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Deposits
12 Months Ended
Dec. 31, 2022
Deposits [Abstract]  
Deposits Deposits
The following table summarizes total deposits at December 31, 2022 and 2021.

As of December 31,
(dollars in thousands)
20222021
Deposits - interest bearing$21,446,647 $20,826,692 
Deposits - non-interest bearing1,424 1,432 
Total deposits$21,448,071 $20,828,124 

Our total deposits of $21.4 billion were comprised of $9.9 billion in brokered deposits and $11.5 billion in retail and other deposits at December 31, 2022, compared with total deposits of $20.8 billion, which were comprised of $10.1 billion in brokered deposits and $10.7 billion in retail and other deposits, at December 31, 2021.
Interest bearing deposits as of December 31, 2022 and 2021 consisted of retail and brokered non-maturity savings deposits, retail and brokered non-maturity MMDAs, and retail and brokered CDs. Interest bearing deposits include deposits from Educational 529 and Health Savings plans that diversify our funding sources and add deposits we consider to be core. These and other large omnibus accounts, aggregating the deposits of many individual depositors, represented $8.0 billion of our deposit total as of December 31, 2022, compared with $7.3 billion at December 31, 2021.
Some of our deposit products are serviced by third-party providers. Placement fees associated with the brokered CDs are amortized into interest expense using the effective interest rate method. We recognized placement fee expense of $13 million, $16 million, and $19 million in the years ended December 31, 2022, 2021, and 2020, respectively. Fees paid to third-party brokers related to brokered CDs were $13 million, $13 million, and $5 million during the years ended December 31, 2022, 2021, and 2020, respectively.
Interest bearing deposits at December 31, 2022 and 2021 are summarized as follows:
 
 20222021
As of December 31,
(dollars in thousands)
Amount
Year-End Weighted
Average Stated Rate(1)
Amount
Year-End Weighted
Average Stated Rate(1)
Money market$10,977,242 3.75 %$10,473,569 0.69 %
Savings982,586 3.15 959,122 0.43 
Certificates of deposit9,486,819 2.57 9,394,001 1.20 
Deposits - interest bearing$21,446,647 $20,826,692 
        (1) Includes the effect of interest rate swaps in effective hedge relationships.
Certificates of deposit remaining maturities are summarized as follows:
As of December 31,
(dollars in thousands)
20222021
One year or less$3,224,573 $4,407,370 
After one year to two years2,954,257 2,297,955 
After two years to three years1,904,919 1,299,461 
After three years to four years1,031,881 299,737 
After four years to five years324,375 1,042,065 
After five years46,814 47,413 
Total$9,486,819 $9,394,001 

 As of December 31, 2022 and 2021, there were $615 million and $743 million, respectively, of deposits exceeding FDIC insurance limits. Accrued interest on deposits was $59 million and $35 million at December 31, 2022 and 2021, respectively.