Machinify
machinify.com
Actively hiring
Business Process Automation (BPA)
Software
Insurance
Financial Services
Machine Learning
Health Care
Digital Health
Artificial Intelligence
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Overview
Machinify is an artificial intelligence software company headquartered in Palo Alto, California, and founded in 2016. The company provides an AI-powered operating system designed to automate healthcare payment integrity processes, including claims auditing, subrogation, and pharmacy payment accuracy. It serves major health plans across the United States, managing data for over 270 million members to identify cost savings and reduce administrative friction for payers and providers.
Technologies
Tech DNA
Python
SQL
Java
LangGraph
LangChain
Flink
MS SQL
Pinecone
Weaviate
AWS
Azure
GCP
LLM
Claude
Gemini
AI/ML
Python
SQL
Scala
LLM
AI Agents
AWS
Spark
Claude
CI/CD
Multimodal AI
RAG
LLM Evaluation
Azure
GCP
Kubernetes
Vector
Docker
Prompt Engineering
Claude Code
Gemini
LangGraph
LangChain
Fine-tuning
LoRA
QLoRA
PEFT
OpenAI Codex
Structured Outputs
Semantic Search
Human-in-the-Loop
MS SQL
pgvector
Pinecone
Weaviate
PostgreSQL
Grafana
Prometheus
Platform Engineering
Git
Amazon S3
GitHub
Airflow
Copilot
Cursor
Flink
Ray
Anthropic SDK
Function Calling
Llama
Mistral
Model Context Protocol
Qwen
SGLang
vLLM
JAX
NLP
PyTorch
Semantic Search
Sentence-Transformers
spaCy
Transformers
Anthropic
LLM Guardrails
OCR
OpenAI
OpenAI Agents SDK
DPO
SFT
TGI
Hugging Face
Pydantic
Databricks
Delta Lake
Google BigQuery
Snowflake
SLI/SLO/SLA
Prefect
Context Engineering
Edge AI
Other
Java
Rust
TypeScript
Go
JavaScript
ETL/ELT
HIPAA
Apache Kafka
A/B Testing
Stack modernity
89/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
10 jobs
Required
$255k
+42% vs market
SQL
10 jobs
Required
$230k
+63% vs market
LLM
8 jobs
Required
$255k
+28% vs market
Java
7 jobs
Required
$253k
+59% vs market
Scala
7 jobs
Required
$253k
+43% vs market
AI Agents
7 jobs
Required
$250k
+13% vs market
Rust
6 jobs
Required
$250k
+9% vs market
Claude
4 jobs
Required
$260k
+49% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
23%
JavaScript
19%
SQL
19%
CI/CD
19%
AWS
18%
TypeScript
16%
Share of companies in the same industry that use each technology.
Stack changes
GitHub
Aug 2026
Hugging Face
Aug 2026
A/B Testing
Aug 2026
Edge AI
Aug 2026
Amazon S3
Aug 2026
ETL/ELT
Aug 2026
TGI
Aug 2026
SFT
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Adobe
Weekday
Bosch
Accenture
Citi
Salary insights
Compensation ranges based on this company's open jobs
Median
$250k
Typical range
$140k – $280k
Open positions
16
15
Jobs
Junior
6.7%
Middle
6.7%
Senior
13.3%
Staff
66.7%
Architect
6.7%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $200k | $200k |
| Middle | 1 | $140k | $140k |
| Senior | 2 | $195k | $170k – $220k |
| Staff | 10 | $253k | $230k – $280k |
| Architect | 1 | $280k | $280k |
Highest paying role
Software Architect
$280k
Normalized to USD per year
Growth
Hiring Momentum
51/100
Stable
Open positions
23
0 opened / 13 closed in 30 days
Median time-to-fill
185 days
faster than 7% of the market
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.
QA
33% ▲
Data Science
17% ▼
Backend
17% ▲
Analytics
17% ▲
Management
17% ▼
Activity Timeline
Added GitHub to stack
Aug 2026
Added Hugging Face to stack
Aug 2026
Added A/B Testing to stack
Aug 2026
Added Edge AI to stack
Aug 2026
Added Amazon S3 to stack
Aug 2026
Added ETL/ELT to stack
Aug 2026
Added TGI to stack
Aug 2026
Added SFT to stack
Aug 2026
Added Human-in-the-Loop to stack
Aug 2026
Added DPO to stack
Aug 2026
Added Semantic Search to stack
Aug 2026
Added Structured Outputs to stack
Aug 2026
Jobs
$180k – $220k per year • Remote • 6+ years exp
Python
SQL
Apache Kafka
AI/ML
Spark
DevOps
AWS
Apply
≈ $142k – $284k per year (Estimated) • Remote • 10+ years exp
LLM
DevOps
CI/CD
Cybersecurity
HIPAA
Apply
$230k – $260k per year • Remote • 8+ years exp
Python
SQL
MS SQL
AI/ML
Airflow
Claude
Copilot
Cursor
Prompt Engineering
Spark
DevOps
AWS
Platform Engineering
Amazon S3
Analytics
ETL/ELT
Apply
$200k – $250k per year • Remote • 10+ years exp • Bachelor's Degree
Rust
Scala
Go
Java
SQL
AI Agents
DevOps
AWS
Azure
CI/CD
Docker
GCP
Kubernetes
Apply
$200k – $250k per year • Remote • 10+ years exp • Bachelor's Degree
JavaScript
TypeScript
AI Agents
DevOps
Git
GitHub
Apply
$200k – $250k per year • Remote • 10+ years exp • Bachelor's Degree
Java
Rust
Scala
AI Agents
Apply
$200k – $250k per year • Remote • 10+ years exp • Bachelor's Degree
Java
Rust
Scala
AI Agents
Apply
$225k – $260k per year • Remote • 8+ years exp • Bachelor's Degree
Java
Rust
Scala
Claude
Claude Code
OpenAI Codex
DevOps
Docker
Kubernetes
Apply
Director of Quality Assurance Engineering
2 months ago≈ $142k – $284k per year (Estimated) • Equity • Remote • 10+ years exp • Bachelor's Degree
LLM
DevOps
CI/CD
Cybersecurity
HIPAA
Apply
$140k – $170k per year • Remote • 5+ years exp
SQL
Databricks
Delta Lake
Google BigQuery
Snowflake
Analytics
ETL/ELT
Apply
$220k – $255k per year • Remote
Java
Python
Rust
Scala
SQL
Spark
Apply
$90k – $140k per year • Remote • 5+ years exp • Bachelor's Degree
SQL
MS SQL
Analytics
ETL/ELT
Apply
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