diff --git a/app/vlinsert/elasticsearch/elasticsearch.go b/app/vlinsert/elasticsearch/elasticsearch.go
index 280ba007ed..6dafad9a29 100644
--- a/app/vlinsert/elasticsearch/elasticsearch.go
+++ b/app/vlinsert/elasticsearch/elasticsearch.go
@@ -251,11 +251,15 @@ func parseElasticsearchTimestamp(s string) (int64, error) {
 		return 0, nil
 	}
 	if len(s) < len("YYYY-MM-DD") || s[len("YYYY")] != '-' {
-		// Try parsing timestamp in milliseconds
+		// Try parsing timestamp in seconds or milliseconds
 		n, err := strconv.ParseInt(s, 10, 64)
 		if err != nil {
 			return 0, fmt.Errorf("cannot parse timestamp in milliseconds from %q: %w", s, err)
 		}
+		if n < (1<<31) && n >= (-1<<31) {
+			// The timestamp is in seconds. Convert it to milliseconds
+			n *= 1e3
+		}
 		if n > int64(math.MaxInt64)/1e6 {
 			return 0, fmt.Errorf("too big timestamp in milliseconds: %d; mustn't exceed %d", n, int64(math.MaxInt64)/1e6)
 		}
diff --git a/app/vlinsert/elasticsearch/elasticsearch_test.go b/app/vlinsert/elasticsearch/elasticsearch_test.go
index ca88d2ccca..bfb1cd52e6 100644
--- a/app/vlinsert/elasticsearch/elasticsearch_test.go
+++ b/app/vlinsert/elasticsearch/elasticsearch_test.go
@@ -78,15 +78,18 @@ func TestReadBulkRequest_Success(t *testing.T) {
 {"create":{"_index":"filebeat-8.8.0"}}
 {"@timestamp":"2023-06-06 04:48:12.735+01:00","message":"baz"}
 {"index":{"_index":"filebeat-8.8.0"}}
-{"message":"xyz","@timestamp":"2023-06-06T04:48:13.735Z","x":"y"}
+{"message":"xyz","@timestamp":"1686026893735","x":"y"}
+{"create":{"_index":"filebeat-8.8.0"}}
+{"message":"qwe rty","@timestamp":"1686026893"}
 `
 	timeField := "@timestamp"
 	msgField := "message"
-	rowsExpected := 3
-	timestampsExpected := []int64{1686026891735000000, 1686023292735000000, 1686026893735000000}
+	rowsExpected := 4
+	timestampsExpected := []int64{1686026891735000000, 1686023292735000000, 1686026893735000000, 1686026893000000000}
 	resultExpected := `{"@timestamp":"","log.offset":"71770","log.file.path":"/var/log/auth.log","_msg":"foobar"}
 {"@timestamp":"","_msg":"baz"}
-{"_msg":"xyz","@timestamp":"","x":"y"}`
+{"_msg":"xyz","@timestamp":"","x":"y"}
+{"_msg":"qwe rty","@timestamp":""}`
 	f(data, timeField, msgField, rowsExpected, timestampsExpected, resultExpected)
 }
 
diff --git a/docs/VictoriaLogs/CHANGELOG.md b/docs/VictoriaLogs/CHANGELOG.md
index 197bff6f80..6a58d563d9 100644
--- a/docs/VictoriaLogs/CHANGELOG.md
+++ b/docs/VictoriaLogs/CHANGELOG.md
@@ -15,6 +15,8 @@ according to [these docs](https://docs.victoriametrics.com/victorialogs/quicksta
 
 ## tip
 
+* FEATURE: [ElasticSearch bulk API](https://docs.victoriametrics.com/victorialogs/data-ingestion/#elasticsearch-bulk-api): accept timestamps in seconds in the ingested logs.
+
 ## [v0.31.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v0.31.0-victorialogs)
 
 Released at 2024-09-27
diff --git a/docs/VictoriaLogs/data-ingestion/README.md b/docs/VictoriaLogs/data-ingestion/README.md
index a548a195a8..5dacc7db92 100644
--- a/docs/VictoriaLogs/data-ingestion/README.md
+++ b/docs/VictoriaLogs/data-ingestion/README.md
@@ -46,7 +46,15 @@ It is possible to push thousands of log lines in a single request to this API.
 
 If the [timestamp field](https://docs.victoriametrics.com/victorialogs/keyconcepts/#time-field) is set to `"0"`,
 then the current timestamp at VictoriaLogs side is used per each ingested log line.
-Otherwise the timestamp field must be in the [ISO8601](https://en.wikipedia.org/wiki/ISO_8601) or [RFC3339](https://www.rfc-editor.org/rfc/rfc3339) format.
+Otherwise the timestamp field must be in one of the following formats:
+
+- [ISO8601](https://en.wikipedia.org/wiki/ISO_8601) or [RFC3339](https://www.rfc-editor.org/rfc/rfc3339).
+  For example, `2023-06-20T15:32:10Z` or `2023-06-20 15:32:10.123456789+02:00`.
+  If timezone information is missing (for example, `2023-06-20 15:32:10`),
+  then the time is parsed in the local timezone of the host where VictoriaLogs runs.
+
+- Unix timestamp in seconds or in milliseconds. For example, `1686026893` (seconds) or `1686026893735` (milliseconds).
+
 For example, `2023-06-20T15:32:10Z` or `2023-06-20 15:32:10.123456789+02:00`.
 If timezone information is missing (for example, `2023-06-20 15:32:10`), then the time is parsed in the local timezone of the host where VictoriaLogs runs.