diff --git a/backend/employed/Pipfile b/backend/employed/Pipfile
deleted file mode 100644
index 125f293..0000000
--- a/backend/employed/Pipfile
+++ /dev/null
@@ -1,18 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-clean-text = "*"
-unidecode = "*"
-beautifulsoup4 = "*"
-requests = "*"
-numpy = "*"
-pydantic = "*"
-python-decouple = "*"
-
-[dev-packages]
-
-[requires]
-python_version = "3.10"
diff --git a/backend/employed/Pipfile.lock b/backend/employed/Pipfile.lock
deleted file mode 100644
index 1eda3d2..0000000
--- a/backend/employed/Pipfile.lock
+++ /dev/null
@@ -1,279 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "13e23f9c96a61065ee55591b7eeac00b79ca5396b0b51e792734ce03e6465ff5"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.10"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "beautifulsoup4": {
-            "hashes": [
-                "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da",
-                "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"
-            ],
-            "index": "pypi",
-            "version": "==4.12.2"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
-                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
-            ],
-            "index": "pypi",
-            "version": "==2023.7.22"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:04e57ab9fbf9607b77f7d057974694b4f6b142da9ed4a199859d9d4d5c63fe96",
-                "sha256:09393e1b2a9461950b1c9a45d5fd251dc7c6f228acab64da1c9c0165d9c7765c",
-                "sha256:0b87549028f680ca955556e3bd57013ab47474c3124dc069faa0b6545b6c9710",
-                "sha256:1000fba1057b92a65daec275aec30586c3de2401ccdcd41f8a5c1e2c87078706",
-                "sha256:1249cbbf3d3b04902ff081ffbb33ce3377fa6e4c7356f759f3cd076cc138d020",
-                "sha256:1920d4ff15ce893210c1f0c0e9d19bfbecb7983c76b33f046c13a8ffbd570252",
-                "sha256:193cbc708ea3aca45e7221ae58f0fd63f933753a9bfb498a3b474878f12caaad",
-                "sha256:1a100c6d595a7f316f1b6f01d20815d916e75ff98c27a01ae817439ea7726329",
-                "sha256:1f30b48dd7fa1474554b0b0f3fdfdd4c13b5c737a3c6284d3cdc424ec0ffff3a",
-                "sha256:203f0c8871d5a7987be20c72442488a0b8cfd0f43b7973771640fc593f56321f",
-                "sha256:246de67b99b6851627d945db38147d1b209a899311b1305dd84916f2b88526c6",
-                "sha256:2dee8e57f052ef5353cf608e0b4c871aee320dd1b87d351c28764fc0ca55f9f4",
-                "sha256:2efb1bd13885392adfda4614c33d3b68dee4921fd0ac1d3988f8cbb7d589e72a",
-                "sha256:2f4ac36d8e2b4cc1aa71df3dd84ff8efbe3bfb97ac41242fbcfc053c67434f46",
-                "sha256:3170c9399da12c9dc66366e9d14da8bf7147e1e9d9ea566067bbce7bb74bd9c2",
-                "sha256:3b1613dd5aee995ec6d4c69f00378bbd07614702a315a2cf6c1d21461fe17c23",
-                "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace",
-                "sha256:3bb7fda7260735efe66d5107fb7e6af6a7c04c7fce9b2514e04b7a74b06bf5dd",
-                "sha256:41b25eaa7d15909cf3ac4c96088c1f266a9a93ec44f87f1d13d4a0e86c81b982",
-                "sha256:45de3f87179c1823e6d9e32156fb14c1927fcc9aba21433f088fdfb555b77c10",
-                "sha256:46fb8c61d794b78ec7134a715a3e564aafc8f6b5e338417cb19fe9f57a5a9bf2",
-                "sha256:48021783bdf96e3d6de03a6e39a1171ed5bd7e8bb93fc84cc649d11490f87cea",
-                "sha256:4957669ef390f0e6719db3613ab3a7631e68424604a7b448f079bee145da6e09",
-                "sha256:5e86d77b090dbddbe78867a0275cb4df08ea195e660f1f7f13435a4649e954e5",
-                "sha256:6339d047dab2780cc6220f46306628e04d9750f02f983ddb37439ca47ced7149",
-                "sha256:681eb3d7e02e3c3655d1b16059fbfb605ac464c834a0c629048a30fad2b27489",
-                "sha256:6c409c0deba34f147f77efaa67b8e4bb83d2f11c8806405f76397ae5b8c0d1c9",
-                "sha256:7095f6fbfaa55defb6b733cfeb14efaae7a29f0b59d8cf213be4e7ca0b857b80",
-                "sha256:70c610f6cbe4b9fce272c407dd9d07e33e6bf7b4aa1b7ffb6f6ded8e634e3592",
-                "sha256:72814c01533f51d68702802d74f77ea026b5ec52793c791e2da806a3844a46c3",
-                "sha256:7a4826ad2bd6b07ca615c74ab91f32f6c96d08f6fcc3902ceeedaec8cdc3bcd6",
-                "sha256:7c70087bfee18a42b4040bb9ec1ca15a08242cf5867c58726530bdf3945672ed",
-                "sha256:855eafa5d5a2034b4621c74925d89c5efef61418570e5ef9b37717d9c796419c",
-                "sha256:8700f06d0ce6f128de3ccdbc1acaea1ee264d2caa9ca05daaf492fde7c2a7200",
-                "sha256:89f1b185a01fe560bc8ae5f619e924407efca2191b56ce749ec84982fc59a32a",
-                "sha256:8b2c760cfc7042b27ebdb4a43a4453bd829a5742503599144d54a032c5dc7e9e",
-                "sha256:8c2f5e83493748286002f9369f3e6607c565a6a90425a3a1fef5ae32a36d749d",
-                "sha256:8e098148dd37b4ce3baca71fb394c81dc5d9c7728c95df695d2dca218edf40e6",
-                "sha256:94aea8eff76ee6d1cdacb07dd2123a68283cb5569e0250feab1240058f53b623",
-                "sha256:95eb302ff792e12aba9a8b8f8474ab229a83c103d74a750ec0bd1c1eea32e669",
-                "sha256:9bd9b3b31adcb054116447ea22caa61a285d92e94d710aa5ec97992ff5eb7cf3",
-                "sha256:9e608aafdb55eb9f255034709e20d5a83b6d60c054df0802fa9c9883d0a937aa",
-                "sha256:a103b3a7069b62f5d4890ae1b8f0597618f628b286b03d4bc9195230b154bfa9",
-                "sha256:a386ebe437176aab38c041de1260cd3ea459c6ce5263594399880bbc398225b2",
-                "sha256:a38856a971c602f98472050165cea2cdc97709240373041b69030be15047691f",
-                "sha256:a401b4598e5d3f4a9a811f3daf42ee2291790c7f9d74b18d75d6e21dda98a1a1",
-                "sha256:a7647ebdfb9682b7bb97e2a5e7cb6ae735b1c25008a70b906aecca294ee96cf4",
-                "sha256:aaf63899c94de41fe3cf934601b0f7ccb6b428c6e4eeb80da72c58eab077b19a",
-                "sha256:b0dac0ff919ba34d4df1b6131f59ce95b08b9065233446be7e459f95554c0dc8",
-                "sha256:baacc6aee0b2ef6f3d308e197b5d7a81c0e70b06beae1f1fcacffdbd124fe0e3",
-                "sha256:bf420121d4c8dce6b889f0e8e4ec0ca34b7f40186203f06a946fa0276ba54029",
-                "sha256:c04a46716adde8d927adb9457bbe39cf473e1e2c2f5d0a16ceb837e5d841ad4f",
-                "sha256:c0b21078a4b56965e2b12f247467b234734491897e99c1d51cee628da9786959",
-                "sha256:c1c76a1743432b4b60ab3358c937a3fe1341c828ae6194108a94c69028247f22",
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-                "sha256:c57921cda3a80d0f2b8aec7e25c8aa14479ea92b5b51b6876d975d925a2ea346",
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-                "sha256:ccd16eb18a849fd8dcb23e23380e2f0a354e8daa0c984b8a732d9cfaba3a776d",
-                "sha256:cd6dbe0238f7743d0efe563ab46294f54f9bc8f4b9bcf57c3c666cc5bc9d1299",
-                "sha256:d62e51710986674142526ab9f78663ca2b0726066ae26b78b22e0f5e571238dd",
-                "sha256:db901e2ac34c931d73054d9797383d0f8009991e723dab15109740a63e7f902a",
-                "sha256:e03b8895a6990c9ab2cdcd0f2fe44088ca1c65ae592b8f795c3294af00a461c3",
-                "sha256:e1c8a2f4c69e08e89632defbfabec2feb8a8d99edc9f89ce33c4b9e36ab63037",
-                "sha256:e4b749b9cc6ee664a3300bb3a273c1ca8068c46be705b6c31cf5d276f8628a94",
-                "sha256:e6a5bf2cba5ae1bb80b154ed68a3cfa2fa00fde979a7f50d6598d3e17d9ac20c",
-                "sha256:e857a2232ba53ae940d3456f7533ce6ca98b81917d47adc3c7fd55dad8fab858",
-                "sha256:ee4006268ed33370957f55bf2e6f4d263eaf4dc3cfc473d1d90baff6ed36ce4a",
-                "sha256:eef9df1eefada2c09a5e7a40991b9fc6ac6ef20b1372abd48d2794a316dc0449",
-                "sha256:f058f6963fd82eb143c692cecdc89e075fa0828db2e5b291070485390b2f1c9c",
-                "sha256:f25c229a6ba38a35ae6e25ca1264621cc25d4d38dca2942a7fce0b67a4efe918",
-                "sha256:f2a1d0fd4242bd8643ce6f98927cf9c04540af6efa92323e9d3124f57727bfc1",
-                "sha256:f7560358a6811e52e9c4d142d497f1a6e10103d3a6881f18d04dbce3729c0e2c",
-                "sha256:f779d3ad205f108d14e99bb3859aa7dd8e9c68874617c72354d7ecaec2a054ac",
-                "sha256:f87f746ee241d30d6ed93969de31e5ffd09a2961a051e60ae6bddde9ec3583aa"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==3.2.0"
-        },
-        "clean-text": {
-            "hashes": [
-                "sha256:4fedb156042f192cdef9ed5324b281465f1116aba96791e9289384a2e6bec4da",
-                "sha256:8374b385fc2a26e06383f62aed076fa6be115e5832239e2a7fd8b344fa8d2ab2"
-            ],
-            "index": "pypi",
-            "version": "==0.6.0"
-        },
-        "emoji": {
-            "hashes": [
-                "sha256:65c54533ea3c78f30d0729288998715f418d7467de89ec258a31c0ce8660a1d1"
-            ],
-            "version": "==1.7.0"
-        },
-        "ftfy": {
-            "hashes": [
-                "sha256:0ffd33fce16b54cccaec78d6ec73d95ad370e5df5a25255c8966a6147bd667ca",
-                "sha256:bfc2019f84fcd851419152320a6375604a0f1459c281b5b199b2cd0d2e727f8f"
-            ],
-            "markers": "python_version >= '3.7' and python_version < '4'",
-            "version": "==6.1.1"
-        },
-        "idna": {
-            "hashes": [
-                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
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-            ],
-            "markers": "python_version >= '3.5'",
-            "version": "==3.4"
-        },
-        "numpy": {
-            "hashes": [
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-                "sha256:f21c442fdd2805e91799fbe044a7b999b8571bb0ab0f7850d0cb9641a687092b"
-            ],
-            "index": "pypi",
-            "version": "==1.24.3"
-        },
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-                "sha256:d111a21bbbfd85c17248130deac02bbd9b5e20b303338e0dbe0faa78330e37e0",
-                "sha256:e1aa5c2410769ca28aa9a7841b80d9d9a1c5f223928ca8bec7e7c9a34d26b1d4",
-                "sha256:e692dec4a40bfb40ca530e07805b1208c1de071a18d26af4a2a0d79015b352ca",
-                "sha256:e7c9900b43ac14110efa977be3da28931ffc74c27e96ee89fbcaaf0b0fe338e1",
-                "sha256:eec39224b2b2e861259d6f3c8b6290d4e0fbdce147adb797484a42278a1a486f",
-                "sha256:f0b7628fb8efe60fe66fd4adadd7ad2304014770cdc1f4934db41fe46cc8825f",
-                "sha256:f50e1764ce9353be67267e7fd0da08349397c7db17a562ad036aa7c8f4adfdb6",
-                "sha256:fab81a92f42d6d525dd47ced310b0c3e10c416bbfae5d59523e63ea22f82b31e"
-            ],
-            "index": "pypi",
-            "version": "==1.10.9"
-        },
-        "python-decouple": {
-            "hashes": [
-                "sha256:ba6e2657d4f376ecc46f77a3a615e058d93ba5e465c01bbe57289bfb7cce680f",
-                "sha256:d0d45340815b25f4de59c974b855bb38d03151d81b037d9e3f463b0c9f8cbd66"
-            ],
-            "index": "pypi",
-            "version": "==3.8"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f",
-                "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"
-            ],
-            "index": "pypi",
-            "version": "==2.31.0"
-        },
-        "soupsieve": {
-            "hashes": [
-                "sha256:1c1bfee6819544a3447586c889157365a27e10d88cde3ad3da0cf0ddf646feb8",
-                "sha256:89d12b2d5dfcd2c9e8c22326da9d9aa9cb3dfab0a83a024f05704076ee8d35ea"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.4.1"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36",
-                "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==4.7.1"
-        },
-        "unidecode": {
-            "hashes": [
-                "sha256:547d7c479e4f377b430dd91ac1275d593308dce0fc464fb2ab7d41f82ec653be",
-                "sha256:fed09cf0be8cf415b391642c2a5addfc72194407caee4f98719e40ec2a72b830"
-            ],
-            "index": "pypi",
-            "version": "==1.3.6"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11",
-                "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.0.4"
-        },
-        "wcwidth": {
-            "hashes": [
-                "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e",
-                "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
-            ],
-            "version": "==0.2.6"
-        }
-    },
-    "develop": {}
-}
diff --git a/backend/employed/README.md b/backend/employed/README.md
deleted file mode 100644
index 9fec5d8..0000000
--- a/backend/employed/README.md
+++ /dev/null
@@ -1,3 +0,0 @@
-# Employees
-This is a scraper that was previously responsible for scraping the employee data for people from DIKU.
-It is no longer used since we acquired our data with another method. The code remains for eventual salvage if we are to add a way of seeing the lecturers or TAs in various courses.
diff --git a/backend/employed/__pycache__/scraper.cpython-311.pyc b/backend/employed/__pycache__/scraper.cpython-311.pyc
deleted file mode 100644
index 8a774c8..0000000
Binary files a/backend/employed/__pycache__/scraper.cpython-311.pyc and /dev/null differ
diff --git a/backend/employed/main.py b/backend/employed/main.py
deleted file mode 100644
index b24ec42..0000000
--- a/backend/employed/main.py
+++ /dev/null
@@ -1,9 +0,0 @@
-from scraper import get_diku_staff
-import json
-
-DATA_DIR = "../../data/"
-
-if __name__ == "__main__":
-    staff = get_diku_staff()
-    with open(DATA_DIR + "employed.json", "w") as outfile:
-        outfile.write(staff.to_json(orient="records"))
diff --git a/backend/employed/scraper.py b/backend/employed/scraper.py
deleted file mode 100644
index 4db1afc..0000000
--- a/backend/employed/scraper.py
+++ /dev/null
@@ -1,55 +0,0 @@
-import os
-import time
-import requests
-from bs4 import BeautifulSoup
-import pandas as pd
-import re
-
-# this module is responsible for scraping the pages and caching them
-
-DIKU_URL = "https://di.ku.dk/english/staff/"
-
-
-def deobfuscate_email(soup):
-    """
-    Deobfuscates an email from a soup
-    """
-    try:
-        onclick = soup.find("a")["onclick"]
-        # remove single quotes, + signs and spaces using regex
-        onclick = re.sub(r"['+ ]", "", onclick)
-        # email is immediately after mailto: and ends at ;
-        email = re.search(r"mailto:(.*?);", onclick).group(1)
-        return email
-    except Exception as e:
-        return "ERROR"
-
-
-def process_tr(tr):
-    """
-    Processes a tr tag from the staff table
-    """
-    # Get the name
-    tds = tr.find_all("td")
-    name = tds[0].text.strip()
-    title = tds[1].text.strip()
-    phone = tds[2].text.strip()
-    email = deobfuscate_email(tds[3])
-    return {"name": name, "title": title, "phone": phone, "email": email}
-
-
-def get_diku_staff(url: str = DIKU_URL):
-    """
-    Returns a table of all the staff at DIKU, with the following columns:
-    - name
-    - title
-    - phone?
-    - email
-    """
-    soup = BeautifulSoup(requests.get(url).text, "html.parser")
-    # find tbody
-    tbody = soup.find("tbody")
-
-    # make table
-    table = pd.DataFrame([process_tr(tr) for tr in tbody.find_all("tr")])
-    return table