One Thing

Technology

PrincipalDataScientist

S$240–360k ~AI est. Singapore FULL TIME Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Principal Data Scientist at One Thing. Skills: Digital Twin, Simulation, Machine Learning, Data Science. Spearhead digital twin team formation. Drive innovation”

What You'll Achieve.

Create highly accurate digital twins; Enable advanced capabilities

Industry & Context.

Technology
Problems you'll solve

Optimization; Algorithmic problem-solving

What They're Looking For.

Must Have

Master's/PhD degree, 12+ years of experience, 3D modeling and Simulation, Python, R, SQL proficiency, Machine learning frameworks experience, Simulation tools experience, Semiconductor manufacturing knowledge, IoT data pipelines familiarity, MES systems familiarity, Cloud platforms familiarity

Nice to Have

PhD preferred, Omniverse experience, AWS certification, Azure certification

What You'll Do.

Spearhead digital twin team formation

Lead exploration of digital twin use cases

Define digital twin use cases

Deliver digital twin use cases

Guide cross-functional partners

Architect scalable simulation pipelines

Shape data strategies

Shape model strategies

Establish technical standards

Translate technology capabilities into business value

Build data-driven models

Maintain data-driven models

Integrate IoT sensor data

Integrate facility data

Run what-if scenarios

Optimize fab workflows

Simulate construction phasing

Simulate construction sequencing

Simulate structural load

Simulate occupant movement

Simulate site logistics

Develop algorithms for predictive maintenance

Develop algorithms for throughput optimization

Develop algorithms for energy efficiency

Apply statistical techniques

Forecast equipment failures

Forecast cycle time variations

Forecast yield impacts

Work closely with process engineers

Work closely with facility planners

Work closely with IT teams

Support cross-functional projects

How You'll Work.

Team & Collaboration

Cross-functional partners; Data engineers; Solution architect; External solution provider; Construction teams; Facility teams; Planning teams; Process engineers; Facility planners; IT teams; AI projects; Automation projects; Industry 4.0 initiatives

Full Job Description

**Our vision is to transform how the world uses information to enrich life for all.** Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. **Responsibilities include, but not limited to:** As a Principal Data Scientist, you will spearhead the formation of a next‑generation fab digital twin team, driving innovation in an environment where NVIDIA Omniverse and OpenUSD‑based simulation technologies are entirely new to the organization. You will lead the exploration, definition, and delivery of cutting‑edge digital twin use cases, guiding cross‑functional partners through uncharted technical territories. This includes architecting scalable simulation pipelines, shaping data and model strategies, and establishing technical standards for real‑time, physics‑accurate virtual representations of advanced manufacturing operations. You will act as both a hands‑on technical leader and a strategic visionary—translating emerging technology capabilities into transformative business value while mentoring a growing team through rapid experimentation, ambiguity, and industry‑first innovation. You will work closely with data engineers, solution architect, external solution provider, and our stakeholders in construction, facility, planning teams in a collaborative manner to create highly accurate digital twins of our fabs and enable more advanced capabilities, e.g., Photorealistic and physics-based simulation, etc.. * **Digital Twin Development** * Build and maintain data-driven models representing fab processes, equipment behavior, and subfab utilities. * Integrate IoT sensor data, MES (Manufacturing Execution System) data

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