diff --git a/airflow-core/src/airflow/ui/public/i18n/locales/en/common.json b/airflow-core/src/airflow/ui/public/i18n/locales/en/common.json
index 6cebff264bdd7..cb83efcedb9d1 100644
--- a/airflow-core/src/airflow/ui/public/i18n/locales/en/common.json
+++ b/airflow-core/src/airflow/ui/public/i18n/locales/en/common.json
@@ -128,6 +128,13 @@
     "manual": "Manual",
     "scheduled": "Scheduled"
   },
+  "scroll": {
+    "direction": {
+      "bottom": "bottom",
+      "top": "top"
+    },
+    "tooltip": "Press {{hotkey}} to scroll to {{direction}}"
+  },
   "seconds": "{{count}}s",
   "security": {
     "actions": "Actions",
diff --git a/airflow-core/src/airflow/ui/public/i18n/locales/zh-TW/common.json b/airflow-core/src/airflow/ui/public/i18n/locales/zh-TW/common.json
index 1b94813361e1a..7df78a954dd47 100644
--- a/airflow-core/src/airflow/ui/public/i18n/locales/zh-TW/common.json
+++ b/airflow-core/src/airflow/ui/public/i18n/locales/zh-TW/common.json
@@ -128,6 +128,13 @@
     "manual": "手動觸發",
     "scheduled": "已排程"
   },
+  "scroll": {
+    "direction": {
+      "bottom": "最下方",
+      "top": "最上方"
+    },
+    "tooltip": "按 {{hotkey}} 捲動到{{direction}}"
+  },
   "seconds": "{{count}} 秒",
   "security": {
     "actions": "操作",
@@ -223,7 +230,7 @@
     "title": "選擇時區",
     "utc": "UTC"
   },
-    "toaster": {
+  "toaster": {
     "bulkDelete": {
       "error": "批次刪除 {{resourceName}} 請求失敗",
       "success": {
diff --git a/airflow-core/src/airflow/ui/src/pages/TaskInstance/Logs/TaskLogContent.tsx b/airflow-core/src/airflow/ui/src/pages/TaskInstance/Logs/TaskLogContent.tsx
index c6a1e5a793213..c70ed7bc7c7ec 100644
--- a/airflow-core/src/airflow/ui/src/pages/TaskInstance/Logs/TaskLogContent.tsx
+++ b/airflow-core/src/airflow/ui/src/pages/TaskInstance/Logs/TaskLogContent.tsx
@@ -16,12 +16,16 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { Box, Code, VStack, useToken } from "@chakra-ui/react";
+import { Box, Code, VStack, IconButton } from "@chakra-ui/react";
 import { useVirtualizer } from "@tanstack/react-virtual";
-import { useLayoutEffect, useRef } from "react";
+import { useLayoutEffect, useMemo, useRef } from "react";
+import { useHotkeys } from "react-hotkeys-hook";
+import { useTranslation } from "react-i18next";
+import { FiChevronDown, FiChevronUp } from "react-icons/fi";
 
 import { ErrorAlert } from "src/components/ErrorAlert";
-import { ProgressBar } from "src/components/ui";
+import { ProgressBar, Tooltip } from "src/components/ui";
+import { getMetaKey } from "src/utils";
 
 type Props = {
   readonly error: unknown;
@@ -31,8 +35,50 @@ type Props = {
   readonly wrap: boolean;
 };
 
+const ScrollToButton = ({
+  direction,
+  onClick,
+}: {
+  readonly direction: "bottom" | "top";
+  readonly onClick: () => void;
+}) => {
+  const { t: translate } = useTranslation("common");
+
+  return (
+    <Tooltip
+      closeDelay={100}
+      content={translate("scroll.tooltip", {
+        direction: translate(`scroll.direction.${direction}`),
+        hotkey: `${getMetaKey()}+${direction === "bottom" ? "↓" : "↑"}`,
+      })}
+      openDelay={100}
+    >
+      <IconButton
+        _ltr={{
+          left: "auto",
+          right: 4,
+        }}
+        _rtl={{
+          left: 4,
+          right: "auto",
+        }}
+        aria-label={translate(`scroll.direction.${direction}`)}
+        bg="bg.panel"
+        bottom={direction === "bottom" ? 4 : 14}
+        onClick={onClick}
+        position="absolute"
+        rounded="full"
+        size="xs"
+        variant="outline"
+      >
+        {direction === "bottom" ? <FiChevronDown /> : <FiChevronUp />}
+      </IconButton>
+    </Tooltip>
+  );
+};
+
 export const TaskLogContent = ({ error, isLoading, logError, parsedLogs, wrap }: Props) => {
-  const [bgLine] = useToken("colors", ["blue.emphasized"]);
+  const hash = location.hash.replace("#", "");
   const parentRef = useRef(null);
   const rowVirtualizer = useVirtualizer({
     count: parsedLogs.length,
@@ -41,26 +87,30 @@ export const TaskLogContent = ({ error, isLoading, logError, parsedLogs, wrap }:
     overscan: 10,
   });
 
-  useLayoutEffect(() => {
-    if (location.hash) {
-      const hash = location.hash.replace("#", "");
+  const showScrollButtons = useMemo(() => {
+    const contentHeight = rowVirtualizer.getTotalSize();
+    const containerHeight = rowVirtualizer.scrollElement?.clientHeight ?? 0;
 
-      setTimeout(() => {
-        const element = document.querySelector<HTMLElement>(`[id='${hash}']`);
+    return parsedLogs.length > 0 && contentHeight > containerHeight;
+  }, [rowVirtualizer, parsedLogs]);
 
-        if (element !== null) {
-          element.style.background = bgLine as string;
-        }
-        element?.scrollIntoView({
-          behavior: "smooth",
-          block: "center",
-        });
-      }, 100);
+  useLayoutEffect(() => {
+    if (location.hash && !isLoading) {
+      rowVirtualizer.scrollToIndex(Math.min(Number(hash) + 5, parsedLogs.length - 1));
     }
-  }, [isLoading, bgLine]);
+  }, [isLoading, rowVirtualizer, hash, parsedLogs]);
+
+  const handleScrollTo = (to: "bottom" | "top") => {
+    if (parsedLogs.length > 0) {
+      rowVirtualizer.scrollToIndex(to === "bottom" ? parsedLogs.length - 1 : 0);
+    }
+  };
+
+  useHotkeys("mod+ArrowDown", () => handleScrollTo("bottom"), { enabled: !isLoading });
+  useHotkeys("mod+ArrowUp", () => handleScrollTo("top"), { enabled: !isLoading });
 
   return (
-    <Box display="flex" flexDirection="column" flexGrow={1} h="100%" minHeight={0}>
+    <Box display="flex" flexDirection="column" flexGrow={1} h="100%" minHeight={0} position="relative">
       <ErrorAlert error={error ?? logError} />
       <ProgressBar size="xs" visibility={isLoading ? "visible" : "hidden"} />
       <Code
@@ -90,6 +140,7 @@ export const TaskLogContent = ({ error, isLoading, logError, parsedLogs, wrap }:
                 left: "auto",
                 right: 0,
               }}
+              bgColor={virtualRow.index === Number(hash) ? "blue.emphasized" : "transparent"}
               data-index={virtualRow.index}
               data-testid={`virtualized-item-${virtualRow.index}`}
               key={virtualRow.key}
@@ -104,6 +155,13 @@ export const TaskLogContent = ({ error, isLoading, logError, parsedLogs, wrap }:
           ))}
         </VStack>
       </Code>
+
+      {showScrollButtons ? (
+        <>
+          <ScrollToButton direction="top" onClick={() => handleScrollTo("top")} />
+          <ScrollToButton direction="bottom" onClick={() => handleScrollTo("bottom")} />
+        </>
+      ) : undefined}
     </Box>
   );
 };