NEW YORK — A homeowner fired shots at a couple’s car when they mistakenly turned onto his property while making an Instacart delivery. A Florida man was charged with killing and dismembering an Uber Eats delivery driver who brought food to his home. A woman was kidnapped and sexually assaulted while making a DoorDash delivery to a hotel.
Ride-hailing and food delivery companies say such violent episodes are rare among the millions of trips completed each week, and point to numerous safety measures they have taken over the years.
But the three attacks, which occurred within days of each other in Florida last month, sent new ripples of fear among some app-based drivers, who say company safety policies are still better geared toward customers than workers.
Winifred Kinanda, who sometimes drives for Instacart in the San Francisco Bay Area, said she never felt unsafe making deliveries for the grocery app until she heard about the Florida couple. That day, she got an Instacart order and constantly checked to make sure she had the right address, saying she felt particularly vulnerable as a person of color.
People are also reading…
“It got me scared,” said Kinanda, an immigrant from Kenya who also drives for Uber and Lyft to supplement her income as an elder caregiver. “At the end of the day, being Black is really hard. People see us and think we are doing something wrong.”
A Pew Research Center poll in 2021 found that 16% of people in the U.S. had earned money from an online gig platform. That poll found that 35% of them have felt unsafe while doing those jobs, including 19% who said they had experienced unwanted sexual advances.
Ride-hailing and delivery driving are among the deadliest occupations in the country, according to occupational fatalities and injury data from the Bureau of Labor Statistics, which includes delivery workers for companies like Instacart and DoorDash in its “driver/sales” category and Uber and Lyft drivers in its “taxi” category. While most deaths and injuries are from traffic accidents, the data also shows drivers are more at risk of assaults than other occupations.
The activist group Gig Workers Alliance said on-the-job deaths and injuries among gig workers are almost certainly undercounted because the companies are not obligated to report such incidents to government agencies for workers who are not direct employees. The group also said that other sources, such as police reports, may not note that a gig driver was working when they were killed.
In a new report, Gig Workers Rising said its own research found that 80 app-based workers have been victims of homicides while on the job between 2017 and 2022. The majority were ride-hailing drivers, but at least 20 delivery workers were also killed, according to the report, which relied on press accounts, court records and police reports.
More difficult to quantify are threats that gig drivers encounter frequently but rarely make headlines, including traffic accidents, robberies, carjackings and harassment. While Uber and Lyft have released safety reports that includes some of that data, the major food delivery apps do not, and Uber does not do so for Uber Eats trips.
Roberto Moreno, 48, stopped working as both a ride-hailing and food deliver driver in San Diego County at the beginning of this year because of safety concerns.
Moreno said he joined a WhatsApp group with other Latino gig drivers to support each other while they were on the job, from helping each other with flat tires to activating geolocation during shifts for safety.
“We have to look out for ourselves because the companies don’t do it,” said Moreno, who worked for Grubhub and Postmates, which was bought out by Uber Eats in 2020, as well as Lyft and Uber.
Drivers also complain they can’t be sure who is getting into their cars because it’s too easy for riders to use fake names, nicknames or order rides for other people.
The companies have drivers take “a selfie, do background checks on us (and) collect all of our personal information” said Moreno, who belongs to a driver-led union called Rideshare Drivers United. “But we don’t know anything about the passengers or the people who we’re delivering to.”
In response to those concerns, Uber said it started an audit last fall of rider accounts and began freezing those with obviously fake names. The company also has an extra layer of verification for users who use anonymous forms of payment such as prepaid cards.
“We have heard loud and clear from drivers that they want more information about who they are picking up,” Uber said in a statement.
Critics also say gig workers are more vulnerable because as contract workers, they often don’t have the right to benefits such as worker compensation or health insurance. DoorDash and Instacart both provide free automatic insurance for on-the job injuries or deaths, while Uber and Lyft offer drivers insurance policies for accidents.
DoorDash, Grubhub, Instacart, Uber and Lyft have added safety features to their apps over the years, including emergency buttons that allow people to silently connect with emergency services or private security, and GPS-sharing features that allow friends or family to track rides.
DoorDash last fall introduced new technology to automatically check in on a worker if a delivery is taking longer than expected, while Grubhub is rolling out a new feature this year that will send ID and location data to emergency responders if workers call 911 via the app.
Cities with the most delivery drivers per capita
Cities With the Most Delivery Drivers per Capita
Photo Credit: G-Stock Studio / Shutterstock
The COVID-19 pandemic transformed many aspects of American life, from work and the economy to social interactions to entertainment and much more. For consumers, one significant change has been the accelerated adoption of delivery services as a part of commerce.
While delivery options for restaurant meals, groceries, and consumer goods were already available before COVID, the pandemic made delivery an indispensable service for more households. Early COVID-19 lockdowns in the spring of 2020 led consumers to rely on socially distanced options for shopping and eating. But beyond initial necessity, the convenience of delivery services has permanently won over many consumers and become more commonplace as a result. According to the National Restaurant Association, more than half of adults say that takeout or food delivery is essential to the way they live, while in the retail sector, ecommerce as a share of total retail sales globally jumped from 13.6% in 2019 to 18% in 2020.
In terms of total revenue, ecommerce and courier or express delivery services have both been trending upward over the last two decades but saw even larger spikes during the pandemic. Express delivery services saw a 14% increase from 2019 to 2020, with an additional $14 billion in revenues over that year. More dramatically, revenue for ecommerce increased by more than 50% from 2019 to 2021, jumping from around $577 billion to $871 billion over that span.
Ecommerce and delivery services skyrocketed during COVID
This shift in how consumers shop for, purchase, and receive goods has come with additional ripple effects in the workforce because businesses that rely on delivery need employees to handle the increased volume of orders. Amazon and other ecommerce companies have added tens of thousands of jobs during the pandemic both in warehouse and delivery positions. One in four restaurant operators plan to devote more resources to off-premises dining. And among gig economy drivers, food delivery services have become more popular than rideshare services since the pandemic began.
The Bureau of Labor Statistics projects continued growth among the delivery driver profession over the years ahead. Between Light Truck Drivers, who use light trucks or vans to deliver packages and merchandise, and Driver/Sales Workers, who pick up or deliver food and other goods, the BLS anticipates that there will be an additional 182,900 jobs for delivery drivers between now and 2030. This would be a 12% increase, which is faster than the average for other professions.
As it stands now, some locations have higher concentrations of delivery drivers available than others. Leading states include Illinois, Ohio, and North Dakota, each of which have at least 5.4 delivery drivers—defined as a light truck driver or driver/sales worker in the BLS definitions—per 1,000 residents. Conversely, other states including New York, Nevada, and New Mexico each have 3 or fewer delivery drivers per thousand.
The states with the most delivery drivers per capita
The concentration of delivery drivers also varies at the local level. One of the major factors affecting delivery driver concentrations at the metro level is whether a location has a significant shipping and logistics industry. For example, leading cities Memphis and Louisville are home to FedEx and UPS, respectively, while other cities like Cincinnati, Columbus, and Chicago also serve as significant shipping and distribution hubs.
The data used in this analysis is from the U.S. Bureau of Labor Statistics Occupational Employment and Wage Statistics. To determine the locations with the most delivery drivers per capita, researchers at Porch calculated the number of delivery drivers per thousand residents. In the event of a tie, the location with the higher percentage of delivery drivers as a share of total employment was ranked higher. To improve relevance, only metropolitan areas with at least 100,000 residents were included.
Here are the metropolitan areas with the most delivery drivers per capita.
Small and midsize metros with the most delivery drivers per capita
15. Kansas City, MO-KS
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 4.8
- Delivery drivers as a share of total employment: 1.02%
- Total number of delivery drivers: 10,490
- Average hourly wage for delivery drivers: $16.97
14. Atlanta-Sandy Springs-Roswell, GA
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 4.8
- Delivery drivers as a share of total employment: 1.10%
- Total number of delivery drivers: 28,980
- Average hourly wage for delivery drivers: $17.38
13. Milwaukee-Waukesha-West Allis, WI
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 4.9
- Delivery drivers as a share of total employment: 0.96%
- Total number of delivery drivers: 7,670
- Average hourly wage for delivery drivers: $16.28
12. Dallas-Fort Worth-Arlington, TX
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 5.0
- Delivery drivers as a share of total employment: 1.07%
- Total number of delivery drivers: 38,370
- Average hourly wage for delivery drivers: $19.21
11. Charlotte-Concord-Gastonia, NC-SC
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 5.0
- Delivery drivers as a share of total employment: 1.11%
- Total number of delivery drivers: 13,430
- Average hourly wage for delivery drivers: $15.59
10. Oklahoma City, OK
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 5.0
- Delivery drivers as a share of total employment: 1.17%
- Total number of delivery drivers: 7,160
- Average hourly wage for delivery drivers: $17.17
9. Nashville-Davidson–Murfreesboro–Franklin, TN
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 5.1
- Delivery drivers as a share of total employment: 1.04%
- Total number of delivery drivers: 10,000
- Average hourly wage for delivery drivers: $16.75
8. Raleigh, NC
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 5.3
- Delivery drivers as a share of total employment: 1.21%
- Total number of delivery drivers: 7,520
- Average hourly wage for delivery drivers: $14.89
7. Hartford-West Hartford-East Hartford, CT
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 5.4
- Delivery drivers as a share of total employment: 1.18%
- Total number of delivery drivers: 6,470
- Average hourly wage for delivery drivers: $18.30
6. Salt Lake City, UT
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 5.5
- Delivery drivers as a share of total employment: 0.95%
- Total number of delivery drivers: 6,870
- Average hourly wage for delivery drivers: $19.51
5. Chicago-Naperville-Elgin, IL-IN-WI
Photo Credit: f11photo / Shutterstock
- Number of delivery drivers per thousand: 5.8
- Delivery drivers as a share of total employment: 1.25%
- Total number of delivery drivers: 54,310
- Average hourly wage for delivery drivers: $22.22
4. Columbus, OH
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 5.9
- Delivery drivers as a share of total employment: 1.23%
- Total number of delivery drivers: 12,610
- Average hourly wage for delivery drivers: $15.96
3. Cincinnati, OH-KY-IN
Photo Credit: doma / Shutterstock
- Number of delivery drivers per thousand: 5.9
- Delivery drivers as a share of total employment: 1.27%
- Total number of delivery drivers: 13,110
- Average hourly wage for delivery drivers: $16.44
2. Louisville/Jefferson County, KY-IN
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 6.4
- Delivery drivers as a share of total employment: 1.32%
- Total number of delivery drivers: 8,100
- Average hourly wage for delivery drivers: $18.51
1. Memphis, TN-MS-AR
Photo Credit: Sean Pavone / Shutterstock
- Number of delivery drivers per thousand: 7.7
- Delivery drivers as a share of total employment: 1.71%
- Total number of delivery drivers: 10,390
- Average hourly wage for delivery drivers: $18.41

