Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Founded in 2015, Constructor is an AI-powered search and product discovery platform built specifically for enterprise e-commerce businesses. The company utilizes real-time clickstream data and machine learning to deliver personalized product recommendations, site search results, and category browse experiences. By optimizing search outcomes for key retail metrics like revenue and conversion rather than simple keyword matching, it helps major online retailers increase sales and improve customer retention.
Technologies
Tech DNA
Python
SQL
JavaScript
FastAPI
React.js
Django
PostgreSQL
ClickHouse
MySQL
AWS
Azure
GCP
LLM
Claude
AI/ML
Python
SQL
C++
AWS
CI/CD
Spark
NumPy
Terraform
Azure
GCP
pySpark
PostgreSQL
AI Agents
CloudFormation
GitHub Actions
Grafana
Jenkins
Prometheus
GitHub
Amazon CloudWatch
Embeddings
LLM
PagerDuty
Vector
ClickHouse
MySQL
Tokenization
dbt
Platform Engineering
Kubernetes
VictoriaMetrics
Databricks
OpenSearch
Fine-tuning
PyTorch
Reranking
Reinforcement Learning
Scikit-learn
Recommender Systems
Feature Store
AWS Lambda
Google BigQuery
Milvus
pgvector
Qdrant
Weaviate
ElasticSearch
Presto
Multimodal AI
NLP
Claude
Claude Code
CircleCI
Docker
Pulumi
Amazon ECS
Amazon S3
DynamoDB
QA
JavaScript
TypeScript
Go
C#
Java
Pytest
Sentry
Postman
Playwright
Security
Rust
GDPR
ISO 27001
Okta
SOC 2
Least Privilege
Other
A/B Testing
FastAPI
ETL/ELT
React.js
GA4
Django
Flask
Plotly
Pure Data
Slack
Rest API
Salesforce
HubSpot
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
22 jobs
Required
$120k
-33% vs market
A/B Testing
21 job
Required
$120k
-40% vs market
SQL
14 jobs
Required
$120k
-15% vs market
AWS
11 jobs
Required
$120k
-35% vs market
CI/CD
7 jobs
Required
$120k
-25% vs market
Spark
6 jobs
Required
$120k
-34% vs market
GCP
6 jobs
Required
$120k
-37% vs market
Azure
6 jobs
Required
$120k
-28% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
JavaScript
16%
SQL
15%
CI/CD
15%
AWS
15%
Kubernetes
14%
Share of companies in the same industry that use each technology.
Stack changes
Least Privilege
Aug 2026
Feature Store
Aug 2026
Amazon CloudWatch
Aug 2026
GitHub
Aug 2026
Amazon S3
Aug 2026
Amazon ECS
Aug 2026
ETL/ELT
Aug 2026
Recommender Systems
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Adobe
Salesforce
Booz Allen Hamilton
Citi
Weekday
Salary insights
Compensation ranges based on this company's open jobs
Median
$120k
Typical range
$110k – $130k
Open positions
25
18
Jobs
Senior
83.3%
Staff
16.7%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Senior | 15 | $120k | $110k – $120k |
| Staff | 3 | $130k | $110k – $130k |
Highest paying role
Engineering Manager: Offsite Discovery
$130k
Normalized to USD per year
Growth
Hiring Momentum
57/100
Growing
Open positions
33
2 opened / 11 closed in 30 days
Median time-to-fill
65 days
faster than 24% of the market
ATS activity
Every ~1 days
08/31/2026
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.
Backend
32% ▼
Analytics
16% ▲
DevOps
13% ▲
Product
10% ▲
Management
10% ▲
AI/ML
6%
Activity Timeline
Added Presto to stack
Aug 2026
Added Pure Data to stack
Aug 2026
Added dbt to stack
Aug 2026
Added Slack to stack
Aug 2026
Added VictoriaMetrics to stack
Aug 2026
Added ElasticSearch to stack
Aug 2026
Added Weaviate to stack
Aug 2026
Added Qdrant to stack
Aug 2026
Added pgvector to stack
Aug 2026
Added OpenSearch to stack
Aug 2026
Added Milvus to stack
Aug 2026
Added Kubernetes to stack
Aug 2026
Jobs
Remote • Full-Time • 4+ years exp
JavaScript
A/B Testing
Management
Slack
Apply
≈ $89k – $198k per year (Estimated) • Remote • Full-Time • 5+ years exp
JavaScript
TypeScript
React.js
Analytics
ETL/ELT
Apply
$80k – $110k per year • Remote • Full-Time • 5+ years exp
AI Agents
Apply
Platform Engineer
16 days ago$80k – $120k per year • Remote • Full-Time • 5+ years exp
OpenSearch
DevOps
AWS
CI/CD
GitHub Actions
Grafana
Jenkins
Kubernetes
Terraform
VictoriaMetrics
GitHub
Apply
$80k – $120k per year • Remote • Full-Time • 3+ years exp
ElasticSearch
DevOps
AWS
CI/CD
CloudFormation
Platform Engineering
Prometheus
Terraform
VictoriaMetrics
Apply
$80k – $120k per year • Remote • Full-Time • 5+ years exp
C++
Go
Python
Rust
Milvus
OpenSearch
pgvector
Qdrant
Weaviate
PostgreSQL
DevOps
AWS
Azure
GCP
Kubernetes
Platform Engineering
Terraform
Vector
Apply
Senior Product Analyst
26 days ago$80k – $120k per year • Equity • Remote • Full-Time • Brazil
Python
SQL
NumPy
Analytics
A/B Testing
Apply
Senior Analytics Engineer
30 days ago$80k – $120k per year • Equity • Remote • Full-Time • Brazil
Python
SQL
dbt
Apply
$80k – $120k per year • Remote • Full-Time
Python
SQL
dbt
Game Dev
Pure Data
Analytics
A/B Testing
Apply
$80k – $120k per year • Remote • Full-Time
Python
SQL
NumPy
Analytics
A/B Testing
Apply
$80k – $120k per year • Remote • Full-Time
Python
SQL
NumPy
Scikit-learn
Analytics
A/B Testing
Apply
Senior Product Manager: Recall
2 months ago≈ $132k – $226k per year (Estimated) • Equity • Remote • Bachelor's Degree
Embeddings
LLM
Tokenization
DevOps
Vector
Apply
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