Data Scientist (Formal)IIIJob 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''Creating, designing and building new AI applications or utilities. ...AI Applications DesignGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270Process of observing, evaluating, and tracking data to ensure its quality, accuracy, and usefulness for business purposes. ...Data MonitoringGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270Combination of math and statistics, specialized programming, advanced analytics, artificial intelligence (AI) and machine learning with specific subject matter expertise to uncover actionable insights hidden in an organization’s data. ...Data ScienceGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270Commonly used statistical technique to predict future behavior. ...Predictive ModelingGR3Level Tier III - 3 3 III 2225Hourly/ 0.25H0.25270'Creating, deploying, and utilizing Large Language models effectively for specific tasks and applications. ...LLM DesignGR3Level Tier III - 3 3 III 2225Daily/ 1D168'Computer 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 DevelopmentGR3Level Tier III - 3 3 III 2225Daily/ 1D168'Combined practices of continuous integration (CI) and continuous delivery (CD) or, less often, continuous deployment. ...CI/CDGP2Level Tier III - 3 3 III 1720Weekly/ 6W697'Set of practices that streamline the process of building, deploying, and managing machine learning models in a production environment. ...MLOpsGP1Level Tier III - 3 3 III 1210Monthly/ 20M2058Abstract 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/ 2D2270Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR3Level Tier III - 1 1 III 1590Daily/ 1D168''Interactions between departments, team, and / or group from within a company, usually suggesting working together from different disciplines or parts of the company. ...Internal CollaborationGP1Level Tier III - 3 3 III 1210Weekly/ 6W697'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGR3Level Tier III - 3 3 III 2225Monthly/ 40M40230'Use of the SQL Programming language for storing and processing information in a relational database. ...SQL ProgrammingGP1Level Tier III - 3 3 III 1210Monthly/ 30M30130Cloud-based, unified analytics platform designed for data engineering, data science, and machine learning. ...Azure DatabricksGP1Level Tier III - 3 3 III 1210Monthly/ 20M2058'Fundamental package for scientific computing with Python. It provides: Testing: NumPy requires pytest and hypothesis. ...NumpyGP1Level Tier III - 3 3 III 1210Monthly/ 20M2058''Software library for machine learning and artificial intelligence. ...TensorFlowGP1Level Tier III - 3 3 III 1210Monthly/ 20M2058...Total Skill Points:283752340Objective 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...