SupportLevel Tier III - 3
3 III Daily/ 2 DProcess of delivering and making a new or updated system (hardware, software, or a combination) available for use by end-users or customers. ... Systems DeploymentLevel Tier III - 3
3 III Weekly/ 6 WConceptual model that defines the structure, behavior, and views of a system. ... Systems ArchitectureLevel Tier III - 3
3 III Daily/ 1 DProcess of defining and developing systems, such as interfaces and data, for an electronic control system to satisfy specified requirements. ... Systems DesignLevel Tier III - 3
3 III Daily/ 1 DDefine the necessary specifications for a system to operate effectively, encompassing hardware, software, and connectivity aspects ... Define System RequirementsLevel Tier III - 3
3 III Weekly/ 8 WOrganized, strategic approach to detecting and managing error in ways that minimize damage, recovery time and total costs. ... Fault Incident ResponseLevel Tier III - 3
3 III Weekly/ 8 WTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Daily/ 1 DUnderstanding the sets of rules that determine how routers choose the best path for forwarding data packets across a network. ... Network Routing ProtocolsLevel Tier III - 3
3 III Daily/ 1 DSuite of cloud computing services offered by Google that provides a series of modular cloud services including computing, data storage, data analytics, and machine learning, alongside a set of management tools. ... Google Cloud PlatformLevel Tier III - 3
3 III Monthly/ 30 MAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DApplying methods and process to check for errors and inconsistencies. ... TroubleshootingLevel Tier III - 3
3 III Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 1 DCloud computing platform offering a wide range of services that enable businesses and individuals to build, run, and scale applications. ... Amazon AWSLevel Tier III - 3
3 III Monthly/ 30 MVersatile, free, and open-source operating system known for its flexibility and reliability. ... LinuxLevel Tier III - 3
3 III Monthly/ 30 MInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 30 Mserver-side web application framework written in Ruby under the MIT License. Rails is a model–view–controller framework, providing default structures for a database, a web service, and web pages ... RubyLevel Tier III - 3
3 III Monthly/ 30 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsProcess of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. ... Data AnalysisLevel Tier V - 5
5 V Daily/ 2 DProcedure or set of procedures intended to ensure that a manufactured product or performed service adheres to a defined set of quality criteria or meets the requirements of the client or customer. ... Quality Control AnalysisLevel Tier V - 5
5 V Hourly/ 0.25 HProcess of evaluating and verifying that a software product or application does what it’s supposed to do. The benefits of good testing include preventing bugs and improving performance. ... Software TestingLevel Tier V - 5
5 V Hourly/ 0.25 HStatistical analysis involves collecting and scrutinizing every data sample in a set of items from which samples can be drawn. ... Statistical AnalysisLevel Tier V - 5
5 V Weekly/ 8 WProcess of delivering and making a new or updated system (hardware, software, or a combination) available for use by end-users or customers. ... Systems DeploymentLevel Tier V - 5
5 V Monthly/ 30 MTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier V - 5
5 V Daily/ 1 DProcess of ensuring that collected, input, or processed data is accurate, complete, and consistent. ... Data VerificationLevel Tier V - 5
5 V Daily/ 1 DOngoing process of observing and analyzing a system's performance, health, and security. ... System MonitoringLevel Tier V - 5
5 V Daily/ 1 DForm of software testing by which isolated source code is tested to validate expected behavior. ... Unit TestingLevel Tier V - 5
5 V Daily/ 1 DCombined practices of continuous integration (CI) and continuous delivery (CD) or, less often, continuous deployment. ... CI/CDLevel Tier V - 5
5 V Weekly/ 8 WDocumentation that describes how a product or service works. ... Technical DocumentationLevel Tier V - 5
5 V Weekly/ 8 WOrganized, strategic approach to detecting and managing error in ways that minimize damage, recovery time and total costs. ... Fault Incident ResponseLevel Tier V - 5
5 V Weekly/ 6 WGeneral-purpose technology. AI programs are designed to simulate human perception and understanding. ... AI ApplicationsLevel Tier V - 5
5 V Monthly/ 30 MAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier V - 5
5 V Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier V - 5
5 V Daily/ 1 DAbility to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ... Judgment and Decision MakingLevel Tier V - 5
5 V Daily/ 1 DApplying methods and process to check for errors and inconsistencies. ... TroubleshootingLevel Tier V - 5
5 V Daily/ 1 DInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier V - 5
5 V Monthly/ 40 MModern, powerful, and versatile programming language created by Apple for building apps on its platforms (iOS, macOS, watchOS, tvOS). ... SwiftLevel Tier V - 5
5 V Monthly/ 40 MFramework for structuring automated tests to ensure high quality and fast feedback, prioritizing a large base of fast, low-level unit tests over fewer, slower, and more brittle end-to-end tests. ... Software Testing PyramidLevel Tier V - 5
5 V Monthly/ 30 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsProcess of creating low-level software that directly controls embedded hardware components, typically written in C/C++ or Rust. ... Firmware DevelopmentLevel Tier III - 3
3 III Hourly/ 0.25 HComputer programming, documenting, testing, and bug fixing involved in creating and maintaining applications and frameworks involved in a software release life cycle and resulting in a software product.. ... Software DevelopmentLevel Tier III - 3
3 III Daily/ 2 DBuilds on the analysis model by describing, in greater detail, the structure of the system and how the system applied. ... Design ModelingLevel Tier III - 3
3 III Weekly/ 8 WProcess of defining the architecture, components, modules, interfaces, and data for a system to satisfy specified requirements. ... System Design StrategyLevel Tier III - 3
3 III Weekly/ 8 WPlan that defines how a system, application or process will be checked to ensure it works correctly according to specifications. ... Test Verification StrategyLevel Tier III - 3
3 III Weekly/ 8 WConceptual model that defines the structure, behavior, and views of a system. ... Systems ArchitectureLevel Tier III - 3
3 III Daily/ 1 DProcess of creating, organizing, and optimizing digital storage components—such as SRAM, DRAM, and Flash—to balance speed, capacity, power, and cost. ... Memory DesignLevel Tier III - 3
3 III Weekly/ 8 WSystem on a chip (SoC), also known as a chipset (when used on a mobile device), is an integrated circuit that combines most or all key components of a computer or electronic system onto a single microchip. ... SOC ArchitectureLevel Tier III - 3
3 III Monthly/ 30 MTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Weekly/ 8 WForm of software testing by which isolated source code is tested to validate expected behavior. ... Unit TestingLevel Tier III - 3
3 III Weekly/ 8 WSingle, open source standard, and a set of technologies to capture and export metrics, traces, and logs from your cloud-native applications and infrastructure. ... OpenTelemetryLevel Tier III - 3
3 III Monthly/ 30 MAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 1 DApplying methods and process to check for errors and inconsistencies. ... TroubleshootingLevel Tier III - 3
3 III Daily/ 1 DInteractions between departments, team, and / or group from within a company, usually suggesting working together from different disciplines or parts of the company. ... Internal CollaborationLevel Tier III - 3
3 III Weekly/ 6 WIdentify patterns, behaviors, or preferences that are gaining popularity or influence within a specific industry, niche, or audience. ... Research Emerging TrendsLevel Tier III - 3
3 III Weekly/ 6 WA powerful and versatile general-purpose programming language known for its efficiency and low-level access to computer hardware ... C ProgrammingLevel Tier III - 3
3 III Monthly/ 30 MInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 30 MCrucial computing function that optimizes battery life and reduces energy consumption by controlling the power states of individual components. ... Device Power ManagementLevel Tier III - 3
3 III Weekly/ 8 WObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsTechnology-enabled automation of business processes. ... Process AutomationLevel Tier III - 3
3 III Daily/ 2 DQuantitative analysis is a research methodology that uses mathematical and statistical techniques to analyze numerical data and identify patterns, trends, and relationships between variables. ... Quantitative AnalysisLevel Tier III - 3
3 III Hourly/ 0.25 HTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Weekly/ 8 WSystematic approaches to find the best solutions, whether it's maximizing profit or minimizing waste, by identifying and improving processes and resources. ... Optimization StrategiesLevel Tier III - 3
3 III Weekly/ 8 WDiscovery of new or significantly improved methods for creating and delivering products or services ... Process InnovationLevel Tier III - 3
3 III Weekly/ 8 WProduct lifecycle management (PLM) is the process of managing the entire lifecycle of a product from its inception through the engineering, design, and manufacture, as well as the service and disposal of manufactured products ... Product Lifecycle ManagementLevel Tier III - 3
3 III Weekly/ 8 WFormal depiction of a theory. It is typically described as the mathematical relationship between random and non-random variables. ... Statistical ModelingLevel Tier III - 3
3 III Weekly/ 8 WMechanisms that enable two software components to communicate with each other using a set of definitions and protocols. ... API DevelopmentLevel Tier III - 3
3 III Monthly/ 30 M(RPA) is a form of business process automation that is based on software robots (bots) or artificial intelligence (AI) agents. ... Robotic Process AutomationLevel Tier III - 3
3 III Weekly/ 8 WManaging of stakeholders of a project, program, or activity. A stakeholder is any individual, group or organization that can affect, be affected by, or perceive itself to be affected by a program. ... Stakeholder ManagementLevel Tier III - 3
3 III Weekly/ 8 W Research involving the collection of data in numerical form for quantitative analysis. ... Quantitative ResearchLevel Tier III - 3
3 III Weekly/ 6 WAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 1 DAbility to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ... Judgment and Decision MakingLevel Tier III - 3
3 III Daily/ 1 DInteractions between departments, team, and / or group from within a company, usually suggesting working together from different disciplines or parts of the company. ... Internal CollaborationLevel Tier III - 3
3 III Weekly/ 6 WAn iterative approach to software development that emphasizes flexibility, collaboration, and continuous improvement. ... Agile MethodologyLevel Tier III - 3
3 III Monthly/ 30 MCloud computing platform offering a wide range of services that enable businesses and individuals to build, run, and scale applications. ... Amazon AWSLevel Tier III - 3
3 III Monthly/ 30 MSoftware product developed by Atlassian that allows bug tracking, issue tracking and agile project management. ... JIRALevel Tier III - 3
3 III Monthly/ 30 MMicrosoft spreadsheet application ... MS ExcelLevel Tier III - 3
3 III Monthly/ 30 MInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 30 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
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Estimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... ExperienceLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... 1st YearLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... StandardsSkills Required for the task... SkillsEstimated hours a skill will be applied during the task. Could be simply the task hours or specific to the skill... CredentialLevel of skill required. Based on the tiered Job system (I - V) and a sublevel scale from 1 t0 10... LevelFocus is the proportion (based on intensity and frequency) a skills is applied relative to the other skills... HoursThis interpretation of Skill Points is based on the skill, hours, level and focus attributes (among other proprietary factors)... PointsUsage is the predicted application rate of the skill throughout the task relative to the number of hours... UsageThis interpretation of Skill Points is based on the skill, and the applied usage attributes (among other proprietary factors).. PointsConceptual model that defines the structure, behavior, and views of a system. ... Systems ArchitectureLevel Tier III - 3
3 III Hourly/ 0.25 HTesting technique that automates the process of validating the functionality of software and ensures it meets requirements. ... Automation TestingLevel Tier III - 3
3 III Weekly/ 8 WManaging physical and virtual components that enable communication and data transfer between devices and systems within a network. ... Network InfrastructureLevel Tier III - 3
3 III Weekly/ 8 WTechnology-enabled automation of business processes. ... Process AutomationLevel Tier III - 3
3 III Weekly/ 8 WTesting technique used to evaluate how a system behaves in terms of speed, stability, scalability, and responsiveness under various workloads ... Software Performance TestingLevel Tier III - 3
3 III Weekly/ 8 WProcess of defining the architecture, components, modules, interfaces, and data for a system to satisfy specified requirements. ... System Design StrategyLevel Tier III - 3
3 III Weekly/ 8 WProcess of delivering and making a new or updated system (hardware, software, or a combination) available for use by end-users or customers. ... Systems DeploymentLevel Tier III - 3
3 III Monthly/ 30 MContainerization is operating-system-level virtualization or application-level virtualization over multiple network resources so that software applications can run in isolated user spaces called containers in any cloud or non-cloud environment. ... Software ContainerizationLevel Tier III - 3
3 III Weekly/ 8 WCombined practices of continuous integration (CI) and continuous delivery (CD) or, less often, continuous deployment. ... CI/CDLevel Tier III - 3
3 III Weekly/ 8 WCustomer service provided to customers to resolve issues, commonly with consumer electronics. ... Technical SupportLevel Tier III - 3
3 III Weekly/ 6 WAbstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ... Analytical ThinkingLevel Tier III - 3
3 III Daily/ 2 DProcess of finding solutions to difficult or complex issues ... Complex Problem SolvingLevel Tier III - 3
3 III Daily/ 1 DApplying methods and process to check for errors and inconsistencies. ... TroubleshootingLevel Tier III - 3
3 III Daily/ 1 DAchieves thoroughness and accuracy when accomplishing a task through concern for all the areas involved. ... Attention to DetailLevel Tier III - 3
3 III Daily/ 1 DInterpreted, object-oriented, high-level programming language with dynamic semantics. ... PythonLevel Tier III - 3
3 III Monthly/ 40 MDocker is a platform designed to help developers build, share, and run container applications. ... DockerLevel Tier III - 3
3 III Monthly/ 30 MOpen-source container orchestration platform used to automate the deployment, scaling, and management of containerized applications. ... KubernetesLevel Tier III - 3
3 III Monthly/ 30 MCollaborative culture and set of processes that bring together developers, project managers, and contributors to build software ... Azure DevOpsLevel Tier III - 3
3 III Monthly/ 30 MOpen-source automation server used for implementing continuous integration (CI) and continuous delivery (CD) pipelines. ... JenkinsLevel Tier III - 3
3 III Monthly/ 30 MCross-platform task automation and configuration management framework developed by Microsoft ... PowerShellLevel Tier III - 3
3 III Monthly/ 30 MObjective is the primary goal of the task... DescriptionLink is a way to share an internal link to the task (if there is one)... Job Link
