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The Burtch
Works Study
Salaries of Data Scientists
2017
4th Annual Data Science
Salary Study
Compensation & demographic data
Base salaries, plus bonuses
Job category
Industry & region
Residency status
Education & gender
In this deck
Defining and identifying data scientists
Demographic profile
Salary changes and trends
Other noteworthy findings
Searching for data scientists
Defining & Identifying
Data Scientists
Data Science vs. Predictive Analytics
Predictive Analytics Professionals
Analyze data to glean insights
and prescribe action
Quantitative skills
Structured data
Data Scientists
Analyze data to glean insights
and prescribe action
Quantitative skills
Unstructured, streaming data
Computer science/coding
© 2017 Burtch Works LLC
Many Data Scientists
have formal training
Master’s or Ph.D. in
Mathematics or Statistics
Computer Science
Engineering
Operations Research
Economics
Data Science
Experience in non-traditional programs
Bootcamps
MOOCs
Data Scientists
use a variety
of tools
R
SQL
Python
Java
Hive
Pig
Hadoop
Spark
TensorFlow
AWS
D3.js
Data Scientists don’t include
Software Developers
Predictive Modelers
Traditional MBA’s
Business Intelligence
Information Technology
Profiles matched to job categories
Individual Contributors
Level 1: 1-3 years of experience
early career professional
Level 2: 4-8 years
hands on, more advanced
Level 3: 9+ years
analytics subject matter expert
Managers
Level 1: 1-3 direct reports
tactical manager
Level 2: 4-9 direct reports
leads a function
Level 3: 10+ direct reports
executive leader, sets strategy
© 2017 Burtch Works LLC
Demographic Profile
Data Scientists are young
0
20
40
60
80
100
120
140
160
180
0-5 6-10 11-15 16-20 21-25 26+
Years of Experience
Data © 2017 Burtch Works LLC
Data Scientists are highly
educated
Ph.D.
41%
Bachelor's
10%
Master's
49%
Data © 2017 Burtch Works LLC
0%
10%
20%
30%
40%
50%
60%
70%
Bachelor's Master's Ph.D.
DataScientists
PredictiveAnalyticsPros
Among Data Scientists, a
higher prevalence of PhD’s
Data © 2017 Burtch Works LLC
0% 5% 10% 15% 20% 25% 30%
Business
Economics
Social Science
Natural Science
Computer Science
Engineering
Math/Statistics
Most study Math/Statistics,
Engineering, or Computer Science
Data © 2017 Burtch Works LLC
Many US Data Scientists
are foreign born
U.S. Citizen
64%
Other
3%
F-1/OPT
5%
H-1B
8%
Perm.
Resident
20%
Data © 2017 Burtch Works LLC
Nearly half of early-career US
Data Scientists foreign born
0% 20% 40% 60% 80% 100%
IC-1
IC-2
IC-3
U.S. Citizen H-1B
F-1/OPT
Perm. Res. Other
Data © 2017 Burtch Works LLC
40%
8% 15%
8%
28%
West
Coast
Mountain Midwest
Northeast
Southeast
Most Data Scientists are on the coasts
Data © 2017 Burtch Works LLC
Tech still employs the largest
number of Data Scientists
0% 10% 20% 30% 40% 50%
Gaming
Academia or Gov't
Retail & CPG
Healthcare/Pharma
Corporate-Other
Consulting
Marketing Services
Financial Services
Technology
Data © 2017 Burtch Works LLC
15% of Data Scientists
are female
Data © 2017 Burtch Works LLC
4% of executive leaders
are female
20% of early-career Data Scientists
are female
Data © 2017 Burtch Works LLC
Compensation
of Data Scientists
Data Scientist salaries are leveling off
Individual Contributors
$0 $50,000 $100,000 $150,000 $200,000 $250,000
IC-1
IC-2
IC-3
2017
2016
+3%
+1%
-2%
$157,000
$126,000
$95,000
Data © 2017 Burtch Works LLC
4-Year Salary Trend:
Individual Contributors
Level 2014 2015 2016 2017
IC-1 $80,000 +14% +7% -2%
IC-2 $120,000 +4% +0% +1%
IC-3 $150,000 +0% +1% +3%
Data © 2017 Burtch Works LLC
Data Scientist salaries are leveling off
Managers
$0 $50,000 $100,000 $150,000 $200,000 $250,000
MG-1
MG-2
MG-3
2017
2016
+4%
+0%
+6%
$190k
$148.8k
$250k
Data © 2017 Burtch Works LLC
Level 2014 2015 2016 2017
MG-1 $140,000 +0% +0% +6%
MG-2 $183,000 +1% +3% +0%
MG-3 $232,500 +7% -4% +4%
Data © 2017 Burtch Works LLC
4-Year Salary Trend:
Managers
Data Scientist salaries continue to
exceed others in analytics
$0
$50,000
$100,000
$150,000
$200,000
$250,000
IC-1 IC-2 IC-3 MG-1 MG-2 MG-3
DataScience
PredictiveAnalytics
+27%
+33%
+24% +14%
+9%
+11%
Data © 2017 Burtch Works LLC
Section/addl
findings
Additional
Findings
Master’s continue to
encroach on PhD’s
PhD, 43%
PhD, 28%
PhD, 25%
0% 20% 40% 60% 80% 100%
2015
2016
2017 Master’s, 64%
Master’s, 59%
Master’s, 48%
Data © 2017 Burtch Works LLC
Data Scientists with a
PhD outearn Master’s
$0
$20,000
$40,000
$60,000
$80,000
$100,000
$120,000
$140,000
$160,000
$180,000
IC-1 IC-2 IC-3
Master’s
PhD
+11%
+7%
+6%
Data © 2017 Burtch Works LLC
$168K
West
Coast
Middle U.S.
Northeast
Coastal Data Scientists earn higher salaries
Level 3 Individual Contributors
$155K
$160K
Data © 2017 Burtch Works LLC
Tech & Gaming pay
higher salaries
$0
$20,000
$40,000
$60,000
$80,000
$100,000
$120,000
$140,000
$160,000
$180,000
$200,000
Other
Industries
Tech/
Gaming
Level 2 Managers
Data © 2017 Burtch Works LLC
Recap/Demographics
of Data Scientists
41% hold PhD’s, 49% hold a Master’s
68% work/live on the coasts
41% employed by tech companies
36% foreign-born
15% female
Data © 2017 Burtch Works LLC
Recap/Compensation
of Data Scientists
Base salaries shifted only by single digits
Data scientists outearn others in analytics
Highest salaries paid on the coasts
Tech/gaming data scientists earn more
PhD’s earn higher salaries
Data © 2017 Burtch Works LLC
Additional data is available
in our full report
burtchworks.com/study
35+ pages
Demographics
Compensation
Year-Over-Year Trends
Qualitative Insights
Quartiles/Means
Searching for
Data Scientists
Data
Evangelist
If you’re hiring a leader, look
for someone with the ability
to influence leadership
Transfer/sponsor
visas for access
to the biggest
talent pool
Talent availability is still limited, so
you may need to trim your wish list
Does your organizational
structure value data science?
Data Scientists have many options,
so sell your opportunity
Provide access to the latest
tools & technology
About
Burtch Works
Leading resource for
analytics, data science, and
marketing research talent
Download our salary reports
burtchworks.com/study
30+ pages of data for:
Predictive Analytics
Data Science
Marketing Research
Contingency &
Retained Services
Entry Data Science up to
Chief Data Scientist
info@burtchworks.com
Hiring Data Scientists?
Download the full report:
www.burtchworks.com/study
Visit burtchworks.com/blog for more insights
• Career advice
• Hiring market insights
• Additional salary research
• Burtch Works news and updates
Follow Burtch Works on social media to stay
updated on our latest research.
Explore new roles or
post a job and find niche talent on
jobs.burtchworks.com
• Predictive analytics
• Data science
• Marketing research
• Consumer insights
• Credit/risk analytics
• Fraud analytics
• Web analytics
• Digital marketing/analytics
…and many more!
Learn more…
Download @ www.burtchworks.com/study
Email us @ info@burtchworks.com

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The Burtch Works Study 2017: Salaries of Data Scientists

  • 1. The Burtch Works Study Salaries of Data Scientists 2017
  • 2. 4th Annual Data Science Salary Study Compensation & demographic data Base salaries, plus bonuses Job category Industry & region Residency status Education & gender
  • 3. In this deck Defining and identifying data scientists Demographic profile Salary changes and trends Other noteworthy findings Searching for data scientists
  • 5. Data Science vs. Predictive Analytics Predictive Analytics Professionals Analyze data to glean insights and prescribe action Quantitative skills Structured data Data Scientists Analyze data to glean insights and prescribe action Quantitative skills Unstructured, streaming data Computer science/coding © 2017 Burtch Works LLC
  • 6. Many Data Scientists have formal training Master’s or Ph.D. in Mathematics or Statistics Computer Science Engineering Operations Research Economics Data Science Experience in non-traditional programs Bootcamps MOOCs
  • 7. Data Scientists use a variety of tools R SQL Python Java Hive Pig Hadoop Spark TensorFlow AWS D3.js
  • 8. Data Scientists don’t include Software Developers Predictive Modelers Traditional MBA’s Business Intelligence Information Technology
  • 9. Profiles matched to job categories Individual Contributors Level 1: 1-3 years of experience early career professional Level 2: 4-8 years hands on, more advanced Level 3: 9+ years analytics subject matter expert Managers Level 1: 1-3 direct reports tactical manager Level 2: 4-9 direct reports leads a function Level 3: 10+ direct reports executive leader, sets strategy © 2017 Burtch Works LLC
  • 11. Data Scientists are young 0 20 40 60 80 100 120 140 160 180 0-5 6-10 11-15 16-20 21-25 26+ Years of Experience Data © 2017 Burtch Works LLC
  • 12. Data Scientists are highly educated Ph.D. 41% Bachelor's 10% Master's 49% Data © 2017 Burtch Works LLC
  • 13. 0% 10% 20% 30% 40% 50% 60% 70% Bachelor's Master's Ph.D. DataScientists PredictiveAnalyticsPros Among Data Scientists, a higher prevalence of PhD’s Data © 2017 Burtch Works LLC
  • 14. 0% 5% 10% 15% 20% 25% 30% Business Economics Social Science Natural Science Computer Science Engineering Math/Statistics Most study Math/Statistics, Engineering, or Computer Science Data © 2017 Burtch Works LLC
  • 15. Many US Data Scientists are foreign born U.S. Citizen 64% Other 3% F-1/OPT 5% H-1B 8% Perm. Resident 20% Data © 2017 Burtch Works LLC
  • 16. Nearly half of early-career US Data Scientists foreign born 0% 20% 40% 60% 80% 100% IC-1 IC-2 IC-3 U.S. Citizen H-1B F-1/OPT Perm. Res. Other Data © 2017 Burtch Works LLC
  • 17. 40% 8% 15% 8% 28% West Coast Mountain Midwest Northeast Southeast Most Data Scientists are on the coasts Data © 2017 Burtch Works LLC
  • 18. Tech still employs the largest number of Data Scientists 0% 10% 20% 30% 40% 50% Gaming Academia or Gov't Retail & CPG Healthcare/Pharma Corporate-Other Consulting Marketing Services Financial Services Technology Data © 2017 Burtch Works LLC
  • 19. 15% of Data Scientists are female Data © 2017 Burtch Works LLC
  • 20. 4% of executive leaders are female 20% of early-career Data Scientists are female Data © 2017 Burtch Works LLC
  • 22. Data Scientist salaries are leveling off Individual Contributors $0 $50,000 $100,000 $150,000 $200,000 $250,000 IC-1 IC-2 IC-3 2017 2016 +3% +1% -2% $157,000 $126,000 $95,000 Data © 2017 Burtch Works LLC
  • 23. 4-Year Salary Trend: Individual Contributors Level 2014 2015 2016 2017 IC-1 $80,000 +14% +7% -2% IC-2 $120,000 +4% +0% +1% IC-3 $150,000 +0% +1% +3% Data © 2017 Burtch Works LLC
  • 24. Data Scientist salaries are leveling off Managers $0 $50,000 $100,000 $150,000 $200,000 $250,000 MG-1 MG-2 MG-3 2017 2016 +4% +0% +6% $190k $148.8k $250k Data © 2017 Burtch Works LLC
  • 25. Level 2014 2015 2016 2017 MG-1 $140,000 +0% +0% +6% MG-2 $183,000 +1% +3% +0% MG-3 $232,500 +7% -4% +4% Data © 2017 Burtch Works LLC 4-Year Salary Trend: Managers
  • 26. Data Scientist salaries continue to exceed others in analytics $0 $50,000 $100,000 $150,000 $200,000 $250,000 IC-1 IC-2 IC-3 MG-1 MG-2 MG-3 DataScience PredictiveAnalytics +27% +33% +24% +14% +9% +11% Data © 2017 Burtch Works LLC
  • 28. Master’s continue to encroach on PhD’s PhD, 43% PhD, 28% PhD, 25% 0% 20% 40% 60% 80% 100% 2015 2016 2017 Master’s, 64% Master’s, 59% Master’s, 48% Data © 2017 Burtch Works LLC
  • 29. Data Scientists with a PhD outearn Master’s $0 $20,000 $40,000 $60,000 $80,000 $100,000 $120,000 $140,000 $160,000 $180,000 IC-1 IC-2 IC-3 Master’s PhD +11% +7% +6% Data © 2017 Burtch Works LLC
  • 30. $168K West Coast Middle U.S. Northeast Coastal Data Scientists earn higher salaries Level 3 Individual Contributors $155K $160K Data © 2017 Burtch Works LLC
  • 31. Tech & Gaming pay higher salaries $0 $20,000 $40,000 $60,000 $80,000 $100,000 $120,000 $140,000 $160,000 $180,000 $200,000 Other Industries Tech/ Gaming Level 2 Managers Data © 2017 Burtch Works LLC
  • 32. Recap/Demographics of Data Scientists 41% hold PhD’s, 49% hold a Master’s 68% work/live on the coasts 41% employed by tech companies 36% foreign-born 15% female Data © 2017 Burtch Works LLC
  • 33. Recap/Compensation of Data Scientists Base salaries shifted only by single digits Data scientists outearn others in analytics Highest salaries paid on the coasts Tech/gaming data scientists earn more PhD’s earn higher salaries Data © 2017 Burtch Works LLC
  • 34. Additional data is available in our full report burtchworks.com/study 35+ pages Demographics Compensation Year-Over-Year Trends Qualitative Insights Quartiles/Means
  • 36. Data Evangelist If you’re hiring a leader, look for someone with the ability to influence leadership
  • 37. Transfer/sponsor visas for access to the biggest talent pool
  • 38. Talent availability is still limited, so you may need to trim your wish list
  • 39. Does your organizational structure value data science?
  • 40. Data Scientists have many options, so sell your opportunity
  • 41. Provide access to the latest tools & technology
  • 42. About Burtch Works Leading resource for analytics, data science, and marketing research talent Download our salary reports burtchworks.com/study 30+ pages of data for: Predictive Analytics Data Science Marketing Research
  • 43. Contingency & Retained Services Entry Data Science up to Chief Data Scientist info@burtchworks.com Hiring Data Scientists?
  • 44. Download the full report: www.burtchworks.com/study
  • 45. Visit burtchworks.com/blog for more insights • Career advice • Hiring market insights • Additional salary research • Burtch Works news and updates
  • 46. Follow Burtch Works on social media to stay updated on our latest research.
  • 47. Explore new roles or post a job and find niche talent on jobs.burtchworks.com • Predictive analytics • Data science • Marketing research • Consumer insights • Credit/risk analytics • Fraud analytics • Web analytics • Digital marketing/analytics …and many more!
  • 48. Learn more… Download @ www.burtchworks.com/study Email us @ info@burtchworks.com