WEBVTT

1
00:00:00.310 --> 00:00:02.430
If you build a job board, research tool

2
00:00:02.560 --> 00:00:04.670
or workforce dashboard, collecting

3
00:00:04.850 --> 00:00:06.560
records from different public portals

4
00:00:06.690 --> 00:00:08.490
can become a product of its own.

5
00:00:08.850 --> 00:00:10.640
LaborCurrent offers another starting

6
00:00:10.820 --> 00:00:13.470
point: structured workforce data through

7
00:00:13.520 --> 00:00:14.330
an API.

8
00:00:14.600 --> 00:00:16.210
In this walkthrough, we’ll look at how

9
00:00:16.260 --> 00:00:18.420
to choose a request, understand access

10
00:00:18.730 --> 00:00:20.930
limits, and keep a useful source trail

11
00:00:20.980 --> 00:00:22.750
inside the product you are building.

12
00:00:23.672 --> 00:00:25.282
Begin with one question your product

13
00:00:25.462 --> 00:00:26.422
needs to answer.

14
00:00:26.842 --> 00:00:29.362
For a regional workforce dashboard, that

15
00:00:29.452 --> 00:00:31.512
might be recent layoff notices in a

16
00:00:31.562 --> 00:00:32.662
selected state.

17
00:00:32.992 --> 00:00:34.702
The reference groups the endpoints by

18
00:00:34.752 --> 00:00:37.042
dataset, so you can start small before

19
00:00:37.262 --> 00:00:38.802
joining additional sources.

20
00:00:39.262 --> 00:00:41.902
Look for the fields and filters your

21
00:00:41.952 --> 00:00:43.772
workflow actually needs.

22
00:00:44.332 --> 00:00:46.892
This is employer-event data, not a list

23
00:00:46.982 --> 00:00:48.642
of individual candidates or their

24
00:00:48.692 --> 00:00:49.792
contact details.

25
00:00:50.786 --> 00:00:52.606
Here is the shape of a request.

26
00:00:52.986 --> 00:00:55.226
The API key belongs in the documented

27
00:00:55.406 --> 00:00:57.516
header, and the parameters narrow the

28
00:00:57.566 --> 00:00:58.976
data you ask for.

29
00:00:59.446 --> 00:01:01.286
Send your requests to laborcurrent dot

30
00:01:01.336 --> 00:01:04.166
com, using the endpoint shown in the API

31
00:01:04.206 --> 00:01:04.986
reference.

32
00:01:05.366 --> 00:01:07.966
Start with a small request, inspect the

33
00:01:08.016 --> 00:01:09.766
returned fields, and keep the source

34
00:01:09.906 --> 00:01:11.276
link with each record.

35
00:01:11.696 --> 00:01:13.716
Keep credentials out of screenshots,

36
00:01:13.896 --> 00:01:16.256
browser links and shared examples.

37
00:01:17.085 --> 00:01:18.815
Before wiring this into production,

38
00:01:19.105 --> 00:01:21.175
inspect a small response or the public

39
00:01:21.355 --> 00:01:22.025
sample.

40
00:01:22.335 --> 00:01:24.495
Check how the employer is named, how

41
00:01:24.545 --> 00:01:26.155
dates are represented, and how the

42
00:01:26.205 --> 00:01:27.485
source is carried through.

43
00:01:27.815 --> 00:01:29.835
Decide what your application will show

44
00:01:30.015 --> 00:01:31.855
when a field is missing or a query

45
00:01:32.035 --> 00:01:33.545
returns no matches.

46
00:01:33.925 --> 00:01:35.715
Keep the source reference with the

47
00:01:35.765 --> 00:01:38.015
record, so a user can move from your

48
00:01:38.055 --> 00:01:40.815
summary back to the evidence behind it.

49
00:01:41.774 --> 00:01:44.934
Next, match access to your use case.

50
00:01:45.304 --> 00:01:47.104
The pricing page separates request

51
00:01:47.194 --> 00:01:50.294
limits, history, freshness and export

52
00:01:50.384 --> 00:01:51.214
formats.

53
00:01:51.594 --> 00:01:53.884
A small evaluation and a production feed

54
00:01:53.974 --> 00:01:54.874
have different needs.

55
00:01:55.094 --> 00:01:57.564
If your interface is an AI tool, review

56
00:01:57.794 --> 00:01:59.334
the MCP guide too.

57
00:01:59.624 --> 00:02:01.914
MCP exposes data tools under the

58
00:02:02.004 --> 00:02:04.434
account’s access rules; it does not turn

59
00:02:04.474 --> 00:02:06.744
a limited key into unlimited access.

60
00:02:07.214 --> 00:02:08.784
Follow its current authentication

61
00:02:08.964 --> 00:02:10.944
instructions rather than assuming every

62
00:02:11.074 --> 00:02:12.954
client setting works the same way.

63
00:02:13.794 --> 00:02:15.904
For a first integration, keep the goal

64
00:02:15.994 --> 00:02:18.464
concrete: retrieve relevant records,

65
00:02:18.684 --> 00:02:20.844
show their dates and sources, and handle

66
00:02:21.024 --> 00:02:22.934
limits and empty results cleanly.

67
00:02:23.264 --> 00:02:25.294
Once that works, decide whether you need

68
00:02:25.384 --> 00:02:27.624
another dataset, exports or a

69
00:02:27.674 --> 00:02:28.934
higher-volume plan.

70
00:02:29.264 --> 00:02:31.554
Start at the documentation, review the

71
00:02:31.594 --> 00:02:33.714
current terms of the free account, and

72
00:02:33.754 --> 00:02:35.734
test the smallest workflow that would

73
00:02:35.824 --> 00:02:37.524
genuinely help your users.

74
00:02:38.024 --> 00:02:40.084
Build from evidence you can inspect.

