Facts Behind Your Job Titles, Salaries, and Regions


The job market today is tougher than ever. With intense competition, companies raising their hiring standards, and AI automating more tasks, landing a job feels like an uphill battle. Many qualified candidates send out hundreds of applications only to receive a handful of responses—if any at all. Employers are demanding more experience for entry-level roles, offering lower salaries, and stretching hiring timelines. In this climate, job seekers aren't just competing for opportunities; they're fighting to stand out in an overcrowded field where even the most skilled professionals struggle to secure a position.
Let's dive into this blog and break down the realities of today's job market.
The dataset used for analysis is AI-Powered Job Recommendations from Kaggle and the AI tool used for analysis is Powerdrill.
The dataset consists of 50,000 job postings spanning 7 industries, 7 locations, 3 experience levels, and salary brackets.
Highest Average Salary: Bangalore has the highest average salary among the regions analyzed, with an average salary of 95,640.10.
Other Regions: Following Bangalore, Toronto and San Francisco have average salaries of 95,235.58 and 95,204.78, respectively.
Lowest Average Salary: Berlin has the lowest average salary at 94,895.29.
Key Insight: Bangalore stands out as the region with the highest average salary across various job titles, indicating a potentially lucrative job market in this location.
Salary Distribution: The average salaries across the regions are relatively close, with a standard deviation of 263.30, suggesting a consistent salary range across these global cities.
Education: The most common skill required is Teaching, with a frequency of 4518 occurrences.
Finance: The most common skill required is Excel, with a frequency of 3573 occurrences.
Healthcare: The most common skill required is Patient Care, with a frequency of 4481 occurrences.
Manufacturing: The most common skill required is Production Planning, with a frequency of 5442occurrences.
Marketing: The most common skill required is SEO, with a frequency of 3671 occurrences.
Retail: The most common skill required is Merchandising, with a frequency of 5405 occurrences.
Software: The most common skill required is Python, with a frequency of 2657 occurrences.
Diverse Skill Sets: Each industry has a distinct skill that is most commonly required, reflecting the specialized nature of skills across different sectors.
High Demand in Manufacturing and Retail: The skills of Production Planning and Merchandising have the highest frequencies, indicating a strong demand in the Manufacturing and Retail industries.

Bangalore: Highest average salary at 97,079.41.
Berlin: Lowest average salary at 93,509.28.
Other Locations: Salaries range between 93,930.94 (Toronto) and 96,729.03 (New York).
Stable Salary Trends: The average salaries in the software industry are consistent across various global locations.
Location Impact: While there are slight variations, the overall trend shows stability, with Bangalore offering the highest average salary.

Highest Average Salary: The Software industry has the highest average salary at $95,606.27.
Other High Salaries: Healthcare and Marketing also have high average salaries, with $95,455.38 and $95,203.55 respectively.
Lowest Average Salary: Manufacturing has the lowest average salary at $94,409.40.
Software Industry Leads: The Software industry offers the highest average salary among the industries analyzed.
Close Competitors: Healthcare and Marketing industries also provide competitive average salaries, making them attractive options for job seekers.
Education: San Francisco offers the highest average salary in the Education industry, with an average of $95,957.24.
Finance: Berlin leads in the Finance industry, providing an average salary of $96,053.50.
Healthcare: Bangalore is the top region for Healthcare, with an average salary of $96,185.38.
Manufacturing: Sydney offers the highest average salary in Manufacturing, at $95,926.00.
Marketing: Toronto is the leading region for Marketing, with an average salary of $96,775.47.
Retail: Bangalore provides the highest average salary in Retail, at $96,896.62.
Software: Bangalore also leads in the Software industry, offering an average salary of $97,079.41.
Bangalore: This region stands out by offering the highest average salaries in three industries: Healthcare, Retail, and Software.
Diverse Leadership: Different regions lead in different industries, indicating a diverse economic landscape where specific regions specialize in certain sectors.

Consistent Salaries Across Levels: The bar chart shows minimal variation in average salaries across different experience levels within each industry.
Industry Comparison: Healthcare and Software tend to offer higher average salaries across all experience levels compared to other industries.
Minimal Influence of Experience: Experience level does not significantly influence average salary within each industry, as the differences are relatively small.
Industry-Specific Trends: Certain industries like Healthcare and Software consistently offer higher salaries, suggesting industry-specific factors may play a larger role than experience level.
Industry Categories: The dataset includes industries such as Education, Finance, Healthcare, Manufacturing, Marketing, Retail, and Software.
Experience Levels: The experience levels considered are Entry Level, Mid Level, and Senior Level.
Average Salary Calculation: The average salary for each experience level within each industry was calculated.
Education:
Entry Level: $96,232.90
Mid Level: $94,210.86
Senior Level: $95,133.14
Finance:
Entry Level: $95,125.69
Mid Level: $95,576.29
Senior Level: $94,130.25
Healthcare:
Entry Level: $94,943.09
Mid Level: $96,093.55
Senior Level: $95,328.53
Manufacturing:
Entry Level: $94,283.31
Mid Level: $94,340.98
Senior Level: $94,611.40
Marketing:
Entry Level: $95,825.03
Mid Level: $94,739.98
Senior Level: $95,071.34
Retail:
Entry Level: $95,754.90
Mid Level: $94,842.86
Senior Level: $95,022.89
Software:
Entry Level: $96,082.79
Mid Level: $95,332.09
Senior Level: $95,401.55
Salary Variation: The average salary varies across different industries and experience levels, with Education Entry Level having the highest average salary and Finance Senior Level the lowest.
Experience Impact: Generally, the salary does not consistently increase with experience level across all industries, indicating other factors may influence salary beyond experience level alone.
Industry Identified: The industry identified with the highest average salary for entry-level job titles is Education.
Average Salary: The average salary for entry-level positions in the Education industry is $96,232.90.
Key Insight: The Education industry offers the highest average salary for entry-level job titles among the industries analyzed in the dataset.
Implication: This information can be valuable for individuals seeking entry-level positions and considering salary as a significant factor in their job search.
Want to know more about the relationships between the job titles, salaries, regions, and industries? Ask Powerdrill and get the answers you need today!