Knowledge Graph Jobs - Remote & On-site

Knowledge Graph jobs hiring now at vetted startups and product companies on Alion, updated daily. Average salary around $225,610/year. Compare remote, hybrid and on-site positions with relocation and visa sponsorship. Browse and apply today.

AI/ML
Software
Data
Security
DevOps & Cloud
Leadership
Product
Design
Fintech
Hardware & Chips
Defense
Aerospace
Biotech
Energy
Robotics
Automotive
MedTech
Science
umd.edu • HQ: College Park, United States • Higher Education • 1001-5000 employees • Est. 1856 • Trust B • Hiring 166, 7 new
HQ: College Park, United States • Higher Education • 1001-5000 employees • Est. 1856 • Trust B • Hiring 166, 7 new
The University of Maryland, College Park is a premier public research university and the flagship institution of the University System of Maryland, located just outside Washington, D.C. Founded in 1856, the university educates over 40,000 undergraduate and graduate students across 12 colleges, offering highly ranked programs in computer science, engineering, business, and public policy. As a major R1 research institution and member of the Big Ten Conference, it leverages its strategic proximity to federal agencies, national laboratories, and corporate hubs to drive innovation, enterprise partnerships, and impactful interdisciplinary research.
No named decision-maker yet.
Careers mailbox is known
Visa sponsor 2 months ago Long shot · 15%

AI Research Assistant

≈ $97k – $213k per year (Estimated) • In office (College Park, United States) • Bachelor's Degree • Secret
Python
Python
Flask
FastAPI
Databases
Neo4j
AI/ML
Sentence-Transformers
Fine-tuning
NER
Transformers
Hugging Face
OCR
GraphRAG
Knowledge Graph
PyTorch
RAG
Machine Learning
DevOps
Rest API
Git
Linux
CI/CD
+11
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Comply

comply.com
comply.com • HQ: New York, United States • Information Security • Cybersecurity • RegTech, AML & Compliance • Wealth Management & Financial Advisors • Financial Services • 201-500 employees • Startup • Trust B • Hiring 14, 3 new
HQ: New York, United States • Information Security • Cybersecurity • RegTech, AML & Compliance • Wealth Management & Financial Advisors • Financial Services • 201-500 employees • Startup • Trust B • Hiring 14, 3 new
Comply offers best-in-class compliance software, services, and consulting to help financial services firms meet SEC regulations. Schedule a demo today to streamline your compliance program.
No named decision-maker yet.
No careers mailbox known
Verified live · 4 hours ago 2 months ago Fading · 32%

Data Platform Architect

≈ $91k – $178k per year (Estimated) • Staff+ • 8+ years exp • In office (York, United Kingdom) • Full-Time • Architect
Model Context Protocol
LLM
AI Agents
Knowledge Graph
DevOps
AWS
Apply
Open 99 daysVerified live · 4 hours ago 3 months ago Long shot · 16%

Senior AI Data Engineer

≈ $77k – $155k per year (Estimated) • Senior • In office (London, United Kingdom) • Full-Time • Senior
Python
Databases
Weaviate
Neo4j
pgvector
Pinecone
Qdrant
Amazon Neptune
PostgreSQL
AI/ML
Semantic Search
Knowledge Graph
RAG
LLM
DevOps
Platform Engineering
GCP
Azure
AWS
+8
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Hytech

hytechc.com
hytechc.com • HQ: Sydney, Australia • Professional Services • Management Consulting • 1001-5000 employees • Trust A • Hiring 144, 10 new
HQ: Sydney, Australia • Professional Services • Management Consulting • 1001-5000 employees • Trust A • Hiring 144, 10 new
Hytech is a management consultancy and technology solutions provider specializing in digital transformation and business outsourcing for the fintech sector. Headquartered in Sydney, Australia, the company maintains key regional offices across the Asia-Pacific region, including Kuala Lumpur, Malaysia, and Taipei, Taiwan. Its end-to-end service portfolio spans cloud infrastructure, cybersecurity, custom software and mobile app development, data analytics, and operational support to help enterprises streamline workflows and scale efficiently.
No named decision-maker yet.
No careers mailbox known
Verified live · 3 hours ago 2 months ago Likely open · 65%

Detection Lead/Detection Product Owner

≈ $69k – $152k per year (Estimated) • Lead • 5+ years exp • In office (Singapore) • Full-Time • Staff • Chinese • English
Apache Kafka
AI/ML
Flink
Anomaly Detection
Knowledge Graph
Apply

Syngenta Group

syngenta.com
syngenta.com • HQ: Basel, Switzerland • Agricultural Biotechnology • Seeds • Crop Protection • 5000+ employees • Est. 2000 • Trust B • Hiring 283, 45 new
HQ: Basel, Switzerland • Agricultural Biotechnology • Seeds • Crop Protection • 5000+ employees • Est. 2000 • Trust B • Hiring 283, 45 new
Syngenta is a global agricultural technology and agribusiness enterprise headquartered in Basel, Switzerland. Formed in 2000 through the merger of Novartis Agribusiness and AstraZeneca Agrochemicals, it now operates under the broader Syngenta Group as a subsidiary of Sinochem.
No named decision-maker yet.
No careers mailbox known
Verified live · 2 hours ago 2 months ago Long shot · 12%

Lead Data Solutions Architect

≈ $18k – $41k per year (Estimated) • Lead • Hybrid (Pune, India) • Bachelor's Degree • Full-Time • Senior • English
Delta Lake
Databricks
AI/ML
AgentOps
Feature Store
Knowledge Graph
RAG
DevOps
FinOps
IAM
CI/CD
AWS
Cybersecurity
Least Privilege
+3
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Spacevinfotech

spacevinfotech.com
spacevinfotech.com • HQ: Bengaluru, India • IT Staffing & Staff Augmentation • IT Consulting & Digital Transformation • Hiring 4
HQ: Bengaluru, India • IT Staffing & Staff Augmentation • IT Consulting & Digital Transformation • Hiring 4
Spacevinfotech is an Indian IT services company that supplies data engineers, BI engineers and software engineers to client technology projects, including work on AWS AI services and data pipelines. It recruits across several Indian cities, with most openings in Bengaluru. The company is based in India.
No named decision-maker yet.
No careers mailbox known
2 months ago Long shot · 5%

Knowledge Engineer - AWS

≈ $21k – $43k per year (Estimated) • Junior • 2+ years exp • In office (Bengaluru, India) • Junior
SQL
Python
Python
pySpark
Databases
Neo4j
OpenSearch
Amazon Neptune
AI/ML
Knowledge Graph
Airflow
Multimodal AI
NLP
AWS Bedrock
Explainable AI
Amazon SageMaker
GraphRAG
Semantic Search
TensorFlow
Prompt Engineering
Spark
PyTorch
RAG
LLM
AI Agents
DevOps
AWS
AWS Lambda
Amazon CloudWatch
AWS Step Functions
Amazon S3
IAM
GCP
Azure
Analytics
Apache NiFi
ETL/ELT
+24
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moolya.com • HQ: Bengaluru, India • Software Testing & QA • 51-200 employees • Est. 2010 • Hiring 5, 1 new
HQ: Bengaluru, India • Software Testing & QA • 51-200 employees • Est. 2010 • Hiring 5, 1 new
(Tech + Product) Value Driven Software Testing Company. A robust testing influence for growth. Preventing bugs and tech debt for startups and enterprises.
No named decision-maker yet.
Careers mailbox is known
2 months ago Long shot · 11%

Product Manager

≈ $28k – $57k per year (Estimated) • Senior • 5+ years exp • Hybrid (Bengaluru, India) • Senior
Knowledge Graph
Model Context Protocol
AI Agents
LLM
Design
Balsamiq
Figma
Management
Jira
QA
TestRail
Apply

NetConnectGlobal

netconnectglobal.com
netconnectglobal.com • Bengaluru • Mumbai • Hyderabad • Delhi • Pune • Artificial Intelligence • 1001-5000 employees • Est. 1997 • Hiring 14
Bengaluru • Mumbai • Hyderabad • Delhi • Pune • Artificial Intelligence • 1001-5000 employees • Est. 1997 • Hiring 14
Talent is the only technology that compounds. NCG builds engineering capacity, AI-powered talent systems, and intelligence platforms for enterprise scale.
No named decision-maker yet.
No careers mailbox known
2 months ago Long shot · 12%

Senior AI Architect

≈ $31k – $75k per year (Estimated) • Staff+ • 10+ years exp • Hybrid (Delhi, India) • Staff
Node JS
TypeScript
Python
JavaScript
AI/ML
Function Calling
Context Engineering
LangChain
Prompt Engineering
Model Context Protocol
OpenAI
Claude
RAG
LLM
AI Agents
LangGraph
Knowledge Graph
DevOps
GitHub
Azure
Management
Confluence
Jira
+12
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Shield AI

shield.ai
shield.ai • HQ: San Diego, United States • Defense Manufacturing • Drone AI • Defense AI • Military Drones • 1001-5000 employees • Est. 2015 • Trust B • Hiring 634, 55 new
HQ: San Diego, United States • Defense Manufacturing • Drone AI • Defense AI • Military Drones • 1001-5000 employees • Est. 2015 • Trust B • Hiring 634, 55 new
Shield AI is an American defence technology company founded in 2015 that builds autonomy software and uncrewed aircraft for military missions. Its Hivemind autonomy stack lets aircraft fly, navigate and complete objectives without GPS, a remote pilot or a communications link, which matters in contested environments where those links are jammed. Headquartered in San Diego, California, the company fields the V-BAT vertical take-off aircraft with United States and allied forces, licenses Hivemind to other manufacturers and is developing the X-BAT jet for high-end missions.
Andrew Reiter · Co-Founder · decision-maker
Ryan Tseng · Co-Founder · decision-maker
Brandon Tseng · Co-Founder & President · decision-maker
Gary Steele · Executive Officer, Director · decision-maker
Careers mailbox is known
Verified live · 2 hours ago Visa sponsor 2 months ago Fading · 35%

Staff Engineer, Data Platform (R5659)

$150k – $230k per year • Staff+ • In office (San Diego, United States) • Full-Time • Staff
Go
Python
Databases
NATS
Redpanda
Apache Kafka
AI/ML
Multimodal AI
Ray
Time Series
Knowledge Graph
Agentic Workflows
RAG
AI Agents
DevOps
Helm
WebSockets
GitOps
Platform Engineering
Amazon S3
Terraform
Linux
Kubernetes
+12
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System

system.com
system.com • Biotechnology • Artificial Intelligence • Health Care • Data Science & Notebook Platforms • Hiring 1
Biotechnology • Artificial Intelligence • Health Care • Data Science & Notebook Platforms • Hiring 1
System is a free, open, and living public resource that aims to explain how anything in the world is connected to everything else.
No named decision-maker yet.
Careers mailbox is known
Verified live · 4 hours ago 2 months ago Long shot · 20%

Software Engineer

≈ $103k – $199k per year (Estimated) • Middle • 3+ years exp • New York • Remote (United States) • Bachelor's Degree • Full-Time • Middle
Go
TypeScript
Python
AI/ML
Knowledge Graph
DevOps
Rest API
Docker
GCP
Kubernetes
Azure
CI/CD
AWS
+3
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Report

MRI Software

mrisoftware.com
mrisoftware.com • HQ: Solon, United States • Property Management • PropTech • 1001-5000 employees • Est. 1971 • Trust B • Hiring 89, 16 new
HQ: Solon, United States • Property Management • PropTech • 1001-5000 employees • Est. 1971 • Trust B • Hiring 89, 16 new
MRI Software is a real estate technology company headquartered in Solon, Ohio, and founded in 1971. The company provides a comprehensive suite of property management, accounting, and investment management software for commercial, residential, and public housing sectors. It serves over 45,000 clients across 170 countries, operating as a global provider of integrated technology platforms for real estate owners and operators.
No named decision-maker yet.
Careers mailbox is known
Verified live · 2 days ago 2 months ago Long shot · 18%

Director, Product Development - AI

≈ $50k – $122k per year (Estimated) • Head+ • 10+ years exp • In office (Vadodara, India) • Bachelor's Degree • Full-Time • Architect
Python
AI/ML
Hallucination
LLMOps
Knowledge Graph
Model Context Protocol
RAG
LLM
AI Agents
DevOps
FinOps
AIOps
GCP
Azure
AWS
Cybersecurity
Threat Modeling
+6
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AlphaSense

alpha-sense.com
alpha-sense.com • HQ: New York, United States • Market Research • Financial AI • AI Search • Financial Data & Market Intelligence • 1001-5000 employees • Est. 2011 • Trust B • Hiring 177, 14 new
HQ: New York, United States • Market Research • Financial AI • AI Search • Financial Data & Market Intelligence • 1001-5000 employees • Est. 2011 • Trust B • Hiring 177, 14 new
AlphaSense is a market intelligence company founded in 2011 that indexes company filings, earnings call transcripts, broker research, regulatory documents and news, and lets analysts search across all of it at once. Its differentiator is search that understands financial language and synonyms rather than matching keywords, layered with generative summarisation, and it also owns the expert call network Stream, which adds transcripts of interviews with industry specialists. Headquartered in New York and privately held at a multi-billion dollar valuation, it sells mainly to investment firms, corporate strategy teams and consultancies.
Raj Neervannan · Co-founder and Chief Technology Officer · decision-maker
Jack Kokko · Co-founder and Chief Executive Officer · decision-maker
Careers mailbox is known
Top 25% payVerified live · 2 hours ago 2 months ago Fading · 38%

Director of Product, Search and Curated Experiences

$275k – $290k per year • Head+ • New York • Remote (United States) • Architect
Knowledge Graph
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Orbital Industries

orbitalindustries.com
orbitalindustries.com • HQ: London, United Kingdom • Industrial AI • Manufacturing & Industrial Software • 11-50 employees • Est. 2022 • Startup • Hiring 5
HQ: London, United Kingdom • Industrial AI • Manufacturing & Industrial Software • 11-50 employees • Est. 2022 • Startup • Hiring 5
Orbital Industries: An AI-first industrial company engineering the physical layer of the AI renaissance — advanced materials, hardware, and manufacturing.
No named decision-maker yet.
No careers mailbox known
Verified live · 1 hour ago 2 months ago Long shot · 21%

Senior Backend Engineer

≈ $90k – $175k per year (Estimated) • Senior • Hybrid (London, United Kingdom) • Full-Time • Senior
Rust
Kotlin
Go
Java
Python
AI/ML
Knowledge Graph
AI Agents
DevOps
Docker
Kubernetes
CI/CD
+2
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Apptware

apptware.com
apptware.com • HQ: Pune, India • Custom Software Development • Est. 2019 • Likely startup • Hiring 4
HQ: Pune, India • Custom Software Development • Est. 2019 • Likely startup • Hiring 4
Discover Apptware’s simple, people-first solutions that drive results for businesses with 98% client satisfaction, 85% faster delivery, and 90% repeat clients.
No named decision-maker yet.
No careers mailbox known
2 months ago Long shot · 8%

Generative AI Lead

≈ $22k – $59k per year (Estimated) • Lead • 5+ years exp • Hybrid (Pune, India) • Staff
SQL
Python
AI/ML
OpenCV
LlamaIndex
NumPy
Knowledge Graph
TensorFlow
Computer Vision
LangChain
PyTorch
RAG
AI Agents
DevOps
GitHub
Rest API
Git
GCP
Azure
AWS
+10
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tennessee.edu • HQ: Knoxville, United States • Continuing Education • Higher Education • 1001-5000 employees • Est. 1794 • Trust B • Hiring 232, 26 new
HQ: Knoxville, United States • Continuing Education • Higher Education • 1001-5000 employees • Est. 1794 • Trust B • Hiring 232, 26 new
The University of Tennessee System is the public university system of Tennessee, headquartered in Knoxville, serving all 95 counties of the state through its campuses and statewide institutes. It comprises UT Knoxville, UT Chattanooga, UT Martin, UT Southern and the UT Health Science Center in Memphis, plus the UT Institute of Agriculture, the Institute for Public Service and the UT Space Institute in Tullahoma, with roots going back to 1794. Its openings cover postdoctoral researchers, administrative coordinators, facilities electricians and carpenters, web and AI developers, communications specialists and financial aid and bursar staff.
No named decision-maker yet.
No careers mailbox known
Verified live · 8 hours ago 2 months ago Long shot · 11%

Postdoctoral Scholar (AI UX Design/HCI Expert)-Pediatrics Research

≈ $68k – $123k per year (Estimated) • Senior • In office (Memphis, United States) • PhD • Senior
Explainable AI
Knowledge Graph
Machine Learning
AI Agents
Apply

ID.me

idme.com
idme.com • HQ: McLean, United States • Identity Management • 501-1000 employees • Est. 2010 • Trust A • Hiring 38
HQ: McLean, United States • Identity Management • 501-1000 employees • Est. 2010 • Trust A • Hiring 38
ID.me is a digital identity company headquartered in McLean, Virginia, whose identity wallet lets people verify who they are once and then sign in across government, healthcare and commercial websites. More than 152 million members use it at 20 federal agencies, 45 state agencies, over 70 healthcare organizations and more than 600 consumer brands, and it is certified as a NIST 800-63 IAL2 and AAL2 credential service provider, with further offices in Mountain View, New York and Tampa. It hires staff and principal software engineers, quality and data platform engineers, account executives and managers, revenue operations and legal staff.
Blake Hall · Executive Officer, Director · decision-maker
Victor Pascucci III · Director
Liron Gitig · Director
Kelly Perdew · Director
No careers mailbox known
Verified live · 3 hours ago Visa sponsor 2 months ago Likely open · 61%

Manager, Forward Deployed Engineering

≈ $119k – $225k per year (Estimated) • Senior • 5+ years exp • Mountain View • McLean • Remote (United States) • PhD • Senior
Knowledge Graph
Apply

RockPLACE

rockplace.com
rockplace.com • Seoul • AI Consulting & Integration • Cloud Consulting & Migration • 201-500 employees • Trust B • Hiring 24, 1 new
Seoul • AI Consulting & Integration • Cloud Consulting & Migration • 201-500 employees • Trust B • Hiring 24, 1 new
Infrastructure To Experience AI-Accelerated. RockPLACE turns strategy into execution that drives meaningful business change.
No named decision-maker yet.
No careers mailbox known
Verified live · 4 hours ago 2 months ago Long shot · 12%

[메타넷글로벌] AX Service team FDE_경력 채용

≈ $68k – $182k per year (Estimated) • In office (Seoul, South Korea)
TypeScript
Python
Databases
ElasticSearch
AI/ML
LangGraph
NLP
Knowledge Graph
RAG
LLM
AI Agents
LangChain
+2
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Dayforce

dayforce.com
dayforce.com • HQ: Toronto, Canada • HR & Payroll Software • 5000+ employees • Est. 1992 • Trust A • Hiring 93, 14 new
HQ: Toronto, Canada • HR & Payroll Software • 5000+ employees • Est. 1992 • Trust A • Hiring 93, 14 new
Dayforce is a Toronto software company that provides cloud human capital management to large employers. Its platform runs payroll, workforce management and talent processes on a single continuous calculation engine rather than batch cycles. The company is listed in New York and Toronto and was previously named Ceridian.
No named decision-maker yet.
No careers mailbox known
Verified live · 1 hour ago 2 months ago Likely open · 52%

Sr Director, Enterprise Data and AI Platform

≈ $164k – $307k per year (Estimated) • Head+ • 10+ years exp • In office (United States) • Bachelor's Degree • Senior
Microsoft Fabric
AI/ML
LLMOps
Context Engineering
Knowledge Graph
Model Context Protocol
OpenAI
RAG
Machine Learning
AI Agents
DevOps
Azure
CI/CD
Analytics
Tableau
Power BI
Management
Agile
+6
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Persistent Systems

persistent.com
persistent.com • HQ: Pune, India • Information Technology • Health Care • Artificial Intelligence • IT Outsourcing & Dedicated Teams • IT Consulting & Digital Transformation • Custom Software Development • Est. 1990 • Trust A • Hiring 350, 3 new
HQ: Pune, India • Information Technology • Health Care • Artificial Intelligence • IT Outsourcing & Dedicated Teams • IT Consulting & Digital Transformation • Custom Software Development • Est. 1990 • Trust A • Hiring 350, 3 new
Persistent Systems provides software product engineering and digital services. Its work spans cloud platforms, data engineering and industry software modernisation. The company partners closely with major technology vendors.
No named decision-maker yet.
Careers mailbox is known
Verified live · 4 hours ago 2 months ago Fading · 30%

Senior Knowledge Graph and AI Integration Specialist

≈ $20k – $44k per year (Estimated) • Senior • 8+ years exp • Hybrid (Pune, India) • Senior
Python
Databases
Neo4j
AI/ML
LangGraph
DeepEval
Ragas
Hallucination
GraphRAG
Semantic Search
Knowledge Graph
LangChain
RAG
Machine Learning
Management
Agile
+5
Apply
Verified live · 4 hours ago 2 months ago Long shot · 23%

Backend AI Engineer

≈ $17k – $46k per year (Estimated) • Middle • 4+ years exp • Hybrid (Pune, India) • Middle
Node JS
TypeScript
Python
JavaScript
AI/ML
LangGraph
AutoGen
Qwen
DeepSeek
LlamaIndex
Function Calling
Semantic Kernel
CrewAI
Structured Outputs
Semantic Search
Knowledge Graph
Multi-Agent Systems
LangChain
Prompt Engineering
Model Context Protocol
OpenAI
RAG
LLM
AI Agents
DevOps
OpenTelemetry
WebSockets
Rest API
Docker
Kubernetes
CI/CD
AWS
+22
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Open 221 daysVerified live · 4 hours ago 7 months ago Long shot · 9%

Senior Data Scientist

≈ $21k – $43k per year (Estimated) • Senior • 10+ years exp • Hybrid (Pune, India) • Senior
Fine-tuning
Knowledge Graph
Machine Learning
AI Agents
Apply

Eclipse Automation

eclipseautomation.com
eclipseautomation.com • HQ: Cambridge, Canada • Industrial Robotics • Industrial Automation • 1001-5000 employees • Est. 2001 • Trust B • Hiring 49, 11 new
HQ: Cambridge, Canada • Industrial Robotics • Industrial Automation • 1001-5000 employees • Est. 2001 • Trust B • Hiring 49, 11 new
We are an factory automation company that builds reliable, and intelligent systems for manufacturers of all sizes, delivering turnkey automation and solutions that work.
No named decision-maker yet.
Careers mailbox is known
Verified live · 3 hours ago 2 months ago Long shot · 19%

AI Software Engineer

$93k – $111k per year • Senior • 5+ years exp • In office (Cambridge, Canada) • Bachelor's Degree • Senior
Node JS
C#
TypeScript
SQL
Python
JavaScript
C#
.NET
Databases
MySQL
PostgreSQL
pgvector
AI/ML
Embeddings
Function Calling
Reranking
OpenAI Codex
Structured Outputs
Context Engineering
Cursor
Claude Code
RAG
LLM
Knowledge Graph
Frontend
GraphQL
React.js
DevOps
OpenShift
SOAP
GitHub Actions
Azure DevOps
Rest API
Git
Azure
CI/CD
Kubernetes
Robotics
NVIDIA Omniverse
Digital Twin
+26
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Indigo Beam

indigobeam.com
indigobeam.com • Texas • Houston • Casablanca • Dallas • Design & Creative • Est. 2012 • Trust B • Hiring 16, 1 new
Texas • Houston • Casablanca • Dallas • Design & Creative • Est. 2012 • Trust B • Hiring 16, 1 new
Houston-based Indigo Beam uses common sense to solving business problems with the intelligent use of well-designed and appropriate technology.
No named decision-maker yet.
Careers mailbox is known
Verified live · 4 hours ago Visa sponsor 2 months ago Long shot · 19%

Data Architect, AI and Data Practice

≈ $121k – $240k per year (Estimated) • Staff+ • 15+ years exp • In office (Houston, United States) • Full-Time • Architect
SQL
Databases
Microsoft Fabric
Amazon Redshift
Snowflake
Databricks
AI/ML
Copilot Studio
AI Agents
dbt
Knowledge Graph
Model Context Protocol
LLM
DevOps
Amazon S3
Azure
AWS
Cybersecurity
Microsoft Entra ID
Analytics
Dimensional Modeling
ETL/ELT
Power BI
Azure Data Factory
+11
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Machines can read this selection · checked 15:24 UTC
Knowledge Graph Jobs - Remote & On-site
Frequently asked questions
How many Knowledge Graph jobs are available on Alion?
There are currently 1008 active listings from 453 hiring companies on Alion, refreshed daily.
What salary do Knowledge Graph jobs pay?
The average salary is around $225,610 per year based on the current listings.
Are remote options available for Knowledge Graph jobs?
Yes, many of these roles offer remote or hybrid work, and you can filter listings by remote, relocation and visa sponsorship.
How do I apply for Knowledge Graph jobs?
Open any listing on Alion and apply directly with the employer through the provided link - no lengthy sign-up required.