Sift
sift.com
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Technologies
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Financials
Overview
Sift's fraud prevention platform stops payment fraud and account takeover in real time - with transparent workflows, global data and expert analysts.
News
Sift - Daily News Briefing App
Download Sift - Daily News Briefing by Roshan Roy on the App Store. See screenshots, ratings and reviews, user tips, and more apps like Sift - Daily News…
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Sift: Local Hybrid Search Without the Infrastructure Tax Alex Kwiatkowski
sift is a daemonless, single-binary local search tool that runs a full BM25 + vector + reranking pipeline on demand - no indexing service, no cloud dependency, built for agents and developers who need fast, repeatable retrieval over real corpora.
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Sift: The Dumbphone Companion
My corner of the internet where I try my best to write something that might be somewhat useful for someone else
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Sift Maintains #1 Position Across All Fraud Prevention Categories in G2's Fall 2025 Reports
Sift secures top rankings for second consecutive quarter in Fraud Detection, E-Commerce Fraud Protection, and Risk-Based Authentication...
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Technologies
Tech DNA
Python
Java
SQL
Flink
Ruby on Rails
PyTorch
Google Bigtable
Google BigQuery
Google Cloud Spanner
GCP
AWS
Claude
LLM
Backend
Java
Ruby
Apache Kafka
Ruby on Rails
gRPC
AI/ML
Python
SQL
Scala
GCP
Spark
Kubernetes
Claude
Claude Code
Flink
LLM
AI Agents
Google Bigtable
Databricks
CI/CD
Docker
AWS
pySpark
Pandas
PyTorch
Scikit-learn
TensorFlow
Airflow
Hadoop
XGBoost
Prompt Engineering
Feature Store
Time Series Forecasting
LLM Guardrails
Google BigQuery
Google Cloud Spanner
GraphDB
PostgreSQL
Redis
Snowflake
IAM
Frontend
JavaScript
Sass
React Query
React Router
React.js
Storybook
Other
Cypress
Jest
OWASP Top 10
SOC 2
Threat Modeling
Least Privilege
Stack modernity
85/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
6 jobs
Required
$200k
+11% vs market
GCP
4 jobs
Required
$195k
+3% vs market
Java
4 jobs
Required
$190k
+19% vs market
Spark
3 jobs
Required
$265k
+47% vs market
Kubernetes
3 jobs
Required
$190k
+6% vs market
Apache Kafka
3 jobs
Required
$190k
+27% vs market
AI Agents
2 jobs
Required
$285k
+29% vs market
AWS
2 jobs
Required
$270k
+46% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
JavaScript
15%
CI/CD
15%
SQL
14%
Kubernetes
14%
Share of companies in the same industry that use each technology.
Stack changes
LLM Guardrails
Aug 2026
Least Privilege
Aug 2026
IAM
Aug 2026
AI Agents
Aug 2026
Time Series Forecasting
Aug 2026
Feature Store
Aug 2026
Threat Modeling
Jul 2026
SOC 2
Jul 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Mastercard
General Dynamics Information Technology
Booz Allen Hamilton
Devoteam
Autodesk
Salary insights
Compensation ranges based on this company's open jobs
Median
$195k
Typical range
$180k – $340k
Open positions
6
5
Jobs
Junior
20%
Middle
20%
Senior
40%
Staff
20%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $190k | $190k |
| Middle | 1 | $190k | $190k |
| Senior | 2 | $270k | $200k – $340k |
| Staff | 1 | $180k | $180k |
Highest paying role
Senior Engineering Manager, ML Platform
$340k
Normalized to USD per year
Growth
Hiring Momentum
63/100
Growing
Open positions
7
0 opened / 0 closed in 30 days
ATS activity
Every ~10 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.
AI/ML
29% ▲
Backend
29% ▼
Data Science
14% ▲
Security
14% ▼
Product
14% ▲
Activity Timeline
New location: Seattle
Aug 2026
Added Threat Modeling to stack
Jul 2026
Added SOC 2 to stack
Jul 2026
Added OWASP Top 10 to stack
Jul 2026
Added AWS to stack
Jul 2026
Added Prompt Engineering to stack
Jul 2026
Added LLM to stack
Jul 2026
Added XGBoost to stack
Jul 2026
Added Scala to stack
Jul 2026
Added Hadoop to stack
Jul 2026
Added Flink to stack
Jul 2026
Added Docker to stack
Jul 2026
Jobs
$240k – $340k per year • In office • Full-Time • 8+ years exp • Bachelor's Degree • Seattle • San Francisco
Python
Apache Kafka
Databricks
AI/ML
Claude
Claude Code
Flink
Spark
Feature Store
AI Agents
DevOps
AWS
Docker
GCP
Kubernetes
Apply
$115k – $180k per year • Remote • Full-Time • 8+ years exp
Apply
In office • Full-Time • 2+ years exp • Bachelor's Degree
Java
Python
pySpark
AI/ML
Pandas
PyTorch
Scikit-learn
TensorFlow
Spark
Apply
$140k – $190k per year • In office • Full-Time • 1+ year exp • Bachelor's Degree • San Francisco • Seattle
Java
Python
Ruby
JavaScript
Ruby on Rails
Databases
Apache Kafka
Google BigQuery
Google Bigtable
Google Cloud Spanner
GraphDB
PostgreSQL
Redis
Snowflake
AI/ML
Airflow
Frontend
React Query
React Router
React.js
Sass
Storybook
DevOps
GCP
gRPC
Kubernetes
QA
Cypress
Jest
Apply
$140k – $190k per year • In office • Full-Time • 4+ years exp • San Francisco • Seattle
Java
Python
Scala
Apache Kafka
Databricks
Google Bigtable
AI/ML
Claude
Claude Code
Flink
Hadoop
Spark
XGBoost
Time Series Forecasting
DevOps
CI/CD
Docker
GCP
Kubernetes
Apply
$170k – $230k per year • Remote/Hybrid • Full-Time • San Francisco • Seattle
Python
SQL
LLM
Prompt Engineering
AI Agents
Apply
$145k – $200k per year • Remote/Hybrid • Full-Time • 5+ years exp • Seattle • San Francisco
Java
Python
LLM
LLM Guardrails
DevOps
AWS
CI/CD
GCP
IAM
Cybersecurity
OWASP Top 10
SOC 2
Threat Modeling
Least Privilege
Apply