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Deposits
12 Months Ended
Dec. 31, 2021
Deposits [Abstract]  
Deposits Deposits
The following table summarizes total deposits at December 31, 2021 and 2020.

As of December 31,
(dollars in thousands)
20212020
Deposits - interest bearing$20,826,692 $22,664,899 
Deposits - non-interest bearing1,432 1,140 
Total deposits$20,828,124 $22,666,039 

Our total deposits of $20.8 billion were comprised of $10.1 billion in brokered deposits and $10.7 billion in retail and other deposits at December 31, 2021, compared with total deposits of $22.7 billion, which were comprised of $11.9 billion in brokered deposits and $10.8 billion in retail and other deposits, at December 31, 2020.
Interest bearing deposits as of December 31, 2021 and 2020 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 $7.3 billion of our deposit total as of December 31, 2021, compared with $7.1 billion at December 31, 2020.
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 $16 million, $19 million, and $18 million in the years ended December 31, 2021, 2020, and 2019, respectively. Fees paid to third-party brokers related to these CDs were $13 million, $5 million, and $28 million during the years ended December 31, 2021, 2020, and 2019, respectively.
Interest bearing deposits at December 31, 2021 and 2020 are summarized as follows:
 
 20212020
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$10,473,569 0.69 %$10,159,657 0.83 %
Savings959,122 0.43 907,976 0.55 
Certificates of deposit9,394,001 1.20 11,597,266 1.34 
Deposits - interest bearing$20,826,692 $22,664,899 
        (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)
20212020
One year or less$4,407,370 $5,728,556 
After one year to two years2,297,955 3,363,022 
After two years to three years1,299,461 1,603,229 
After three years to four years299,737 553,911 
After four years to five years1,042,065 300,346 
After five years47,413 48,202 
Total$9,394,001 $11,597,266 

 As of December 31, 2021 and 2020, there were $743 million and $571 million, respectively, of deposits exceeding FDIC insurance limits. Accrued interest on deposits was $35 million and $50 million at December 31, 2021 and 2020, respectively.