01
Occupation demand
Data scientists
NOC 21211 · British Columbia
- Job Bank outlook
- Connected
- COPS projection
- Connected
- Demand signals
- Connected
Evidence connected
Launch a new program
Turn a program idea into an evidence-led proposal.
Connect occupational demand, existing supply, and competitive position before the proposal reaches the planning table.
CredScapeLaunch case
Planning question
British ColumbiaShould we launch an applied data analytics certificate?
02
Existing supply
Related offerings
Semantic search · focused filters
- Certificates
- 12
- Micro-credentials
- 7
- Courses
- 5
Evidence connected
03
Market position
Proposal range
Selected comparable set
- Price band
- $2.4k–$4.8k
- Typical duration
- 8–16 weeks
- Leading format
- Online
Evidence connected
Build the case in the order the decision needs.
Demand. Supply. Position.
Each stage sharpens the next, so the final proposal carries a connected line of evidence.
Demand
Frame the occupation and geography with Job Bank outlooks, COPS projections, demand signals, and matched local supply.
Supply
Find related offerings across the corpus with semantic search and focused market filters.
Position
Compare credential, delivery, duration, audience, and price across a selected set.
Context
Read the proposal against direct-crawl market composition and price medians in Trends.
Labour-market case
Start with the occupation and the place.
Look up the occupation by NOC code, choose the province, and bring the available outlook, projections, demand signals, and local supply into the same view.
This gives the team a defined labour-market question before program concepts and formats enter the conversation.
Labour-market evidence
OccupationData scientists
NOC 21211 · British Columbia
Job Bank outlookProvincial viewConnected
COPS projectionLong-range contextConnected
Demand signalsCurrent indicatorsConnected
Matched local supplyRelated credentialsConnected
Existing supply
Map the programs learners can already choose.
Search with occupation language, subject terms, audiences, and related concepts. Hybrid retrieval connects full-text matches with semantic similarity across provider descriptions.
Open the resulting records to examine credential type, audience, delivery, schedule, duration, price, skills, and collection date.
Related offeringsSemantic search
data analytics for operations
British ColumbiaOnlineCertificate
A
Applied Data AnalyticsProvider A · Certificate
OnlineB
Operations AnalyticsProvider B · Micro-credential
HybridC
Data-Driven Decision MakingProvider C · Course
OnlineGive the proposal an evidence spine.
Four parts, one planning narrative.
Bring each view into the internal proposal with its criteria and source context intact.
- 01
Labour-market case
The occupation, geography, outlook, projections, and demand signals behind the opportunity.
- 02
Existing supply
The relevant offerings, providers, formats, and audiences already present in the market.
- 03
Comparable set
A reviewed short list with the criteria and source records behind every inclusion.
- 04
Market position
A clear view of price, duration, credential form, and delivery choices for discussion.
Platform catalogue records support discovery. Direct-crawl records supply the market composition measures used in Trends.
Bring the idea. Build the evidence around it.
Walk through demand, supply, and market position with a CredScape data expert.