Data Scientists aren't born they are made.

IT pros from all backgrounds are working to gain the types of skills companies need as the demand of Data Scientists, which outpaces the supply of qualified candidates. Here are our primary user personas and their roles in the drive towards being a Data Scientist.
Personas

Decision Makers

Decision Makers

Role: Users who practice data-focused decision making over gut feeling and experience to disrupt the market with creative thinking and innovative ideas
Skills: Domain Knowledge, Customer Knowledge, Business Reporting, Business Intelligence, Data Sources, Business Acumen
Tools: RubiStudio, RubiFlow, RubiSight, RubiCast, RubiThings, RubiWise, RubiML, RubiText
Impact: Accelerate decision-making process and operationalize competitive advantage by choosing the best model from one's experimentation and productionizing it. Train teams to summarize, process, model and visualize data with the help of end to end data science platform, Rubiscape Enhance expertise with fact-driven insights to become Citizen Data Scientists who can extract value from data faster than before

Analytics Leaders

Analytics Leaders

Role: The orchestrators of the various scientists and artists, backed by strong technical skills in a diverse set of technologies to produce a harmonious outcome which forms the basis of fact-driven decisions
Skills: Business Acumen, Translating data jargons into business language, Adaptability to technology changes
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiCast, RubiText
Impact: Provide the direction and mentorship to the Data Science and Analytics team and define the right business priorities. Simplify building models, tuning, and deploying them.

Data Scientists

Data Scientists

Role: The alchemist of the 21st century: someone who can turn raw data into purified insights with a perfect blend of Business, Technology, and Statistics
Skills: Domain Knowledge, Data-Driven Problem Solving, Business Acumen, Business Analytics
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiText, RubiThings, RubiAutoML, RubiWise
Impact: Figure out the challenges of a business and provide the best solutions using data processing and data analysis
Perform predictive analyses and fine-tune them through a "disorganized/unstructured" data to present actionable insights by recognizing patterns and trends, in turn helping companies perform better

Data Artists

Data Artists

Role: They are helping people see and understand complex data better.
Skills: Build data narratives, Intellectual Curiosity
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiText, RubiThings, RubiAutoML, RubiWise
Impact: Quickly build attractive and meaningful visualizations to facilitate slicing and dicing of data
Bring out new insights from the vast data beautifully Plot the available information in various types of charts and graphs to make attractive, efficient, and meaningful storyboards

Statistician

Statistician

Role: The mathematicians who radically transforms businesses with their knowledge in statistical theories and methodologies, a logical mindset, and insights
Skills: Domain Knowledge, Adaptability for technology change, Translate data jargons into business language
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiCast, RubiText, RubiThings
Impact: Harvest data and turn it into information and knowledge

Analysts

Analysts

Role: Experienced data wranglers who model, summarize, and visualize data by handling various tasks involving data wrangling, visualization, and processing of large amounts of data.
Skills: Domain Knowledge, Business Reporting, Business Acumen
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiCast, RubiText, RubiThings, RubiWise
Impact: Make use of data for companies to make wise business decisions and perform queries on the databases continuously.
Create and/or modify algorithms that can obtain information from large databases without changing the data.

AI – ML Engineer

AI – ML Engineer

Role: Catalysts who integrate analytics insights into workflows and decision making with machine learning engineering
Skills: Domain Knowledge, Business Intelligence, Business acumen
Tools: RubiStudio, RubiFlow, RubiSight, RubiCast, RubiThings, RubiWise
Impact: Implement standard machine learning algorithms such as clustering, classification and perform A/B testing, build data pipelines

Data Engineers

Data Engineers

Role: Users who are responsible for building enormous reservoirs for big data and want to deep dive in the diverse data to come out with innovation and insights
Skills: Business Acumen, Domain knowledge
Tools: RubiStudio, RubiFlow
Impact: Construct, develop, test and maintain architectures such as large-scale data processing systems to boost the performance of the databases

Students

Students

Role: Users who want to build a career in the field of Data Science and Analytics with productive learning in open source programming
Skills: Entrepreneurial mindset
Tools: RubiStudio, RubiFlow, RubiSight, RubiML, RubiText, RubiThings
Impact: Get started with a Rubiscape Bootcamp, Build models and use case Access industry problem statement and canvasing solution ideas to obtain the industry required skills, competencies, and certifications

Researcher

Researcher

Role: Users who collect and analyze data to solve problems, explore issues, and predict trends by bringing social and economic scenarios to the table
Skills: Social Intelligence, Networking skills
Tools: RubiStudio, Rubie, RubiFlow, RubiSight, RubiML, RubiCast, RubiText, RubiThings, RubiAutoML, RubiWise
Impact: Harvest data and turn it into futuristic models

Faculty

Faculty

Role: User, who is responsible for transferring knowledge and performing research in the area of data science and machine learning through conceptual knowledge and strong theoretical background
Skills: Training and Mentoring Skills, Social Intelligence
Tools: RubiStudio, Rubie, RubiFlow, RubiSight, RubiML, RubiCast, RubiText, RubiThings, RubiAutoML, RubiWise
Impact: Develop insights to transform student's confidence towards industry roles radically. Harvest the data and turns it into futuristic models