Product Manager (Formal)IIIProduct Management LeadJob Skill RequirementsSpecified Duration of Work (If Any)...Duration-Compensation Type, Rate, and Annualized Result...Compensation- - - 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...SkillsPoints are in Thousands...(in Thousands)Estimated 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)..Points'Business process of planning, developing, launching, and managing a product or service. ...Product ManagementGR3Level Tier III - 3 3 III 2225Daily/ 2D2270'Class of artificial intelligence that focuses on autonomous systems that can make decisions and perform tasks without human intervention. ...Agentic AIGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173'Automated, sequential sets of tasks that ingest, process, and move raw data from multiple sources to a destination for analysis, driving faster insights and operational efficiency. ...Analytics PipelinesGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173''Field of artificial intelligence (AI) that enables computers to see and interpret images and videos, much like humans do. ...Computer VisionGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173Process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions, and supporting decision-making. ...Data AnalysisGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173Process of creating a visual representation of an information system to communicate connections between data points and structures. ...Data ModelingGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173''Type of AI that can create new content, including text, images, audio, and video, based on existing data and user prompts ...GenAIGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173'Creating, deploying, and utilizing Large Language models effectively for specific tasks and applications. ...LLM DesignGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173''Use 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 LearningGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173'Set of practices that streamline the process of building, deploying, and managing machine learning models in a production environment. ...MLOpsGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173'In distributed computing, observability is ability to collect data about programs' execution, modules' internal states, and the communication among components. ...ObservabilityGR3Level Tier III - 3 3 III 2225Weekly/ 8W8173Abstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ...Analytical ThinkingGR3Level Tier III - 3 3 III 2225Daily/ 2D2270'Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR3Level Tier III - 3 3 III 2225Daily/ 1D168'Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR3Level Tier III - 3 3 III 2225Daily/ 1D168'Ability to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ...Judgment and Decision MakingGR3Level Tier III - 3 3 III 2225Daily/ 1D168Cloud computing platform offering a wide range of services that enable businesses and individuals to build, run, and scale applications. ...Amazon AWSGP1.5Level Tier III - 3 3 III 1465Monthly/ 40M40230'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP1.5Level Tier III - 3 3 III 1465Monthly/ 40M40230'Framework that improves Large Language Model (LLM) accuracy and relevance by fetching data from external, trusted sources—such as document databases, intranets, or web searches—before generating a response ...RAGGP1.5Level Tier III - 3 3 III 1465Monthly/ 30M30130'Fundamental package for scientific computing with Python. It provides: Testing: NumPy requires pytest and hypothesis. ...NumpyGP1Level Tier III - 3 3 III 1210Monthly/ 30M30130''Fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language. ...PandasGP1Level Tier III - 3 3 III 1210Monthly/ 30M30130...Total Skill Points:402153325Objective is the primary goal of the task...Description- Link is a way to share an internal link to the task (if there is one)...Job LinkSkills Label™ Patent 11587190 skillslabel.com
  


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A Job Label is a complete ROI for a standard job listing lasting a year or less. Job Labels standardize what skills are required for both prior experience and first year application.

A template establishes baseline job requirements. A job posting and the company listing the job should have different requirements, so on a Job Label the referenced skills and their definitions change. Skills might get added or removed.

Use Job Labels to attract professionals. A clear advantage with Job Labels are they allow evaluations to consider not only a credential (degree or certificate), but whether workers are able to apply the necessary skills neeeded for the job.

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Use Skills Based Approach to prepare to learn, get, and verify the skills in 6 months to 2 years...