Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Transform your organization's workforce strategy with FutureFit AI's enterprise solutions. Our AI technology powers scalable talent development and mobility initiatives.
Technologies
Tech DNA
Python
SQL
Node JS
PyTorch
React.js
PostgreSQL
Amazon Redshift
Snowflake
AWS
Amazon SageMaker
Amazon S3
LLM
AI/ML
Python
SQL
AWS
PostgreSQL
Amazon Redshift
dbt
Amazon SageMaker
GitHub
NLP
Scikit-learn
LLM
AI Agents
Snowflake
CI/CD
GitHub Actions
Vercel
Amazon S3
IAM
PyTorch
Feature Store
Frontend
Node JS
TypeScript
JavaScript
Figma
Canva
React.js
Other
ETL/ELT
Slack
GraphQL
Jira
Linear
Miro
Notion
Stack modernity
79/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
AWS
5 jobs
Optional
$165k
-11% vs market
PostgreSQL
4 jobs
Optional
$170k
+15% vs market
Python
3 jobs
Required
$155k
-14% vs market
SQL
3 jobs
Required
$155k
+10% vs market
dbt
3 jobs
Required
$155k
-14% vs market
Amazon Redshift
3 jobs
Optional
$155k
-14% vs market
Amazon SageMaker
3 jobs
Optional
$155k
-20% vs market
ETL/ELT
3 jobs
Required
$155k
+3% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
22%
JavaScript
17%
CI/CD
17%
AWS
17%
SQL
16%
TypeScript
15%
Share of companies in the same industry that use each technology.
Stack changes
IAM
Aug 2026
ETL/ELT
Aug 2026
GitHub
Aug 2026
Feature Store
Aug 2026
Amazon SageMaker
Aug 2026
Amazon S3
Aug 2026
Vercel
Aug 2026
Notion
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$163k
Typical range
$155k – $215k
Open positions
8
8
Jobs
Middle
12.5%
Senior
50%
Staff
25%
Architect
12.5%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Middle | 1 | $185k | $185k |
| Senior | 4 | $158k | $155k – $165k |
| Staff | 2 | $188k | $160k – $215k |
| Architect | 1 | $185k | $185k |
Highest paying role
ML Ops Lead
$215k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
8
0 opened / 1 closed in 30 days
ATS activity
Every ~3 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Data Science
25% ▲
AI/ML
13% ▲
Backend
13% ▼
Executive
13% ▲
Product
13% ▼
Design
13% ▼
Activity Timeline
Added IAM to stack
Aug 2026
Added ETL/ELT to stack
Aug 2026
Added GitHub to stack
Aug 2026
Added Feature Store to stack
Aug 2026
Added Amazon SageMaker to stack
Aug 2026
Added Amazon S3 to stack
Aug 2026
Added Vercel to stack
Aug 2026
Added Notion to stack
Aug 2026
Added Miro to stack
Aug 2026
Added Linear to stack
Aug 2026
Added GraphQL to stack
Aug 2026
Added Canva to stack
Aug 2026
Jobs
$150k – $185k per year • In office • Full-Time • PhD
AI Agents
Apply
$125k – $165k per year • In office • Full-Time • 5+ years exp
GraphQL
DevOps
AWS
Vercel
GitHub
IAM
Analytics
ETL/ELT
Design
Canva
Figma
Management
Linear
Miro
Notion
Slack
Apply
Sr. Data Engineer
1 month ago$125k – $155k per year • Remote • 4+ years exp • Bachelor's Degree • Toronto
Python
SQL
Amazon Redshift
PostgreSQL
AI/ML
dbt
NLP
Scikit-learn
Amazon SageMaker
DevOps
AWS
Analytics
ETL/ELT
Apply
$125k – $155k per year • In office • Full-Time • 4+ years exp
Python
SQL
Amazon Redshift
PostgreSQL
AI/ML
dbt
NLP
Scikit-learn
Amazon SageMaker
DevOps
AWS
Analytics
ETL/ELT
Apply
$170k – $215k per year • Remote • Full-Time
Python
SQL
Amazon Redshift
PostgreSQL
AI/ML
dbt
LLM
PyTorch
Amazon SageMaker
Feature Store
DevOps
AWS
CI/CD
GitHub Actions
Amazon S3
GitHub
Apply
$125k – $160k per year • Remote • Full-Time
Snowflake
AI/ML
AI Agents
LLM
Apply
$125k – $160k per year • Remote • Full-Time
Apply
$150k – $185k per year • In office • Full-Time • 3+ years exp
Node JS
TypeScript
JavaScript
PostgreSQL
Frontend
React.js
DevOps
AWS
Design
Figma
Management
Jira
Slack
Apply

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