From a strict halachic point of view: If one hires Jewish full-day workers, they have to be sent home on Friday early enough to arrive home with enough time to do the following: Fill a barrel of water, roast a small fish, light the Shabbat candle*. (Source: Choshen Mishpat 331:1. See below for full-text and translation as per Sefaria.)
Of course, way back when this was codified, the workers lived within walking distance to their homes. They knew precisely how long it would take them to get home.
Nowadays, when planning one's Friday work schedule, one must consider worst-case scenarios, unless one works within walking distance of home. These scenarios include: unheard-of traffic, blizzards, vehicle breakdowns, accidents, and other potential delays.
So a common arrangement would be to get permission to leave X hours before sunset. This is because, depending on your location and the season, Friday noon may be just 2–3 hours before sunset, or as many as 8–9 hours.
So: In summer you can leave work later; in winter you leave earlier.
Shulchan Aruch, Choshen Mishpat, Section 331:1
השוכר פועלים ינהג עמהם כמנהג המדינה ובו ג"ס:
השוכר את הפועלים ואמר להם להשכים ולהעריב מקום שנהגו שלא להשכים ושלא להעריב אינו יכול לכופן אפילו הוסיף על שכרן כיון שלא התנה כן בשעה ששכרן:
הגה לא היה מנהג בעיר או שאמר להן אני שוכר אתכם כדין תורה חייבין לצאת מביתם בזריחת השמש ולעשות מלאכה עד צאת הכוכבים (טור ס"ד) ובערב שבת מקדים עצמו לביתו שיוכל למלאות לו חביות של מים ולצלות לו דג קטן ולהדליק את הנר (שם ס"ה בשם הירושלמי) :
One who hires workers and said to them "work from dawn till dusk", cannot force them to do so if that is not the custom of the area, even if he adds to their salary. This is because he did not make this stipulation at the moment he hired them.
Rema: If there was not a particular custom in the city or that he said to them "I hire you according to Torah law and you are obligated to leave from your houses at sunrise and work until nightfall" (Tur 331:4). On the eve of Shabbat the worker goes home early so he can fill a barrel of water and roast a small fish and light the Shabbat candles (Tur 331:5 based on the Talmud Yerushalmi).