Analytical skills
Data Scientists possess the ability to analyse complex data, identify core issues and investigate, evaluate and reach appropriate conclusions/solutions to optimise the business.
Data Scientists
Descriptions & Duties
- Data Scientists work closely with cross-functional teams to perform statistical analysis at department and division level using machine learning algorithms and programming to build predictive models undertake pre-processing of structure and unstructured data as well as to collaborate with IT team to push big data projects to production.
Generic Competencies
Physical Abilities
Physical abilities
- Physical strength
- Eye hand coordination / precision / dexterity
Importance:1 (Max:5)
Skill is rarely required
Technology Skills
Technology skills
- Computer literacy
- Application of technology
Importance:5 (Max:5)
Skill is required all the time
Cognitive Abilities
Cognitive abilities
- Creativity
- Visualisation
- Logical thinking
Importance:4 (Max:5)
Skill is frequently required
Comprehension And Expression
Comprehension and expression skills
- Reading comprehension
- Oral / written expression
Importance:4 (Max:5)
Skill is frequently required
Social Skills
Social skills
- Communication
- Negotiation
- Persuasion
Importance:3 (Max:5)
Skill is basically required
Organisation And Execution Skills
Organisation and execution skills
- Planning
- Organising
- Judgement
- Decision making
Importance:4 (Max:5)
Skill is frequently required
Problem Solving Skills
Problem solving skills
- Ability to solve simple and complex problems effectively and efficiently
Importance:5 (Max:5)
Skill is required all the time
Management Skills
Management skills
- Leadership
- Management of finance / time / people / other resources
Importance:3 (Max:5)
Skill is basically required
Trade Specific Competencies
Statistical knowledge and skills
Data Scientists possess good understanding of the principles and practices of statistical modeling, data science, data mining and quantitative analytics.
General Requirements
Academic qualification
- A recognised higher diploma or bachelor's degree, typically in computer science, software engineering, or related field
Experience
- at least 2-3 years' relevant experience is required
Career Path & Salary
Private Sector
Monthly Salary $20,000-$40,000
Monthly Salary $30,000-$60,000
Monthly Salary $40,000-$80,000
Monthly Salary $50,000-$100,000
Related Education & Training
Work Environment
- Data Scientists/Data Science Specialists generally work in offices. They often visit their colleagues in other branches to collect and analyse the relevant data.
Tools
- Desktop computers
