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:

1. Programming skills (Python, R, SQL, etc.)

2. Statistical analysis and modeling

3. Data visualization

4. Machine learning

5. Data mining and wrangling

6. Database management

7. Business acumen

8. Communication and presentation skills

9. Cloud computing (AWS, Azure, GCP)

10. Project management

The top 10 technology tools or software products desired to have experience in for data science jobs include:

1. Python

2. R

3. SQL

4. Tableau

5. Excel

6. Power BI

7. SAS

8. Spark

9. Hadoop

10. TensorFlow

Certifications that are desired in data science field are:

1. Data Science with Python

2. Data Science with R

3. Machine Learning

4. Big Data Hadoop and Spark

5. Data Engineering

6. SQL

7. Tableau

8. SAS

9. AWS Certified Data Analytics

10. Google Cloud Data Engineer

20 common job titles for data science professionals include:

1. Data Scientist

2. Data Analyst

3. Business Intelligence Analyst

4. Big Data Engineer

5. Data Engineer

6. Machine Learning Engineer

7. Data Architect

8. Data Governance Analyst

9. Data Management Analyst

10. Data Visualization Analyst

11. Predictive Modeler

12. Data Strategist

13. Data Mining Engineer

14. Data Quality Analyst

15. Data Warehouse Developer

16. Statistical Modeler

17. Data Modeler

18. Data Product Manager

19. Data Science Manager

20. 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:

1. BHP

2. Commonwealth Bank of Australia

3. Telstra

4. Rio Tinto

5. Westpac

6. ANZ Banking Group

7. National Australia Bank

8. Woodside Petroleum

9. Origin Energy

10. Santos

Top 10 startups that hire data science professionals in Australia include:

1. Canva

2. Prospa

3. SafetyCulture

4. Airwallex

5. Culture Amp

6. goCatch

7. Open Agent

8. DataRobot

9. Tyro

10. 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.