diff --git a/src/compat/index.ts b/src/compat/index.ts
index 798b24434..fde5d58a9 100644
--- a/src/compat/index.ts
+++ b/src/compat/index.ts
@@ -143,6 +143,7 @@ export { merge } from './object/merge.ts';
 export { mergeWith } from './object/mergeWith.ts';
 export { omit } from './object/omit.ts';
 export { pick } from './object/pick.ts';
+export { pickBy } from './object/pickBy.ts';
 export { property } from './object/property.ts';
 export { propertyOf } from './object/propertyOf.ts';
 export { set } from './object/set.ts';
diff --git a/src/compat/object/pickBy.spec.ts b/src/compat/object/pickBy.spec.ts
new file mode 100644
index 000000000..8d6a873ee
--- /dev/null
+++ b/src/compat/object/pickBy.spec.ts
@@ -0,0 +1,59 @@
+import { describe, expect, it } from 'vitest';
+import { pickBy } from './pickBy';
+
+describe('pickBy', () => {
+  it('should pick properties based on the predicate function', () => {
+    const obj = { a: 1, b: 'pick', c: 3 };
+    const shouldPick = (value: string | number) => typeof value === 'string';
+    const result = pickBy(obj, shouldPick);
+    expect(result).toEqual({ b: 'pick' });
+  });
+
+  it('should return an empty object if no properties satisfy the predicate', () => {
+    const obj = { a: 1, b: 2, c: 3 };
+    const shouldPick = (value: number) => typeof value === 'string';
+    const result = pickBy(obj, shouldPick);
+    expect(result).toEqual({});
+  });
+
+  it('should return the same object if all properties satisfy the predicate', () => {
+    const obj = { a: 'pick', b: 'pick', c: 'pick' };
+    const shouldPick = (value: string) => typeof value === 'string';
+    const result = pickBy(obj, shouldPick);
+    expect(result).toEqual(obj);
+  });
+
+  it('should work with an empty object', () => {
+    const obj = {};
+    const shouldPick = (value: never) => value;
+    const result = pickBy(obj, shouldPick);
+    expect(result).toEqual({});
+  });
+
+  it('should work with nested objects', () => {
+    const obj = { a: 1, b: { nested: 'pick' }, c: 3 };
+    const shouldPick = (value: number | { nested: string }, key: string) => key === 'b';
+    const result = pickBy(obj, shouldPick);
+    expect(result).toEqual({ b: { nested: 'pick' } });
+  });
+
+  it('should work with no predicate function', () => {
+    const obj = { a: 1, b: 'pick', c: 3 };
+    const result = pickBy(obj);
+    expect(result).toEqual(obj);
+  });
+
+  it('should return an empty object if the object is null', () => {
+    const obj = null;
+    const shouldPick = (value: string) => typeof value === 'string';
+    const result = pickBy(obj as unknown as object, shouldPick);
+    expect(result).toEqual({});
+  });
+
+  it('should return an empty object if the object is undefined', () => {
+    const obj = undefined;
+    const shouldPick = (value: string) => typeof value === 'string';
+    const result = pickBy(obj as unknown as object, shouldPick);
+    expect(result).toEqual({});
+  });
+});
diff --git a/src/compat/object/pickBy.ts b/src/compat/object/pickBy.ts
new file mode 100644
index 000000000..feb75ac44
--- /dev/null
+++ b/src/compat/object/pickBy.ts
@@ -0,0 +1,43 @@
+/**
+ * Creates a new object composed of the properties that satisfy the predicate function.
+ *
+ * This function takes an object and a predicate function, and returns a new object that
+ * includes only the properties for which the predicate function returns true.
+ *
+ * @template T - The type of object.
+ * @param {T} obj - The object to pick properties from.
+ * @param {(value: T[keyof T], key: keyof T) => boolean} shouldPick - A predicate function that determines
+ * whether a property should be picked. It takes the property's key and value as arguments and returns `true`
+ * if the property should be picked, and `false` otherwise.
+ * @returns {Partial<T>} A new object with the properties that satisfy the predicate function.
+ *
+ * @example
+ * const obj = { a: 1, b: 'pick', c: 3 };
+ * const shouldPick = (value) => typeof value === 'string';
+ * const result = pickBy(obj, shouldPick);
+ * // result will be { b: 'pick' }
+ */
+export function pickBy<T extends Record<string, any>>(
+  obj: T,
+  shouldPick?: (value: T[keyof T], key: keyof T) => boolean
+): Partial<T> {
+  if (obj === null || obj === undefined) {
+    return {};
+  }
+  const result: Partial<T> = {};
+
+  if (shouldPick === undefined) {
+    return obj;
+  }
+  const keys = Object.keys(obj) as Array<keyof T>;
+  for (let i = 0; i < keys.length; i++) {
+    const key = keys[i];
+    const value = obj[key];
+
+    if (shouldPick(value, key)) {
+      result[key] = value;
+    }
+  }
+
+  return result;
+}