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Deposits
12 Months Ended
Dec. 31, 2018
Deposits [Abstract]  
Deposits
Deposits

The following table summarizes total deposits at December 31, 2018 and 2017.
 
 
December 31,
 
 
2018
 
2017
Deposits - interest bearing
 
$
18,942,082

 
$
15,504,330

Deposits - non-interest bearing
 
1,076

 
1,053

Total deposits
 
$
18,943,158

 
$
15,505,383



Our total deposits of $18.9 billion were comprised of $10.3 billion in brokered deposits and $8.6 billion in retail and other deposits at December 31, 2018, compared with total deposits of $15.5 billion, which were comprised of $8.2 billion in brokered deposits and $7.3 billion in retail and other deposits, at December 31, 2017.
Interest bearing deposits as of December 31, 2018 and 2017 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 $5.9 billion of our deposit total as of December 31, 2018, compared with $5.5 billion at December 31, 2017.
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, $9 million, and $10 million in the years ended December 31, 2018, 2017 and 2016, respectively. Fees paid to third-party brokers related to these CDs were $26 million, $12 million, and $4 million during the years ended December 31, 2018, 2017 and 2016, respectively.
Interest bearing deposits at December 31, 2018 and 2017 are summarized as follows:
 
 
 
December 31, 2018
 
December 31, 2017
 
 
Amount
 
Year-End Weighted
Average Stated Rate(1)
 
Amount
 
Year-End Weighted
Average Stated Rate(1)
 
 
 
 
 
 
 
 
 
Money market
 
$
8,687,766

 
2.46
%
 
$
7,731,966

 
1.80
%
Savings
 
702,342

 
2.00

 
738,243

 
1.10

Certificates of deposit
 
9,551,974

 
2.74

 
7,034,121

 
1.93

Deposits - interest bearing
 
$
18,942,082

 


 
$
15,504,330

 
 

___
(1) Includes the effect of interest rate swaps in effective hedge relationships.
Certificates of deposit remaining maturities are summarized as follows:
 
 
December 31,
 
 
2018
 
2017
One year or less
 
$
4,098,520

 
$
3,716,183

After one year to two years
 
2,045,861

 
1,550,130

After two years to three years
 
1,479,292

 
806,488

After three years to four years
 
494,654

 
447,592

After four years to five years
 
1,274,198

 
445,884

After five years
 
159,449

 
67,844

Total
 
$
9,551,974

 
$
7,034,121



 As of December 31, 2018 and 2017, there were $523 million and $396 million, respectively, of deposits exceeding FDIC insurance limits. Accrued interest on deposits was $53 million and $28 million at December 31, 2018 and 2017, respectively.