diff --git a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/transformers.ts b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/transformers.ts
index 0abefc95e3d..01acf1ff7af 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/transformers.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/src/Timeseries/transformers.ts
@@ -171,7 +171,7 @@ export function transformSeries(
     timeShiftColor?: boolean;
   },
 ): SeriesOption | undefined {
-  const { name } = series;
+  const { name, data } = series;
   const {
     area,
     connectNulls,
@@ -290,6 +290,9 @@ export function transformSeries(
       : { ...opts.lineStyle, opacity };
   return {
     ...series,
+    ...(Array.isArray(data) && seriesType === 'bar' && !stack
+      ? { data: transformNegativeLabelsPosition(series, isHorizontal) }
+      : null),
     connectNulls,
     queryIndex,
     yAxisIndex,
@@ -627,3 +630,30 @@ export function getPadding(
     isHorizontal,
   );
 }
+
+export function transformNegativeLabelsPosition(
+  series: SeriesOption,
+  isHorizontal: boolean,
+): TimeseriesDataRecord[] {
+  /*
+   * Adjusts label position for negative values in bar series
+   * @param series - Array of series options
+   * @param isHorizontal - Whether chart is horizontal
+   * @returns data with adjusted label positions for negative values
+   */
+  const transformValue = (value: any) => {
+    const [xValue, yValue] = Array.isArray(value) ? value : [null, null];
+    const axisValue = isHorizontal ? xValue : yValue;
+
+    return axisValue < 0
+      ? {
+          value,
+          label: {
+            position: 'outside',
+          },
+        }
+      : value;
+  };
+
+  return (series.data as TimeseriesDataRecord[]).map(transformValue);
+}
diff --git a/superset-frontend/plugins/plugin-chart-echarts/test/Timeseries/transformers.test.ts b/superset-frontend/plugins/plugin-chart-echarts/test/Timeseries/transformers.test.ts
index a0b3d5ad7d2..8f04e1c4031 100644
--- a/superset-frontend/plugins/plugin-chart-echarts/test/Timeseries/transformers.test.ts
+++ b/superset-frontend/plugins/plugin-chart-echarts/test/Timeseries/transformers.test.ts
@@ -17,8 +17,12 @@
  * under the License.
  */
 import { CategoricalColorScale } from '@superset-ui/core';
+import type { SeriesOption } from 'echarts';
 import { EchartsTimeseriesSeriesType } from '../../src';
-import { transformSeries } from '../../src/Timeseries/transformers';
+import {
+  transformSeries,
+  transformNegativeLabelsPosition,
+} from '../../src/Timeseries/transformers';
 
 // Mock the colorScale function
 const mockColorScale = jest.fn(
@@ -82,3 +86,107 @@ describe('transformSeries', () => {
     expect((result as any).itemStyle.borderColor).toBeUndefined();
   });
 });
+
+describe('transformNegativeLabelsPosition', () => {
+  test('label position bottom of negative value no Horizontal', () => {
+    const isHorizontal = false;
+    const series: SeriesOption = {
+      data: [
+        [2020, 1],
+        [2021, 3],
+        [2022, -2],
+        [2023, -5],
+        [2024, 4],
+      ],
+      type: EchartsTimeseriesSeriesType.Bar,
+      stack: undefined,
+    };
+    const result =
+      Array.isArray(series.data) && series.type === 'bar' && !series.stack
+        ? transformNegativeLabelsPosition(series, isHorizontal)
+        : series.data;
+    expect((result as any)[0].label).toBe(undefined);
+    expect((result as any)[1].label).toBe(undefined);
+    expect((result as any)[2].label.position).toBe('outside');
+    expect((result as any)[3].label.position).toBe('outside');
+    expect((result as any)[4].label).toBe(undefined);
+  });
+
+  test('label position left of negative value is Horizontal', () => {
+    const isHorizontal = true;
+    const series: SeriesOption = {
+      data: [
+        [1, 2020],
+        [-3, 2021],
+        [2, 2022],
+        [-4, 2023],
+        [-6, 2024],
+      ],
+      type: EchartsTimeseriesSeriesType.Bar,
+      stack: undefined,
+    };
+
+    const result =
+      Array.isArray(series.data) && series.type === 'bar' && !series.stack
+        ? transformNegativeLabelsPosition(series, isHorizontal)
+        : series.data;
+    expect((result as any)[0].label).toBe(undefined);
+    expect((result as any)[1].label.position).toBe('outside');
+    expect((result as any)[2].label).toBe(undefined);
+    expect((result as any)[3].label.position).toBe('outside');
+    expect((result as any)[4].label.position).toBe('outside');
+  });
+
+  test('label position to line type', () => {
+    const isHorizontal = false;
+    const series: SeriesOption = {
+      data: [
+        [2020, 1],
+        [2021, 3],
+        [2022, -2],
+        [2023, -5],
+        [2024, 4],
+      ],
+      type: EchartsTimeseriesSeriesType.Line,
+      stack: undefined,
+    };
+
+    const result =
+      Array.isArray(series.data) &&
+      !series.stack &&
+      series.type !== 'line' &&
+      series.type === 'bar'
+        ? transformNegativeLabelsPosition(series, isHorizontal)
+        : series.data;
+    expect((result as any)[0].label).toBe(undefined);
+    expect((result as any)[1].label).toBe(undefined);
+    expect((result as any)[2].label).toBe(undefined);
+    expect((result as any)[3].label).toBe(undefined);
+    expect((result as any)[4].label).toBe(undefined);
+  });
+
+  test('label position to bar type and stack', () => {
+    const isHorizontal = false;
+    const series: SeriesOption = {
+      data: [
+        [2020, 1],
+        [2021, 3],
+        [2022, -2],
+        [2023, -5],
+        [2024, 4],
+      ],
+      type: EchartsTimeseriesSeriesType.Bar,
+      stack: 'obs',
+    };
+
+    const result =
+      Array.isArray(series.data) && series.type === 'bar' && !series.stack
+        ? transformNegativeLabelsPosition(series, isHorizontal)
+        : series.data;
+    expect((result as any)[0].label).toBe(undefined);
+    expect((result as any)[1].label).toBe(undefined);
+    expect((result as any)[2].label).toBe(undefined);
+    expect((result as any)[3].label).toBe(undefined);
+    expect((result as any)[4].label).toBe(undefined);
+  });
+});