Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
IFS (Industrial and Financial Systems) is a global enterprise software company that provides cloud-based applications and Industrial AI solutions for asset- and service-intensive industries. Originally founded in Sweden in 1983, the firm specializes in Enterprise Resource Planning (ERP), Enterprise Asset Management (EAM), and Field Service Management (FSM) software. Its flagship platform, IFS Cloud, enables organizations in sectors like manufacturing, aerospace and defense, construction, and energy to optimize operations, maintain complex infrastructure, and streamline field service delivery.
Technologies
Tech DNA
Python
SQL
JavaScript
LangChain
React.js
LangGraph
PostgreSQL
Oracle
Pinecone
Azure
AWS
GCP
LLM
Claude
ChatGPT
AI/ML
Python
SQL
AI Agents
Azure
CI/CD
AWS
Kubernetes
GCP
Docker
LLM
Platform Engineering
RAG
Copilot
GitHub
Claude
Incident Management
Vector
Terraform
LangChain
PostgreSQL
Cursor
OpenAI
Azure AKS
Prompt Engineering
Human-in-the-Loop
GitOps
Embeddings
Claude Code
Git
LangGraph
Anomaly Detection
Function Calling
Oracle
Prometheus
ChatGPT
AutoGen
Model Context Protocol
LLM Guardrails
Ansible
Windows Server
IAM
PyTorch
Scikit-learn
LLM Evaluation
Context Engineering
Redpanda
ArgoCD
Computer Vision
KServe
NumPy
Pandas
TensorFlow
GitHub Actions
Grafana
Helm
Fine-tuning
Hugging Face
Pinecone
Weaviate
MS SQL
Backstage
Bitbucket
Jenkins
Configuration Management
CloudFormation
Datadog
FinOps
Azure DevOps
OpenTelemetry
Splunk
SLI/SLO/SLA
GitLab
Pydantic AI
Semantic Kernel
Explainable AI
Synthetic Data
Anthropic
Redis
Blue-Green Deployment
Cortex
Crossplane
Amazon EC2
AWS Lambda
Bicep
Chef
Octopus Deploy
TeamCity
Kong
AIOps
Apache HTTP Server
Nagios
AppDynamics
Chaos Engineering
Dynatrace
Kibana
Logstash
New Relic
Nginx
Self-Healing
SRE
Gateway API
Google GKE
Istio
Service Mesh
Amazon CloudWatch
Amazon S3
Reinforcement Learning
RLHF
LlamaIndex
NeMo Guardrails
Promptfoo
Flink
CrewAI
Hallucination
Knowledge Distillation
Semantic Search
Recommender Systems
Knowledge Graph
OpenAI Agents SDK
EU AI Act
Semantic Search
DPO
GRPO
Post-training
SFT
NVIDIA NeMo
Edge AI
NATS
ElasticSearch
Databricks
Microsoft Fabric
Pydantic
Amazon EKS
Karpenter
PagerDuty
GitLab CI
Amazon ECS
Amazon EventBridge
AWS Step Functions
Midjourney
Spark
Time Series Forecasting
Azure SQL Database
Backend
C#
Java
Node JS
PHP
Apache Kafka
Rest API
FastAPI
RabbitMQ
.NET
Django
GraphQL
WordPress
Apache Camel
Spring Boot
Flyway
Liquibase
Security
JavaScript
PowerShell
Go
Bash
Assembly
ISO 27001
SOC 2
GDPR
Keycloak
FedRAMP
HIPAA
Microsoft Entra ID
Sophos
CodeQL
Kyverno
Mend
Microsoft Defender for Cloud
OWASP Top 10
SBOM
Semgrep
Snyk
Threat Modeling
Zero Trust
AWS WAF
SentinelOne
Tcpdump
Wireshark
Burp Suite
Nikto
Nmap
OWASP ZAP
SQLmap
QA
TypeScript
Postman
Selenium
Cypress
Cucumber
Playwright
Rest-Assured
Swagger
Frontend
React.js
Angular
Figma
Next.js
Framer
Other
Apex
Jira
ServiceNow
Power BI
Confluence
Power Automate
Salesforce
Digital Twin
Zendesk
MuleSoft
A/B Testing
Asana
Smartsheet
Power Apps
n8n
HubSpot
Stack modernity
77/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
AI Agents
46 jobs
Required
$173k
-22% vs market
Azure
44 jobs
Required
$129k
-23% vs market
CI/CD
39 jobs
Required
$159k
-2% vs market
Python
30 jobs
Required
$150k
-17% vs market
AWS
28 jobs
Required
$159k
-14% vs market
Kubernetes
28 jobs
Required
$129k
-28% vs market
GCP
22 jobs
Required
$185k
-3% vs market
LLM
19 jobs
Required
$175k
-13% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
22%
JavaScript
19%
CI/CD
18%
AWS
18%
SQL
17%
TypeScript
16%
Share of companies in the same industry that use each technology.
Stack changes
Edge AI
Aug 2026
Microsoft Fabric
Aug 2026
NVIDIA NeMo
Aug 2026
SFT
Aug 2026
Post-training
Aug 2026
GRPO
Aug 2026
DPO
Aug 2026
AWS Step Functions
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
Emagine
Weekday
Booz Allen Hamilton
Devoteam
Accenture
Salary insights
Compensation ranges based on this company's open jobs
Median
$170k
Typical range
$85k – $250k
Open positions
23
23
Jobs
Junior
8.7%
Senior
87%
Staff
4.3%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 2 | $168k | $150k – $185k |
| Senior | 20 | $170k | $85k – $250k |
| Staff | 1 | $159k | $159k |
Highest paying role
Principal Product Manager, Industrial AI - Aerospace and Defense
$250k
Normalized to USD per year
Growth
Hiring Momentum
72/100
Growing
Open positions
112
15 opened / 25 closed in 30 days
Median time-to-fill
36 days
faster than 38% of the market
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.
AI/ML
20% ▲
Backend
19% ▲
Product
19% ▼
DevOps
18% ▼
Analytics
7% ▲
Security
4%
Actively hiring for Backend (+20 in 30 days)
Activity Timeline
New location: Miami
Aug 2026
New location: Dallas
Aug 2026
New location: Sydney
Aug 2026
Added Semantic Search to stack
Aug 2026
Added Knowledge Distillation to stack
Aug 2026
Added Hallucination to stack
Aug 2026
Added Databricks to stack
Aug 2026
Added Service Mesh to stack
Aug 2026
Added Istio to stack
Aug 2026
Added Google GKE to stack
Aug 2026
Added Gateway API to stack
Aug 2026
Added Smartsheet to stack
Aug 2026
Jobs
$145k – $180k per year • Remote/Hybrid • Full-Time • United States
Python
SQL
TypeScript
JavaScript
AI Agents
Claude
Claude Code
Context Engineering
LLM
RAG
Frontend
Angular
Analytics
Power BI
Apply
$102k – $149k per year • Remote/Hybrid • Full-Time • Staines-upon-Thames
Python
SQL
TypeScript
JavaScript
AI Agents
Claude
Claude Code
Context Engineering
LLM
RAG
Frontend
Angular
Analytics
Power BI
Apply
In office • Full-Time • Bachelor's Degree • Colombo
Apply
$81k – $109k per year • Remote/Hybrid • Full-Time • PhD • Vancouver
Python
SQL
Databricks
AI/ML
Anomaly Detection
Embeddings
Fine-tuning
Hallucination
Knowledge Distillation
LLM
RAG
Semantic Search
EU AI Act
Human-in-the-Loop
LLM Guardrails
Semantic Search
AI Agents
DevOps
Azure
Vector
Analytics
A/B Testing
Apply
≈ $47k – $144k per year (Estimated) • In office • Full-Time • 's-Hertogenbosch
C#
TypeScript
JavaScript
.NET
AI/ML
ChatGPT
Claude
Copilot
Cursor
AI Agents
Frontend
Angular
DevOps
Git
GitHub
Apply
$150k – $185k per year • Remote/Hybrid • Full-Time • Houston
PostgreSQL
Redis
AI/ML
LLM
DevOps
CI/CD
Gateway API
GitOps
Google GKE
Istio
Kubernetes
Platform Engineering
Service Mesh
Terraform
GCP
Apply
$170k – $185k per year • Remote/Hybrid • Full-Time • 5+ years exp • Palo Alto
Python
Pinecone
Weaviate
AI/ML
AI Agents
Embeddings
LangChain
LangGraph
LLM
Prompt Engineering
RAG
Semantic Kernel
Anthropic
Hugging Face
LLM Guardrails
OpenAI
DevOps
AWS
Azure
CI/CD
GCP
Vector
Apply
≈ $105k – $223k per year (Estimated) • In office • Full-Time • Staines-upon-Thames
AI Agents
DevOps
CI/CD
Apply
≈ $106k – $168k per year (Estimated) • In office • Full-Time • 6+ years exp • London
Go
Apply
≈ $83k – $199k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Sydney
Apply
≈ $42k – $99k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Tokyo
AWS
Azure
GCP
Management
Confluence
Jira
ServiceNow
Apply
≈ $99k – $157k per year (Estimated) • Remote/Hybrid • Full-Time • 5+ years exp • London
Python
AI Agents
Prompt Engineering
RAG
DevOps
Vector
Management
Asana
Jira
Smartsheet
Apply
Show more jobs