The parse method expects a String in a specific format, like 2007-12-03T10:15:30+01:00[Europe/Paris]. As your input is in a different format, you need a DateTimeFormatter.
One detail to notice is that the API uses IANA timezones names (always in the format Continent/City, like America/Sao_Paulo or Europe/Berlin).
Avoid using the 3-letter abbreviations (like CST or PST) because they are ambiguous and not standard.
The API makes some exceptions with specific IDs and provides some defaults for them. For PDT, it defaults to America/Los_Angeles.
Another detail is that in the example below I used lowercase hh in the pattern: the format has AM/PM indication, so I think that hh is the correct pattern, as its value is from 1 to 12 (the common values when there's the AM/PM indicator).
If you use uppercase HH, it allows values from 0 to 23 (and it's not common to use this with AM/PM), and it will throw an exception if the input contains an hour like 07:00 PM.
So the code will be like:
DateTimeFormatter fmt = DateTimeFormatter.ofPattern("MM/dd/yyyy hh:mm a (zzz)");
ZonedDateTime z = ZonedDateTime.parse("06/24/2017 07:00 AM (PDT)", fmt);
System.out.println(z);
The output is:
2017-06-24T07:00-07:00[America/Los_Angeles]
But not all the 3-letter timezone names will be recognized by the API and will throw an exception.
Anyway, there are other timezones that also are in PDT (like America/Vancouver) - you can get a list of all by calling ZoneId.getAvailableZoneIds(). If you want to use a different timezone as the default, you can create a set of preferred zones and build a formatter with this set:
Set<ZoneId> preferredZones = new HashSet<>();
// set America/Vancouver as preferred zone
preferredZones.add(ZoneId.of("America/Vancouver"));
DateTimeFormatter fmt = new DateTimeFormatterBuilder()
// pattern
.appendPattern("MM/dd/yyyy hh:mm a (")
// append timezone with set of prefered zones
.appendZoneText(TextStyle.SHORT, preferredZones)
// finish the pattern
.appendPattern(")")
// create formatter
.toFormatter();
System.out.println(ZonedDateTime.parse("06/24/2017 07:00 AM (PDT)", fmt));
The API will use the preferred zones set (in this case, America/Vancouver) instead of the default (America/Los_Angeles). The output will be:
2017-06-24T07:00-07:00[America/Vancouver]
It's not clear where the input String's come from. If you can't control their format, then you have no choice: they need to be parsed this way. Then you can convert it to another timezone using the withZoneSameInstant method:
// parse the input string
ZonedDateTime z = ZonedDateTime.parse("06/24/2017 07:00 AM (PDT)", fmt);
// convert to another timezone
ZonedDateTime other = z.withZoneSameInstant(ZoneId.of("America/Sao_Paulo")); // 2017-06-24T11:00-03:00[America/Sao_Paulo]
The value of other will be 2017-06-24T11:00-03:00[America/Sao_Paulo].
But if you can control the output, it's always better (IMO) to internally work with UTC (java.time.Instant), and convert to some timezone only when displaying to users:
// convert ZonedDateTime to instant
ZonedDateTime z = // parse input
// convert to UTC (Instant is always in UTC)
Instant instant = z.toInstant();
// internally work with instant (as it's always in UTC)
// convert instant to some timezone only when necessary (like displaying to users)
ZonedDateTime converted = instant.atZone(ZoneId.of("Europe/London"));