diff --git a/components/jobs/jobs-column.tsx b/components/jobs/jobs-column.tsx
index acb0d45..cf19f4a 100644
--- a/components/jobs/jobs-column.tsx
+++ b/components/jobs/jobs-column.tsx
@@ -1,11 +1,13 @@
 'use client'
 
-import { useEffect, useMemo, useState } from 'react'
+import { useMemo } from 'react'
+import { useShallow } from 'zustand/react/shallow'
 import { Button } from '@/components/ui/button'
 import { Popover, PopoverTrigger, PopoverContent } from '@/components/ui/popover'
 import JobCard from './job-card'
 import { JOB_STATUS_LABELS } from '@/components/shared/job-status'
 import { jobStatusToApi, type ClaudeJobStatusApi } from '@/lib/job-status'
+import { useUserSettingsStore } from '@/stores/user-settings/store'
 import { cn } from '@/lib/utils'
 import { debugProps } from '@/lib/debug'
 import type { JobWithRelations } from '@/actions/jobs-page'
@@ -82,20 +84,6 @@ function MultiFilterPills<T extends string>({
   )
 }
 
-function parseCsv<T extends string>(raw: string | null, allowed: Set<T>): Set<T> {
-  if (!raw) return new Set()
-  const out = new Set<T>()
-  for (const part of raw.split(',')) {
-    const v = part.trim()
-    if (v && allowed.has(v as T)) out.add(v as T)
-  }
-  return out
-}
-
-function setToCsv<T extends string>(s: Set<T>): string {
-  return Array.from(s).join(',')
-}
-
 interface JobsColumnProps {
   title: string
   jobs: JobWithRelations[]
@@ -115,45 +103,50 @@ export default function JobsColumn({
   statusOptions,
   emptyText,
 }: JobsColumnProps) {
-  const kindKey = `${storageKeyPrefix}_filter_kind`
-  const statusKey = `${storageKeyPrefix}_filter_status`
-
-  const statusValues = useMemo(
+  const allowedStatuses = useMemo(
     () => new Set<ClaudeJobStatusApi>(statusOptions.map((o) => o.value)),
-    [statusOptions]
+    [statusOptions],
   )
+  const colPrefs = useUserSettingsStore(
+    useShallow((s) => s.entities.settings.views?.jobsColumns?.[storageKeyPrefix]),
+  )
+  const setPref = useUserSettingsStore((s) => s.setPref)
 
-  const [filterKinds, setFilterKinds] = useState<Set<ClaudeJobKind>>(() => new Set())
-  const [filterStatuses, setFilterStatuses] = useState<Set<ClaudeJobStatusApi>>(() => new Set())
-  const [prefsLoaded, setPrefsLoaded] = useState(false)
+  const filterKinds = useMemo<Set<ClaudeJobKind>>(() => {
+    const out = new Set<ClaudeJobKind>()
+    for (const v of colPrefs?.kinds ?? []) {
+      if (KIND_VALUES.has(v as ClaudeJobKind)) out.add(v as ClaudeJobKind)
+    }
+    return out
+  }, [colPrefs?.kinds])
 
-  useEffect(() => {
-    /* eslint-disable react-hooks/set-state-in-effect */
-    setFilterKinds(parseCsv<ClaudeJobKind>(localStorage.getItem(kindKey), KIND_VALUES))
-    setFilterStatuses(parseCsv<ClaudeJobStatusApi>(localStorage.getItem(statusKey), statusValues))
-    setPrefsLoaded(true)
-    /* eslint-enable react-hooks/set-state-in-effect */
-  }, [kindKey, statusKey, statusValues])
+  const filterStatuses = useMemo<Set<ClaudeJobStatusApi>>(() => {
+    const out = new Set<ClaudeJobStatusApi>()
+    for (const v of colPrefs?.statuses ?? []) {
+      if (allowedStatuses.has(v as ClaudeJobStatusApi)) out.add(v as ClaudeJobStatusApi)
+    }
+    return out
+  }, [colPrefs?.statuses, allowedStatuses])
 
-  useEffect(() => { if (prefsLoaded) localStorage.setItem(kindKey, setToCsv(filterKinds)) }, [filterKinds, prefsLoaded, kindKey])
-  useEffect(() => { if (prefsLoaded) localStorage.setItem(statusKey, setToCsv(filterStatuses)) }, [filterStatuses, prefsLoaded, statusKey])
-
-  function toggleKind(v: ClaudeJobKind) {
-    setFilterKinds((prev) => {
-      const next = new Set(prev)
-      if (next.has(v)) next.delete(v)
-      else next.add(v)
-      return next
+  function persist(kinds: Set<ClaudeJobKind>, statuses: Set<ClaudeJobStatusApi>) {
+    void setPref(['views', 'jobsColumns', storageKeyPrefix], {
+      kinds: Array.from(kinds),
+      statuses: Array.from(statuses),
     })
   }
 
+  function toggleKind(v: ClaudeJobKind) {
+    const next = new Set(filterKinds)
+    if (next.has(v)) next.delete(v)
+    else next.add(v)
+    persist(next, filterStatuses)
+  }
+
   function toggleStatus(v: ClaudeJobStatusApi) {
-    setFilterStatuses((prev) => {
-      const next = new Set(prev)
-      if (next.has(v)) next.delete(v)
-      else next.add(v)
-      return next
-    })
+    const next = new Set(filterStatuses)
+    if (next.has(v)) next.delete(v)
+    else next.add(v)
+    persist(filterKinds, next)
   }
 
   const filtered = jobs.filter((j) => {
@@ -207,14 +200,14 @@ export default function JobsColumn({
                 options={KIND_OPTIONS}
                 selected={filterKinds}
                 onToggle={toggleKind}
-                onClear={() => setFilterKinds(new Set())}
+                onClear={() => persist(new Set(), filterStatuses)}
               />
               <MultiFilterPills
                 label="Status"
                 options={statusOptions}
                 selected={filterStatuses}
                 onToggle={toggleStatus}
-                onClear={() => setFilterStatuses(new Set())}
+                onClear={() => persist(filterKinds, new Set())}
               />
               <div className="flex justify-end pt-1 border-t border-border">
                 <Button
@@ -223,10 +216,7 @@ export default function JobsColumn({
                   size="sm"
                   className="h-7 text-xs"
                   disabled={activeFilterCount === 0}
-                  onClick={() => {
-                    setFilterKinds(new Set())
-                    setFilterStatuses(new Set())
-                  }}
+                  onClick={() => persist(new Set(), new Set())}
                 >
                   Wis filters
                 </Button>