The top careers hiring for AI skills in Ohio, according to job postings
Stacker
Dean Drobot // Shutterstock
- Percentage of job postings mentioning AI: 0.10%
- Total job postings mentioning AI: 490
- Top states where cashier jobs mentioning AI originate:
--- Washington, D.C.: 0.81%
--- North Dakota: 0.54%
--- Rhode Island: 0.49%
- Total job postings mentioning AI: 490
- Top states where cashier jobs mentioning AI originate:
--- Washington, D.C.: 0.81%
--- North Dakota: 0.54%
--- Rhode Island: 0.49%
#50. Cashier
Andrey_Popov // Shutterstock
- Percentage of job postings mentioning AI: 0.13%
- Total job postings mentioning AI: 204
- Top states where billing specialist jobs mentioning AI originate:
--- Vermont: 0.93%
--- Washington, D.C.: 0.36%
--- Virginia: 0.31%
- Total job postings mentioning AI: 204
- Top states where billing specialist jobs mentioning AI originate:
--- Vermont: 0.93%
--- Washington, D.C.: 0.36%
--- Virginia: 0.31%
#49. Billing Specialist
New Africa // Shutterstock
- Percentage of job postings mentioning AI: 0.13%
- Total job postings mentioning AI: 120
- Top states where receptionist jobs mentioning AI originate:
--- Virginia: 1.03%
--- Washington, D.C.: 0.91%
--- Nebraska: 0.59%
- Total job postings mentioning AI: 120
- Top states where receptionist jobs mentioning AI originate:
--- Virginia: 1.03%
--- Washington, D.C.: 0.91%
--- Nebraska: 0.59%
#48. Receptionist
Gorodenkoff // Shutterstock
- Percentage of job postings mentioning AI: 0.14%
- Total job postings mentioning AI: 328
- Top states where retail sales jobs mentioning AI originate:
--- Washington, D.C.: 2.78%
--- Minnesota: 0.39%
--- Washington: 0.35%
- Total job postings mentioning AI: 328
- Top states where retail sales jobs mentioning AI originate:
--- Washington, D.C.: 2.78%
--- Minnesota: 0.39%
--- Washington: 0.35%
#47. Retail Sales
Monkey Business Images // Shutterstock
- Percentage of job postings mentioning AI: 0.15%
- Total job postings mentioning AI: 331
- Top states where coordinator jobs mentioning AI originate:
--- Maine: 1.79%
--- West Virginia: 1.52%
--- North Dakota: 0.95%
- Total job postings mentioning AI: 331
- Top states where coordinator jobs mentioning AI originate:
--- Maine: 1.79%
--- West Virginia: 1.52%
--- North Dakota: 0.95%
#46. Coordinator
ESB Basic // Shutterstock
- Percentage of job postings mentioning AI: 0.17%
- Total job postings mentioning AI: 342
- Top states where customer service jobs mentioning AI originate:
--- Washington, D.C.: 1.68%
--- Rhode Island: 0.66%
--- Tennessee: 0.60%
- Total job postings mentioning AI: 342
- Top states where customer service jobs mentioning AI originate:
--- Washington, D.C.: 1.68%
--- Rhode Island: 0.66%
--- Tennessee: 0.60%
#45. Customer Service
ALPA PROD // Shutterstock
- Percentage of job postings mentioning AI: 0.17%
- Total job postings mentioning AI: 1468
- Top states where medical rep jobs mentioning AI originate:
--- Texas: 0.61%
--- North Carolina: 0.56%
--- Utah: 0.54%
- Total job postings mentioning AI: 1468
- Top states where medical rep jobs mentioning AI originate:
--- Texas: 0.61%
--- North Carolina: 0.56%
--- Utah: 0.54%
#44. Medical Rep
goodluz // Shutterstock
- Percentage of job postings mentioning AI: 0.18%
- Total job postings mentioning AI: 1042
- Top states where distribution specialist jobs mentioning AI originate:
--- Virginia: 1.36%
--- Washington, D.C.: 0.91%
--- Oregon: 0.33%
- Total job postings mentioning AI: 1042
- Top states where distribution specialist jobs mentioning AI originate:
--- Virginia: 1.36%
--- Washington, D.C.: 0.91%
--- Oregon: 0.33%
#43. Distribution Specialist
zhu difeng // Shutterstock
- Percentage of job postings mentioning AI: 0.18%
- Total job postings mentioning AI: 255
- Top states where merchandiser jobs mentioning AI originate:
--- Washington, D.C.: 1.52%
--- Arizona: 0.77%
--- Georgia: 0.67%
- Total job postings mentioning AI: 255
- Top states where merchandiser jobs mentioning AI originate:
--- Washington, D.C.: 1.52%
--- Arizona: 0.77%
--- Georgia: 0.67%
#42. Merchandiser
Canva
- Percentage of job postings mentioning AI: 0.19%
- Total job postings mentioning AI: 8
- Top states where geologist jobs mentioning AI originate:
--- Washington, D.C.: 18.91%
--- Alaska: 8.64%
--- North Dakota: 8.26%
- Total job postings mentioning AI: 8
- Top states where geologist jobs mentioning AI originate:
--- Washington, D.C.: 18.91%
--- Alaska: 8.64%
--- North Dakota: 8.26%
#41. Geologist
Canva
- Percentage of job postings mentioning AI: 0.24%
- Total job postings mentioning AI: 32
- Top states where operations manager jobs mentioning AI originate:
--- North Carolina: 2.48%
--- Washington, D.C.: 2.17%
--- Vermont: 1.77%
- Total job postings mentioning AI: 32
- Top states where operations manager jobs mentioning AI originate:
--- North Carolina: 2.48%
--- Washington, D.C.: 2.17%
--- Vermont: 1.77%
#40. Operations Manager
Gorodenkoff // Shutterstock
- Percentage of job postings mentioning AI: 0.26%
- Total job postings mentioning AI: 288
- Top states where technical architect jobs mentioning AI originate:
--- Connecticut: 0.98%
--- Virginia: 0.76%
--- Vermont: 0.75%
- Total job postings mentioning AI: 288
- Top states where technical architect jobs mentioning AI originate:
--- Connecticut: 0.98%
--- Virginia: 0.76%
--- Vermont: 0.75%
#39. Technical Architect
Canva
- Percentage of job postings mentioning AI: 0.28%
- Total job postings mentioning AI: 156
- Top states where operations administrator jobs mentioning AI originate:
--- Connecticut: 1.42%
--- Utah: 1.16%
--- Virginia: 1.15%
- Total job postings mentioning AI: 156
- Top states where operations administrator jobs mentioning AI originate:
--- Connecticut: 1.42%
--- Utah: 1.16%
--- Virginia: 1.15%
#38. Operations Administrator
Canva
- Percentage of job postings mentioning AI: 0.29%
- Total job postings mentioning AI: 278
- Top states where financial advisor jobs mentioning AI originate:
--- Delaware: 0.86%
--- Washington, D.C.: 0.74%
--- New York: 0.64%
- Total job postings mentioning AI: 278
- Top states where financial advisor jobs mentioning AI originate:
--- Delaware: 0.86%
--- Washington, D.C.: 0.74%
--- New York: 0.64%
#37. Financial Advisor
Canva
- Percentage of job postings mentioning AI: 0.34%
- Total job postings mentioning AI: 352
- Top states where sales representative jobs mentioning AI originate:
--- Washington, D.C.: 2.34%
--- Texas: 2.22%
--- North Carolina: 2.07%
- Total job postings mentioning AI: 352
- Top states where sales representative jobs mentioning AI originate:
--- Washington, D.C.: 2.34%
--- Texas: 2.22%
--- North Carolina: 2.07%
#36. Sales Representative
Roman Samborskyi // Shutterstock
- Percentage of job postings mentioning AI: 0.37%
- Total job postings mentioning AI: 476
- Top states where quality assurance jobs mentioning AI originate:
--- Washington: 3.83%
--- Washington, D.C.: 3.35%
--- New Mexico: 3.12%
- Total job postings mentioning AI: 476
- Top states where quality assurance jobs mentioning AI originate:
--- Washington: 3.83%
--- Washington, D.C.: 3.35%
--- New Mexico: 3.12%
#35. Quality Assurance
LightField Studios // Shutterstock
- Percentage of job postings mentioning AI: 0.43%
- Total job postings mentioning AI: 2189
- Top states where crew member jobs mentioning AI originate:
--- Washington, D.C.: 1.54%
--- Connecticut: 1.45%
--- Rhode Island: 1.43%
- Total job postings mentioning AI: 2189
- Top states where crew member jobs mentioning AI originate:
--- Washington, D.C.: 1.54%
--- Connecticut: 1.45%
--- Rhode Island: 1.43%
#34. Crew Member
Monkey Business Images // Shutterstock
- Percentage of job postings mentioning AI: 0.56%
- Total job postings mentioning AI: 248
- Top states where claims specialist jobs mentioning AI originate:
--- New Jersey: 3.79%
--- Washington, D.C.: 2.43%
--- Pennsylvania: 1.25%
- Total job postings mentioning AI: 248
- Top states where claims specialist jobs mentioning AI originate:
--- New Jersey: 3.79%
--- Washington, D.C.: 2.43%
--- Pennsylvania: 1.25%
#33. Claims Specialist
SritanaN // Shutterstock
- Percentage of job postings mentioning AI: 0.66%
- Total job postings mentioning AI: 511
- Top states where technician jobs mentioning AI originate:
--- Washington, D.C.: 3.50%
--- Idaho: 2.91%
--- Utah: 2.10%
- Total job postings mentioning AI: 511
- Top states where technician jobs mentioning AI originate:
--- Washington, D.C.: 3.50%
--- Idaho: 2.91%
--- Utah: 2.10%
#32. Technician
rawpixel.com // Shutterstock
- Percentage of job postings mentioning AI: 0.70%
- Total job postings mentioning AI: 111
- Top states where development manager jobs mentioning AI originate:
--- Virginia: 1.37%
--- Massachusetts: 1.36%
--- Rhode Island: 1.17%
- Total job postings mentioning AI: 111
- Top states where development manager jobs mentioning AI originate:
--- Virginia: 1.37%
--- Massachusetts: 1.36%
--- Rhode Island: 1.17%
#31. Development Manager
Canva
- Percentage of job postings mentioning AI: 0.72%
- Total job postings mentioning AI: 58
- Top states where client services jobs mentioning AI originate:
--- Connecticut: 2.38%
--- New Jersey: 2.34%
--- New York: 2.16%
- Total job postings mentioning AI: 58
- Top states where client services jobs mentioning AI originate:
--- Connecticut: 2.38%
--- New Jersey: 2.34%
--- New York: 2.16%
#30. Client Services
G-Stock Studio // Shutterstock
- Percentage of job postings mentioning AI: 0.73%
- Total job postings mentioning AI: 1107
- Top states where production operator jobs mentioning AI originate:
--- Idaho: 17.86%
--- West Virginia: 5.98%
--- Wyoming: 5.59%
- Total job postings mentioning AI: 1107
- Top states where production operator jobs mentioning AI originate:
--- Idaho: 17.86%
--- West Virginia: 5.98%
--- Wyoming: 5.59%
#29. Production Operator
Rawpixel.com //Shutterstock
- Percentage of job postings mentioning AI: 0.74%
- Total job postings mentioning AI: 613
- Top states where human resources specialist jobs mentioning AI originate:
--- Oregon: 1.96%
--- Washington, D.C.: 1.73%
--- Virginia: 1.68%
- Total job postings mentioning AI: 613
- Top states where human resources specialist jobs mentioning AI originate:
--- Oregon: 1.96%
--- Washington, D.C.: 1.73%
--- Virginia: 1.68%
#28. Human Resources Specialist
DuxX // Shutterstock
- Percentage of job postings mentioning AI: 0.75%
- Total job postings mentioning AI: 5422
- Top states where machine operator jobs mentioning AI originate:
--- Georgia: 1.48%
--- North Dakota: 1.36%
--- Massachusetts: 1.36%
- Total job postings mentioning AI: 5422
- Top states where machine operator jobs mentioning AI originate:
--- Georgia: 1.48%
--- North Dakota: 1.36%
--- Massachusetts: 1.36%
#27. Machine Operator
Canva
- Percentage of job postings mentioning AI: 0.84%
- Total job postings mentioning AI: 158
- Top states where sustainability specialist jobs mentioning AI originate:
--- Vermont: 2.97%
--- Mississippi: 2.42%
--- Washington, D.C.: 1.79%
- Total job postings mentioning AI: 158
- Top states where sustainability specialist jobs mentioning AI originate:
--- Vermont: 2.97%
--- Mississippi: 2.42%
--- Washington, D.C.: 1.79%
#26. Sustainability Specialist
Pressmaster // Shutterstock
- Percentage of job postings mentioning AI: 0.87%
- Total job postings mentioning AI: 247
- Top states where communications specialist jobs mentioning AI originate:
--- Delaware: 2.59%
--- Rhode Island: 2.48%
--- Washington, D.C.: 2.13%
- Total job postings mentioning AI: 247
- Top states where communications specialist jobs mentioning AI originate:
--- Delaware: 2.59%
--- Rhode Island: 2.48%
--- Washington, D.C.: 2.13%
#25. Communications Specialist
Canva
- Percentage of job postings mentioning AI: 1.08%
- Total job postings mentioning AI: 3869
- Top states where mechanical engineer jobs mentioning AI originate:
--- Montana: 10.19%
--- Idaho: 9.29%
--- West Virginia: 7.64%
- Total job postings mentioning AI: 3869
- Top states where mechanical engineer jobs mentioning AI originate:
--- Montana: 10.19%
--- Idaho: 9.29%
--- West Virginia: 7.64%
#24. Mechanical Engineer
Canva
- Percentage of job postings mentioning AI: 1.10%
- Total job postings mentioning AI: 381
- Top states where project manager jobs mentioning AI originate:
--- Vermont: 4.63%
--- New York: 4.30%
--- Idaho: 4.16%
- Total job postings mentioning AI: 381
- Top states where project manager jobs mentioning AI originate:
--- Vermont: 4.63%
--- New York: 4.30%
--- Idaho: 4.16%
#23. Project Manager
Frame Stock Footage // Shutterstock
- Percentage of job postings mentioning AI: 1.30%
- Total job postings mentioning AI: 1044
- Top states where it specialist jobs mentioning AI originate:
--- Virginia: 4.16%
--- Washington, D.C.: 3.50%
--- North Carolina: 2.62%
- Total job postings mentioning AI: 1044
- Top states where it specialist jobs mentioning AI originate:
--- Virginia: 4.16%
--- Washington, D.C.: 3.50%
--- North Carolina: 2.62%
#22. IT Specialist
ImageFlow // Shutterstock
- Percentage of job postings mentioning AI: 1.32%
- Total job postings mentioning AI: 1294
- Top states where accountant jobs mentioning AI originate:
--- Kansas: 3.65%
--- Washington: 3.56%
--- West Virginia: 2.90%
- Total job postings mentioning AI: 1294
- Top states where accountant jobs mentioning AI originate:
--- Kansas: 3.65%
--- Washington: 3.56%
--- West Virginia: 2.90%
#21. Accountant
Adam Gregor // Shutterstock
- Percentage of job postings mentioning AI: 1.32%
- Total job postings mentioning AI: 423
- Top states where recruiter jobs mentioning AI originate:
--- California: 3.12%
--- Massachusetts: 2.88%
--- North Carolina: 2.65%
- Total job postings mentioning AI: 423
- Top states where recruiter jobs mentioning AI originate:
--- California: 3.12%
--- Massachusetts: 2.88%
--- North Carolina: 2.65%
#20. Recruiter
guruXOX // Shutterstock
- Percentage of job postings mentioning AI: 1.40%
- Total job postings mentioning AI: 500
- Top states where producer jobs mentioning AI originate:
--- West Virginia: 6.55%
--- Maine: 5.73%
--- Idaho: 4.97%
- Total job postings mentioning AI: 500
- Top states where producer jobs mentioning AI originate:
--- West Virginia: 6.55%
--- Maine: 5.73%
--- Idaho: 4.97%
#19. Producer
anyaivanova // Shutterstock
- Percentage of job postings mentioning AI: 1.59%
- Total job postings mentioning AI: 1617
- Top states where clinical research associate jobs mentioning AI originate:
--- Wyoming: 6.18%
--- Rhode Island: 3.84%
--- Delaware: 3.83%
- Total job postings mentioning AI: 1617
- Top states where clinical research associate jobs mentioning AI originate:
--- Wyoming: 6.18%
--- Rhode Island: 3.84%
--- Delaware: 3.83%
#18. Clinical Research Associate
Pakorn Khantiyaporn // Shutterstock
- Percentage of job postings mentioning AI: 1.68%
- Total job postings mentioning AI: 1213
- Top states where delivery manager jobs mentioning AI originate:
--- Massachusetts: 4.67%
--- Rhode Island: 4.40%
--- Washington, D.C.: 4.25%
- Total job postings mentioning AI: 1213
- Top states where delivery manager jobs mentioning AI originate:
--- Massachusetts: 4.67%
--- Rhode Island: 4.40%
--- Washington, D.C.: 4.25%
#17. Delivery Manager
Canva
- Percentage of job postings mentioning AI: 1.90%
- Total job postings mentioning AI: 778
- Top states where legal jobs mentioning AI originate:
--- Idaho: 4.09%
--- West Virginia: 3.63%
--- Rhode Island: 3.29%
- Total job postings mentioning AI: 778
- Top states where legal jobs mentioning AI originate:
--- Idaho: 4.09%
--- West Virginia: 3.63%
--- Rhode Island: 3.29%
#16. Legal
Fusionstudio // Shutterstock
- Percentage of job postings mentioning AI: 1.91%
- Total job postings mentioning AI: 844
- Top states where logistics jobs mentioning AI originate:
--- Idaho: 13.69%
--- West Virginia: 8.20%
--- Maine: 5.94%
- Total job postings mentioning AI: 844
- Top states where logistics jobs mentioning AI originate:
--- Idaho: 13.69%
--- West Virginia: 8.20%
--- Maine: 5.94%
#15. Logistics
Canva
- Percentage of job postings mentioning AI: 2.05%
- Total job postings mentioning AI: 2063
- Top states where sales associate jobs mentioning AI originate:
--- Washington, D.C.: 7.79%
--- New York: 5.03%
--- Massachusetts: 4.46%
- Total job postings mentioning AI: 2063
- Top states where sales associate jobs mentioning AI originate:
--- Washington, D.C.: 7.79%
--- New York: 5.03%
--- Massachusetts: 4.46%
#14. Sales Associate
Rawpixel.com //Shutterstock
- Percentage of job postings mentioning AI: 2.36%
- Total job postings mentioning AI: 1625
- Top states where designer jobs mentioning AI originate:
--- West Virginia: 12.94%
--- Maine: 11.20%
--- Idaho: 10.15%
- Total job postings mentioning AI: 1625
- Top states where designer jobs mentioning AI originate:
--- West Virginia: 12.94%
--- Maine: 11.20%
--- Idaho: 10.15%
#13. Designer
PIYAWAT WONGOPASS // Shutterstock
- Percentage of job postings mentioning AI: 3.08%
- Total job postings mentioning AI: 1645
- Top states where application engineer jobs mentioning AI originate:
--- Idaho: 40.73%
--- Washington, D.C.: 12.73%
--- Washington: 10.96%
- Total job postings mentioning AI: 1645
- Top states where application engineer jobs mentioning AI originate:
--- Idaho: 40.73%
--- Washington, D.C.: 12.73%
--- Washington: 10.96%
#12. Application Engineer
Canva
- Percentage of job postings mentioning AI: 3.10%
- Total job postings mentioning AI: 1235
- Top states where marketing jobs mentioning AI originate:
--- Washington: 6.22%
--- Washington, D.C.: 5.81%
--- Rhode Island: 5.33%
- Total job postings mentioning AI: 1235
- Top states where marketing jobs mentioning AI originate:
--- Washington: 6.22%
--- Washington, D.C.: 5.81%
--- Rhode Island: 5.33%
#11. Marketing
Frame Stock Footage // Shutterstock
- Percentage of job postings mentioning AI: 3.16%
- Total job postings mentioning AI: 1402
- Top states where it project manager jobs mentioning AI originate:
--- Washington, D.C.: 7.62%
--- Virginia: 5.74%
--- Delaware: 5.12%
- Total job postings mentioning AI: 1402
- Top states where it project manager jobs mentioning AI originate:
--- Washington, D.C.: 7.62%
--- Virginia: 5.74%
--- Delaware: 5.12%
#10. IT Project Manager
Roman Samborskyi // Shutterstock
- Percentage of job postings mentioning AI: 3.57%
- Total job postings mentioning AI: 872
- Top states where qa tester jobs mentioning AI originate:
--- West Virginia: 10.64%
--- Washington, D.C.: 10.22%
--- Louisiana: 9.12%
- Total job postings mentioning AI: 872
- Top states where qa tester jobs mentioning AI originate:
--- West Virginia: 10.64%
--- Washington, D.C.: 10.22%
--- Louisiana: 9.12%
#9. QA Tester
boonchoke // Shutterstock
- Percentage of job postings mentioning AI: 3.94%
- Total job postings mentioning AI: 497
- Top states where business operations jobs mentioning AI originate:
--- Washington, D.C.: 10.34%
--- Rhode Island: 10.14%
--- Oregon: 9.58%
- Total job postings mentioning AI: 497
- Top states where business operations jobs mentioning AI originate:
--- Washington, D.C.: 10.34%
--- Rhode Island: 10.14%
--- Oregon: 9.58%
#8. Business Operations
Undrey // Shutterstock
- Percentage of job postings mentioning AI: 4.98%
- Total job postings mentioning AI: 1834
- Top states where investment specialist jobs mentioning AI originate:
--- Virginia: 13.78%
--- Delaware: 10.88%
--- Iowa: 8.34%
- Total job postings mentioning AI: 1834
- Top states where investment specialist jobs mentioning AI originate:
--- Virginia: 13.78%
--- Delaware: 10.88%
--- Iowa: 8.34%
#7. Investment Specialist
Canva
- Percentage of job postings mentioning AI: 5.37%
- Total job postings mentioning AI: 2533
- Top states where infrastructure engineer jobs mentioning AI originate:
--- Rhode Island: 9.56%
--- Virginia: 9.34%
--- New Mexico: 9.33%
- Total job postings mentioning AI: 2533
- Top states where infrastructure engineer jobs mentioning AI originate:
--- Rhode Island: 9.56%
--- Virginia: 9.34%
--- New Mexico: 9.33%
#6. Infrastructure Engineer
Stock Rocket // Shutterstock
- Percentage of job postings mentioning AI: 5.52%
- Total job postings mentioning AI: 2177
- Top states where product manager jobs mentioning AI originate:
--- Washington: 10.92%
--- Louisiana: 9.50%
--- California: 9.12%
- Total job postings mentioning AI: 2177
- Top states where product manager jobs mentioning AI originate:
--- Washington: 10.92%
--- Louisiana: 9.50%
--- California: 9.12%
#5. Product Manager
Canva
- Percentage of job postings mentioning AI: 5.90%
- Total job postings mentioning AI: 948
- Top states where solutions specialist jobs mentioning AI originate:
--- Washington, D.C.: 12.21%
--- Rhode Island: 10.39%
--- New Jersey: 9.56%
- Total job postings mentioning AI: 948
- Top states where solutions specialist jobs mentioning AI originate:
--- Washington, D.C.: 12.21%
--- Rhode Island: 10.39%
--- New Jersey: 9.56%
#4. Solutions Specialist
Canva
- Percentage of job postings mentioning AI: 8.28%
- Total job postings mentioning AI: 935
- Top states where scientist jobs mentioning AI originate:
--- Washington: 36.35%
--- Montana: 22.74%
--- California: 20.93%
- Total job postings mentioning AI: 935
- Top states where scientist jobs mentioning AI originate:
--- Washington: 36.35%
--- Montana: 22.74%
--- California: 20.93%
#3. Scientist
Canva
- Percentage of job postings mentioning AI: 8.69%
- Total job postings mentioning AI: 19210
- Top states where software engineer jobs mentioning AI originate:
--- Washington: 19.51%
--- Washington, D.C.: 16.12%
--- Maryland: 16.02%
- Total job postings mentioning AI: 19210
- Top states where software engineer jobs mentioning AI originate:
--- Washington: 19.51%
--- Washington, D.C.: 16.12%
--- Maryland: 16.02%
#2. Software Engineer
Chaay_Tee // Shutterstock
- Percentage of job postings mentioning AI: 23.58%
- Total job postings mentioning AI: 11571
- Top states where data analyst jobs mentioning AI originate:
--- Washington: 40.07%
--- California: 32.87%
--- Virginia: 32.05%
- Total job postings mentioning AI: 11571
- Top states where data analyst jobs mentioning AI originate:
--- Washington: 40.07%
--- California: 32.87%
--- Virginia: 32.05%
#1. Data Analyst
Chaay_Tee // Shutterstock