Job Report and Guide for: Datascience
Data science is a rapidly growing field with a wide range of career prospects. According to the Australian Government's Job Outlook, the employment of data professionals is expected to grow strongly over the next five years, driven by advancements in technology and the increasing use of data in decision-making.
The top 10 skills required for a job in data science include:
Programming skills (Python, R, SQL, etc.)
Statistical analysis and modeling
Data visualization
Machine learning
Data mining and wrangling
Database management
Business acumen
Communication and presentation skills
Cloud computing (AWS, Azure, GCP)
Project management
The top 10 technology tools or software products desired to have experience in for data science jobs include:
Python
R
SQL
Tableau
Excel
Power BI
SAS
Spark
Hadoop
TensorFlow
Certifications that are desired in data science field are:
Data Science with Python
Data Science with R
Machine Learning
Big Data Hadoop and Spark
Data Engineering
SQL
Tableau
SAS
AWS Certified Data Analytics
Google Cloud Data Engineer
20 common job titles for data science professionals include:
Data Scientist
Data Analyst
Business Intelligence Analyst
Big Data Engineer
Data Engineer
Machine Learning Engineer
Data Architect
Data Governance Analyst
Data Management Analyst
Data Visualization Analyst
Predictive Modeler
Data Strategist
Data Mining Engineer
Data Quality Analyst
Data Warehouse Developer
Statistical Modeler
Data Modeler
Data Product Manager
Data Science Manager
Data Science Consultant
Potential related fields to data science include:
Artificial Intelligence
Machine Learning
Business Intelligence
Computer Science
Statistical Analysis
Data Engineering
Data Management
Data Governance
Data Visualization
Predictive Modeling
The average expected salary for data science professionals in Australia is around $90,000 to $150,000 per year depending on the level of experience and the specific role.
Top 10 companies who hire data science professionals in Australia include:
BHP
Commonwealth Bank of Australia
Telstra
Rio Tinto
Westpac
ANZ Banking Group
National Australia Bank
Woodside Petroleum
Origin Energy
Santos
Top 10 startups that hire data science professionals in Australia include:
Canva
Prospa
SafetyCulture
Airwallex
Culture Amp
goCatch
Open Agent
DataRobot
Tyro
Square Peg Capital
It is worth noting that this list is not exhaustive and there are many other startups in various sectors that also hire data science professionals in Australia. It is also important to note that some startups may have different requirements and skillset compared to more established companies.
