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Technologies
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Overview

Centific is a global digital engineering and artificial intelligence services company headquartered in Redmond, Washington, and established in its current form in 2020. The company provides data-centric AI solutions, including data collection, curation, reinforcement learning from human feedback, and multilingual data services through its OneForma platform. It operates globally with a network of over one million experts and serves enterprise clients in sectors such as technology, healthcare, and retail to build and scale production-grade AI models.

Technologies

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Tech DNA
Python
C#
PowerShell
PyTorch
Ray
FastAPI
MS SQL
Amazon Aurora
ElasticSearch
Azure
AWS
GCP
LLM
CLIP
Gemini
AI/ML
Python
SQL
C++
RAG
Vector
CI/CD
Azure
LLM
Git
Kubernetes
Azure DevOps
GitHub
Fine-tuning
Multimodal AI
PyTorch
Transformers
AI Agents
AWS
GCP
Docker
TensorRT
Weights & Biases
JAX
RLHF
Synthetic Data
Ray
Function Calling
Windows Server
Incident Management
Gymnasium
Reinforcement Learning
TRL
Computer Vision
Triton
Hugging Face
DPO
GRPO
Post-training
PPO
Ansible
SLI/SLO/SLA
GitHub Actions
Self-Healing
Copilot
CUDA Toolkit
ONNX
TensorFlow
Edge AI
NVIDIA NeMo
CLIP
NeRF
xFormers
Configuration Management
GitLab CI
Terraform
Grafana
Prometheus
Jenkins
GitLab
MS SQL
Chain-of-Thought
DeepSpeed
Gemini
Hallucination
LoRA
Quantization
Qwen
Tokenization
Whisper
PEFT
RLlib
Stable-Baselines3
RAPIDS
NLP
Sentiment Analysis
FSDP
LLM Evaluation
OpenAI
Human-in-the-Loop
Scale AI
Knowledge Distillation
Knowledge Graph
AWS Bedrock
MLFlow
Vertex AI
CUDA
LangGraph
LLaVA
Torchvision
VLM
YOLO
LangChain
Red Hat
Amazon EKS
Azure AKS
Datadog
Dynatrace
GitOps
Service Mesh
CloudFormation
Nagios
Platform Engineering
Amazon Aurora
ElasticSearch
Azure Cosmos DB
Azure SQL Database
PostgreSQL
Claude
Claude Code
Cursor
LLM Guardrails
Recommender Systems
SFT
QA
C#
JavaScript
TypeScript
Appium
Selenium
Playwright
ASP.NET Core
Blazor
Cypress
Jest
Mocha
Frontend
Node JS
JQuery
Angular
React.js
npm
Robotics
Digital Twin
Isaac Sim
Reinforcement Learning
MuJoCo
Open3D
Sensor Fusion
Sim-to-Real
ROS
Imitation Learning
Isaac Lab
Teleoperation
COLMAP
ROS2
SLAM
Other
PowerShell
Bash
PHP
FastAPI
Wireshark
Power BI
gRPC
.NET
MVC
Tableau
A/B Testing
Stack modernity Cutting-edge AI adopter
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
RAG 47 jobs Required
$245k +30% vs market
Vector 18 jobs Required
$240k +20% vs market
Python 17 jobs Required
$250k +39% vs market
CI/CD 13 jobs Required
C# 10 jobs Required
Azure 10 jobs Required
PowerShell 9 jobs Required
LLM 7 jobs Required
$250k +25% 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%
SQL
15%
CI/CD
15%
AI Agents
14%
Share of companies in the same industry that use each technology.
Stack changes
LangChain Sep 2026
YOLO Sep 2026
VLM Sep 2026
Torchvision Sep 2026
SLAM Sep 2026
ROS2 Sep 2026
LLaVA Sep 2026
LangGraph Sep 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
$245k
Typical range
$50k – $300k
Open positions
10
9 Jobs
Junior 22.2%
Middle 11.1%
Senior 11.1%
Staff 22.2%
Principal 22.2%
Architect 11.1%
Level Jobs Median Typical range
Junior 2 $105k $50k – $160k
Middle 1 $300k $300k
Senior 1 $220k $220k
Staff 2 $157k $64k – $250k
Principal 2 $300k $300k
Architect 1 $300k $300k
Highest paying role Head of Physical AI Programs $300k
Normalized to USD per year

Growth

Hiring Momentum
75/100
Scaling fast
Open positions
50
6 opened / 5 closed in 30 days
Median time-to-fill
12 days
faster than 62% of the market
ATS activity
Every ~17 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
16%
Data Science
16%
Marketing
16%
QA
13%
Backend
11%
DevOps
11%
Actively hiring for QA (+5 in 30 days)
Activity Timeline
New location: Palo Alto Aug 2026
New location: San Antonio Aug 2026
New location: Spain Aug 2026
Added GitHub to stack Aug 2026
Added SFT to stack Aug 2026
Added Scale AI to stack Aug 2026
Added GitLab to stack Aug 2026
Added Recommender Systems to stack Aug 2026
Added LLM Guardrails to stack Aug 2026
Added Human-in-the-Loop to stack Aug 2026
Added A/B Testing to stack Aug 2026
Added Function Calling to stack Aug 2026

Jobs

Software Development Engineer

Verified live · 11 min ago 11 min ago
Remote • Full-Time • 3+ years exp • Bachelor's Degree • Malaysia
C#
JavaScript
PowerShell
RAG
Frontend
npm
DevOps
Azure
Azure DevOps
CI/CD
Git
GitHub
GitHub Actions
Jenkins
Self-Healing
Vector
QA
Jest
Mocha
Playwright
Selenium
Apply

Technical Support Specialist (Japanese Speaking)

Verified live · 11 min ago 1 day ago
Remote • Full-Time • 2+ years exp • Malaysia
RAG
DevOps
Incident Management
Apply

British Data Annotator-16

Verified live · 11 min ago 1 day ago
In office • Full-Time • Spain
RAG
Apply

AI Research Engineer: Vision AI / VLM / Physical AI-1

Verified live · 11 min ago 1 day ago
$180k – $240k per year • Remote • Full-Time • Master's Degree • United States
Python
FastAPI
AI/ML
AI Agents
CLIP
Computer Vision
CUDA
CUDA Toolkit
Edge AI
Hugging Face
JAX
LangGraph
LLaVA
LLM
Multimodal AI
NeRF
ONNX
PyTorch
RAG
Ray
TensorRT
Torchvision
Transformers
Triton
VLM
Weights & Biases
xFormers
YOLO
LangChain
DevOps
Docker
GitHub
Kubernetes
Vector
Robotics
COLMAP
Isaac Sim
MuJoCo
Open3D
ROS2
SLAM
Apply

Senior AI Engineer

Verified live · 11 min ago 1 day ago
$160k – $220k per year • In office • Full-Time • 5+ years exp • Master's Degree • Redmond
Python
FastAPI
AI/ML
AI Agents
AWS Bedrock
Function Calling
JAX
MLFlow
Multimodal AI
NVIDIA NeMo
PyTorch
RAG
RAPIDS
Ray
TensorFlow
TensorRT
Triton
Vertex AI
Weights & Biases
DevOps
AWS
Docker
GCP
Kubernetes
Platform Engineering
Vector
Robotics
Digital Twin
Isaac Sim
Sensor Fusion
Apply
$200k – $300k per year • Remote/Hybrid • Full-Time • 5+ years exp • PhD • United States
Python
FastAPI
AI/ML
AI Agents
CLIP
Computer Vision
Fine-tuning
Hugging Face
JAX
Knowledge Distillation
Knowledge Graph
Multimodal AI
NeRF
PyTorch
RAG
Ray
Reinforcement Learning
TensorRT
Triton
Weights & Biases
xFormers
DevOps
Docker
GitHub
Kubernetes
Robotics
Digital Twin
Imitation Learning
Isaac Lab
Isaac Sim
MuJoCo
Open3D
Reinforcement Learning
Sensor Fusion
Teleoperation
Apply

Localization QA Tester - Norwegian

Verified live · 11 min ago 6 days ago
$50k per year • Remote • Part-Time • 2+ years exp • United States
RAG
Apply

Principal Research Scientist, Reinforcement Learning

Verified live · 11 min ago 6 days ago
$250k – $300k per year • In office • Full-Time • 7+ years exp • Master's Degree • Palo Alto
Python
Fine-tuning
Gymnasium
LLM
RAG
RLHF
Synthetic Data
TRL
Transformers
DPO
GRPO
Post-training
PPO
Function Calling
Robotics
Digital Twin
Apply

Software Development Engineer

Verified live · 11 min ago 6 days ago
In office • Full-Time • 3+ years exp • Bachelor's Degree • Malaysia
C#
C++
PowerShell
SQL
MS SQL
AI/ML
RAG
DevOps
Vector
CI/CD
Configuration Management
Windows Server
Apply

Lead Vietnamese Localization QA Tester

Verified live · 11 min ago 7 days ago
$64k per year • In office • Full-Time • San Antonio
RAG
Apply

Software QA Tester

Verified live · 11 min ago 8 days ago
$9k – $37k per year (Estimated) • In office • Full-Time • 2+ years exp • Bachelor's Degree • Hyderabad
RAG
Apply

Senior Test Engineer

Verified live · 11 min ago 8 days ago
$21k – $51k per year (Estimated) • In office • Full-Time • 6+ years exp • Hyderabad
C#
JavaScript
PowerShell
Python
TypeScript
Copilot
LLM
RAG
DevOps
Azure
Azure DevOps
CI/CD
Git
Self-Healing
Vector
Cybersecurity
Wireshark
Analytics
Power BI
QA
Appium
Playwright
Selenium
Apply
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