diff --git a/packages/core/src/components/Table/Filters.tsx b/packages/core/src/components/Table/Filters.tsx
new file mode 100644
index 0000000000..db8a3a9af2
--- /dev/null
+++ b/packages/core/src/components/Table/Filters.tsx
@@ -0,0 +1,131 @@
+/*
+ * Copyright 2020 Spotify AB
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import React, { useEffect, useState } from 'react';
+import { BackstageTheme } from '@backstage/theme';
+import { Button, makeStyles } from '@material-ui/core';
+import { Select } from '../Select';
+import { CheckboxTree } from '../CheckboxTree';
+import { CheckboxTreeProps } from '../CheckboxTree/CheckboxTree';
+import { SelectProps } from '../Select/Select';
+
+const useSubvalueCellStyles = makeStyles<BackstageTheme>(theme => ({
+  root: {
+    height: '100%',
+    width: '315px',
+    display: 'flex',
+    flexDirection: 'column',
+    marginRight: theme.spacing(3),
+  },
+  value: {},
+  header: {
+    display: 'flex',
+    alignItems: 'center',
+    height: '60px',
+    justifyContent: 'space-between',
+    borderBottom: `1px solid ${theme.palette.grey[500]}`,
+  },
+  filters: {
+    display: 'flex',
+    flexDirection: 'column',
+    '& > *': {
+      marginTop: theme.spacing(2),
+    },
+  },
+  clear: {
+    textTransform: 'none',
+  },
+}));
+
+type Without<T, K> = Pick<T, Exclude<keyof T, K>>;
+
+export type Filter = {
+  type: 'select' | 'checkbox-tree' | 'multiple-select';
+  element:
+    | Without<CheckboxTreeProps, 'onChange'>
+    | Without<SelectProps, 'onChange'>;
+};
+
+type Props = {
+  filters: Filter[];
+  onChangeFilters: (arg: any) => any;
+};
+
+export const Filters = (props: Props) => {
+  const classes = useSubvalueCellStyles();
+
+  const { onChangeFilters } = props;
+
+  const [filters, setFilters] = useState(props.filters);
+  const [selectedFilters, setSelectedFilters] = useState({});
+
+  // Trigger re-rendering
+  const handleClick = () => {
+    setSelectedFilters({});
+    setFilters([
+      ...props.filters.map(el => ({
+        type: el.type,
+        element: { ...el.element },
+      })),
+    ]);
+  };
+
+  useEffect(() => {
+    onChangeFilters(selectedFilters);
+  // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [selectedFilters]);
+
+  // As material table doesn't provide a way to add a column filter tab we will make our own filter logic
+  return (
+    <div className={classes.root}>
+      <div className={classes.header}>
+        <div className={classes.value}>Filters</div>
+        <Button className={classes.clear} color="primary" onClick={handleClick}>
+          Clear all
+        </Button>
+      </div>
+      <div className={classes.filters}>
+        {filters?.length &&
+          filters.map(filter =>
+            filter.type === 'checkbox-tree' ? (
+              <CheckboxTree
+                key={filter.element.label}
+                {...(filter.element as CheckboxTreeProps)}
+                onChange={
+                  el => ({})
+                  // setSelectedFilters({
+                  //   ...selectedFilters,
+                  //   [filter.element.label]: el,
+                  // })
+                }
+              />
+            ) : (
+              <Select
+                key={filter.element.label}
+                {...(filter.element as SelectProps)}
+                onChange={el =>
+                  setSelectedFilters({
+                    ...selectedFilters,
+                    [filter.element.label]: el,
+                  })
+                }
+              />
+            ),
+          )}
+      </div>
+    </div>
+  );
+};
diff --git a/packages/core/src/components/Table/Table.stories.tsx b/packages/core/src/components/Table/Table.stories.tsx
index 2a176e50a8..1ec896fd43 100644
--- a/packages/core/src/components/Table/Table.stories.tsx
+++ b/packages/core/src/components/Table/Table.stories.tsx
@@ -16,6 +16,7 @@
 
 import React from 'react';
 import { Table, SubvalueCell, TableColumn } from './';
+import { TableFilter } from './Table';
 
 export default {
   title: 'Table',
@@ -244,13 +245,28 @@ export const FilterTable = () => {
     },
   ];
 
+  const filters: TableFilter[] = [
+    {
+      column: 'Column 1',
+      type: 'select',
+    },
+    {
+      column: 'Column 2',
+      type: 'multiple-select',
+    },
+    {
+      column: 'Numeric value',
+      type: 'checkbox-tree',
+    },
+  ];
+
   return (
     <div style={containerStyle}>
       <Table
         options={{ paging: false, padding: 'dense' }}
         data={testData10}
         columns={columns}
-        filters={["test"]}
+        filters={filters}
       />
     </div>
   );
diff --git a/packages/core/src/components/Table/Table.tsx b/packages/core/src/components/Table/Table.tsx
index 08b1994246..212e80fcd2 100644
--- a/packages/core/src/components/Table/Table.tsx
+++ b/packages/core/src/components/Table/Table.tsx
@@ -45,7 +45,8 @@ import MTable, {
   MTableToolbar,
   Options,
 } from 'material-table';
-import React, { forwardRef, useState } from 'react';
+import React, { forwardRef, useEffect, useState } from 'react';
+import { Filters } from './Filters';
 
 const tableIcons = {
   Add: forwardRef((props, ref: React.Ref<SVGSVGElement>) => (
@@ -113,7 +114,7 @@ const useHeaderStyles = makeStyles<BackstageTheme>(theme => ({
   },
 }));
 
-const useToolbarStyles = makeStyles<BackstageTheme>((theme) => ({
+const useToolbarStyles = makeStyles<BackstageTheme>(theme => ({
   root: {
     padding: theme.spacing(3, 0, 2.5, 2.5),
   },
@@ -138,12 +139,7 @@ const useFilterStyles = makeStyles<BackstageTheme>(() => ({
 const useTableStyles = makeStyles<BackstageTheme>(() => ({
   root: {
     display: 'flex',
-    alignItems: 'center',
   },
-  filters: {
-    height: '100%',
-    width: '250px',
-  }
 }));
 
 function convertColumns<T extends object>(
@@ -173,11 +169,16 @@ export interface TableColumn<T extends object = {}> extends Column<T> {
   width?: string;
 }
 
+export type TableFilter = {
+  column: string;
+  type: 'select' | 'multiple-select' | 'checkbox-tree';
+};
+
 export interface TableProps<T extends object = {}>
   extends MaterialTableProps<T> {
   columns: TableColumn<T>[];
   subtitle?: string;
-  filters?: any[];
+  filters?: TableFilter[];
 }
 
 export function Table<T extends object = {}>({
@@ -193,9 +194,12 @@ export function Table<T extends object = {}>({
   const tableClasses = useTableStyles();
   const filtersClasses = useFilterStyles();
 
+  const { data, ...propsWithoutData } = props;
+
   const theme = useTheme<BackstageTheme>();
 
   const [filtersOpen, toggleFilters] = useState(false);
+  const [tableData, setTableData] = useState(data as any[]);
 
   const MTColumns = convertColumns(columns, theme);
 
@@ -205,44 +209,94 @@ export function Table<T extends object = {}>({
     },
   };
 
+  const getFieldByTitle = (titleValue: string | keyof T) =>
+    columns.find(el => el.title === titleValue)?.field;
+
+  const onChangeFilters = (selectedFilters: any) => {
+    if (Object.values(selectedFilters).length) {
+      const newData = (props.data as any[]).filter(
+        el =>
+          !!Object.entries(selectedFilters).find(
+            ([key, value]) => el[getFieldByTitle(key)] === value,
+          ),
+      );
+      setTableData(newData);
+    }
+  };
+
+  const constructFilters = (filterConfig: TableFilter[], dataValue: any[]) => {
+    const extractColumnData = (column: string | keyof T) =>
+      dataValue.map(el => ({ label: el[column], options: [] }));
+
+    return filterConfig.map(filter => ({
+      type: filter.type,
+      element:
+        filter.type === 'checkbox-tree'
+          ? {
+              label: filter.column,
+              subCategories: extractColumnData(
+                getFieldByTitle(filter.column) || '',
+              ),
+            }
+          : {
+              placeholder: 'All results',
+              label: filter.column,
+              multiple: filter.type === 'multiple-select',
+              items: dataValue.map(el => ({
+                label: el[getFieldByTitle(filter.column) || ''],
+                value: el[getFieldByTitle(filter.column) || ''],
+              })),
+            },
+    }));
+  };
+
   return (
     <div className={tableClasses.root}>
-      {filtersOpen && <div className={tableClasses.filters}>Filters</div>}
-    <MTable<T>
-      components={{
-        Header: headerProps => (
-          <MTableHeader classes={headerClasses} {...headerProps} />
-        ),
-        Toolbar: toolbarProps =>
-          filters?.length ? (
-            <div className={filtersClasses.root}>
-              <div className={filtersClasses.root}>
-                <IconButton onClick={() => toggleFilters(el => !el)} aria-label="filter list">
-                  <FilterList />
-                </IconButton>
-                <Typography variant="h6">Filters</Typography>
-              </div>
-              <MTableToolbar classes={toolbarClasses} {...toolbarProps} />
-            </div>
-          ) : (
-            <MTableToolbar classes={toolbarClasses} {...toolbarProps} />
+      {filtersOpen && filters?.length && (
+        <Filters
+          filters={constructFilters(filters, props.data as any[])}
+          onChangeFilters={onChangeFilters}
+        />
+      )}
+      <MTable<T>
+        components={{
+          Header: headerProps => (
+            <MTableHeader classes={headerClasses} {...headerProps} />
           ),
-      }}
-      options={{ ...defaultOptions, ...options }}
-      columns={MTColumns}
-      icons={tableIcons}
-      title={
-        <>
-          <Typography variant="h5">{title}</Typography>
-          {subtitle && (
-            <Typography color="textSecondary" variant="body1">
-              {subtitle}
-            </Typography>
-          )}
-        </>
-      }
-      {...props}
-    />
+          Toolbar: toolbarProps =>
+            filters?.length ? (
+              <div className={filtersClasses.root}>
+                <div className={filtersClasses.root}>
+                  <IconButton
+                    onClick={() => toggleFilters(el => !el)}
+                    aria-label="filter list"
+                  >
+                    <FilterList />
+                  </IconButton>
+                  <Typography variant="h6">Filters</Typography>
+                </div>
+                <MTableToolbar classes={toolbarClasses} {...toolbarProps} />
+              </div>
+            ) : (
+              <MTableToolbar classes={toolbarClasses} {...toolbarProps} />
+            ),
+        }}
+        options={{ ...defaultOptions, ...options }}
+        columns={MTColumns}
+        icons={tableIcons}
+        title={
+          <>
+            <Typography variant="h5">{title}</Typography>
+            {subtitle && (
+              <Typography color="textSecondary" variant="body1">
+                {subtitle}
+              </Typography>
+            )}
+          </>
+        }
+        data={tableData}
+        {...propsWithoutData}
+      />
     </div>
   );
 }