Data Scientist (Formal)IVAI EngineerJob 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)..PointsProcess of extracting and finding patterns in massive data sets involving methods at the intersection of machine learning, statistics, and database systems. ...Data MiningGR4Level Tier IV -4 4 IV 3125Daily/ 2D2270Combination 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 ScienceGR4Level Tier IV -4 4 IV 3125Daily/ 2D2270Analytical representation or illustration of an organization's business processes. ...Process ModelingGR4Level Tier IV -4 4 IV 3125Daily/ 2D2270Systematic approaches to find the best solutions, whether it's maximizing profit or minimizing waste, by identifying and improving processes and resources. ...Optimization StrategiesGR4Level Tier IV -4 4 IV 3125Weekly/ 8W8173'Class of artificial intelligence that focuses on autonomous systems that can make decisions and perform tasks without human intervention. ...Agentic AIGR2Level Tier IV -4 4 IV 1960Weekly/ 8W8173'(NLP) is a machine learning technology that gives computers the ability to interpret, manipulate, and comprehend human language. ...Natural Language ProcessingGR2Level Tier IV -4 4 IV 1960Weekly/ 8W8173''Field of artificial intelligence (AI) that enables computers to see and interpret images and videos, much like humans do. ...Computer VisionGR2Level Tier IV -4 4 IV 1960Monthly/ 30M30130'Documentation that describes how a product or service works. ...Technical DocumentationGP1Level Tier IV -4 4 IV 1380Weekly/ 8W8173Process of obtaining relevant supply chain information and then constructing a plan to secure a constant availability of goods, while ensuring they reach your customers as quickly as possible ...Logistical PlanningGP1Level Tier IV -4 4 IV 1380Monthly/ 30M30130Providing guidance, knowledge, and direction in a specific niche or area of technology to maintain a competitive edge. ...Technology LeadershipGP1Level Tier IV -4 4 IV 1380Weekly/ 6W697Abstract separation of a whole into its constituent parts in order to study the parts and their relations. analysis. abstract thought, logical thinking, reasoning. ...Analytical ThinkingGR4Level Tier IV -4 4 IV 3125Daily/ 2D2270Communicating technical information in a simple way an audience can understand. ...Articulate Technical InformationGR4Level Tier IV -4 4 IV 3125Daily/ 1D168Process of finding solutions to difficult or complex issues ...Complex Problem SolvingGR4Level Tier IV -4 4 IV 3125Daily/ 1D168Ability to judge, make a decision, or form an opinion objectively, authoritatively, and wisely, especially in matters affecting action ...Judgment and Decision MakingGR4Level Tier IV -4 4 IV 3125Daily/ 1D168The quality or state of being correct or precise. ...AccuracyGP2Level Tier IV -4 4 IV 1960Daily/ 1D168Achieves thoroughness and accuracy when accomplishing a task through concern for all the areas involved. ...Attention to DetailGP1Level Tier IV -4 4 IV 1380Daily/ 1D168'Interpreted, object-oriented, high-level programming language with dynamic semantics. ...PythonGP2Level Tier IV -4 4 IV 1960Monthly/ 30M30130'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 ...RAGGP2Level Tier IV -4 4 IV 1960Monthly/ 30M30130'Writing the lines of code in SQL ...SQL CodingGP2Level Tier IV -4 4 IV 1960Monthly/ 30M30130Suite 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 PlatformGP1Level Tier IV -4 4 IV 1380Monthly/ 30M30130...Total Skill Points:456302985Objective 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.

Use the Learning Labels Search to find a Job Template. Then create a Job Label in seconds...

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