Skill report · Machine Learning & AI
Time Series Forecasting: demand in job postings
Time Series Forecasting is named in 2% of the 28,652 tech job postings Mettlespark read in the United States and Canada over the last 180 days (680 postings), most often for Data Scientist at 18%, Applied Scientist at 6% and Machine Learning Engineer at 6%. When a posting names it, 81% list it as required.
From 28,652 postings in the United States and Canada, April 23, 2026 to October 20, 2026. Updated October 20, 2026. How we count
- Postings naming it
- 6802% of all postings
- Required when named
- 81%rather than nice to have
- Senior level or above
- 61%of the postings naming it
- Time to learn
- about 45 hoursfrom zero to job-ready, Mettlespark's estimate
Over time
Its share of postings has held steady since October 2023, comparing like with like.
The roles that ask for it most
The share of each role's postings that name Time Series Forecasting.
| Role | Share of the role's postings |
|---|---|
| Data Scientist | |
| Applied Scientist | |
| Machine Learning Engineer | |
| MLOps Engineer | |
| Analytics Engineer | |
| Data Engineer | |
| Research Scientist (ML) | |
| Product Analyst |
Often asked for alongside
The share of postings naming Time Series Forecasting that also name each.
- Python76%
- Machine Learning72%
- Statistics53%
- SQL53%
- AWS39%
- LLMs33%
Industries
Where the postings naming it come from.
- Banking & Financial Services16%
- Manufacturing & Industrial10%
- Healthcare7%
- AI Research & Foundation Models6%
Learn first
What Mettlespark's learning plans put before Time Series Forecasting:
Quick answers
Is Time Series Forecasting in demand?
Time Series Forecasting is named in 2% of tech job postings in the United States and Canada over the last 180 days, 680 postings, and required in 81% of those. Its share of postings has held steady since October 2023, comparing like with like.
Which jobs ask for Time Series Forecasting?
Data Scientist, Applied Scientist, Machine Learning Engineer and MLOps Engineer postings name it most often: 18% of Data Scientist postings, 6% of Applied Scientist postings, 6% of Machine Learning Engineer postings.
What skills go with Time Series Forecasting?
Postings that name Time Series Forecasting most often also name Python, Machine Learning, Statistics and SQL.
What should I learn before Time Series Forecasting?
Mettlespark's learning plans put Statistics first.
How long does it take to learn Time Series Forecasting?
About 45 hours from zero to job-ready, by Mettlespark's estimate; less with the prerequisites already in hand.