Xora Innovation
Manufacturing
VPofAI
Neural analysis suggests this role is
optimal for Executive candidates.
“VP of AI at Xora Innovation. Skills: AI Architecture, Machine Learning, Data Infrastructure, Autonomous Manufacturing. Build AI organization. Manage AI organization”
Industry & Context.
Turning ambiguous problems into systems
What They're Looking For.
Must Have
10+ years of experience in AI, Hands-on AI management experience, Experience building AI organizations, Experience with robotics, Experience with autonomous systems, Experience with industrial systems, Experience with physics-informed ML, Experience with reinforcement learning, Experience with control systems, Experience with simulation, Experience with digital twins, Experience with real-world telemetry, Experience designing AI infrastructure, Experience building ML infrastructure, Experience building data infrastructure, Experience building software infrastructure, Exceptional hands-on coding skills, Ability to manage data pipelines, Ability to manage model orchestration, Ability to manage feedback loops, Ability to manage complex data, Strong understanding of optimization, Strong understanding of statistical modeling, Strong understanding of system-level AI, Bachelor’s degree in Computer Science, Bachelor’s degree in Robotics, Bachelor’s degree in Engineering, Bachelor’s degree in Physics, Bachelor’s degree in Mathematics
Nice to Have
Master's degree, PhD, Startup experience, Experience scaling AI organizations, Experience at OpenAI, Experience at Anthropic, Experience at Google, Experience at Meta, Track record of turning ambiguous problems into systems
What You'll Do.
Build AI organization
Manage AI organization
Review AI architecture
Design intelligence layers
Develop intelligence layers
Interpret manufacturing intent
Understand system deviations
Generate corrective actions
Integrate multidisciplinary data
Define AI interaction with physics models
Define AI interaction with machine telemetry
Define AI interaction with sensor data
Define AI interaction with CNC programs
Define AI interaction with manufacturing context
Build AI systems to extract machining intent
Account for operator variability
Account for CAM differences
Account for programming styles
Design learning frameworks
Develop feedback loops
Combine AI reasoning with physics models
Combine AI reasoning with sensor data
Improve machines from corrections
Improve machines from production results
Create scalable data architecture
Capture manufacturing intelligence
Define simulation environments
Define validation environments
Train autonomous correction models
Test autonomous correction models
Scale autonomous correction models
Drive strategic cross-functional leadership
Contribute to company strategy
Contribute to technology roadmaps
Contribute to business roadmaps
Contribute to project plans
How You'll Work.
Team & Collaboration
Founding leadership team; Cross-functional leaders
Process & Methodology
Project plans
Full Job Description
**About 4MP** At 4MP, we are building a new technological foundation for precision manufacturing. Our systems enable CNC machines to self-measure, self-correct, and continuously improve their performance – transforming conventional machine tools into _autonomous_ precision systems. Backed by Xora Innovation (“Xora”) and extensively vetted by recognized experts across industry and government laboratories, 4MP is at the beginning of a category-defining journey. We are transitioning from early development into building a visionary company that will redefine how precision manufacturing is done globally. **About Xora Innovation** Xora is a leading global AI and deep tech venture firm backed by Temasek, Singapore’s sovereign wealth fund. At Xora, we provide capital and long-term commitment to exceptional entrepreneurs who are transforming essential industries. Our investments focus on three key sectors: AI Infrastructure, Applied AI and Deep Tech. We are active as an early-stage venture investor, preferring to enter at the Seed or Series A stage, and remain deeply committed as long-term partners. We also collaborate with founders to form and launch high-velocity startups based on strong market theses. **Xora’s portfolio companies include:** [Celestial AI](https://investor.marvell.com/news-events/press-releases/detail/1005/marvell-completes-acquisition-of-celestial-ai) (Photonic Fabric™ technology platform, exited to Marvell Technologies) [Amperesand](https://amperesand.io/) (next-gen power infrastructure for AI data centers) [Bedrock Robotics](https://bedrockrobotics.com/) (autonomous machines for construction) [Upscale AI](https://upscaleai.com/) (back-end networking for data centers) [Vinci](https://www.getvinci.ai/) (physics-driven AI for hardware simulation and design) **About the Role** We are seeking a hands-on, visionary VP of AI who can architect, code, build, and lead from the front. You will work directly with the founding leadership team across software, machin
Applying for this VP of AI role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
ANONYMOUS · UNFILTERED
What do employees actually say about Xora Innovation?
Real rants from real employees. Read before you apply.