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Staff Forward Deployed Engineer, Physical Sciences (Level Flexible)

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Staff Forward Deployed Engineer, Physical Sciences (Level Flexible)

Lila Sciences

Staff Forward Deployed Engineer, Physical Sciences (Level Flexible)

Skills

Data EngineeringReactTypescriptData AnalysisMachine LearningAI

1 month ago

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Important information


Salary:

$192,000 – $256,000 / year

Location:

San Francisco, CA, USA

Work mode:

Remote

Published on:

24 September 2026

What they need


Your Impact at LILA

We're seeking extraordinarily talented Forward Deployed Engineers to join our growing team. Our FDEs are high-performing generalists with a broad set of skills across scientific domains and software engineering, in addition to depth in one or more focus areas.

As an FDE, you'll embed directly within our internal and external materials science teams, living their problems and rapidly ideating, building, and deploying solutions that transform their capabilities across the Lila platform. You'll leverage our AI and software platform tools while developing custom features that address each customer's unique challenges. This isn't traditional software development—it's high-velocity, AI-fueled, high-impact engineering where you'll ship production code in days, not months.

What You'll Be Building

  • Developing, wrapping, and adapting domain-specific tools for data analysis, process optimization, and more.
  • Deploying custom agentic scientific workflows that integrate with industrial instruments (PLCs, control software) and data systems (ERP, MES, SCADA).
  • Building real-time data pipelines that transform scientific data into actionable insights.
  • Creating intuitive interfaces that make complex AI/ML capabilities accessible to scientists.

What You'll Need to Succeed

  • Domain expertise in chemistry, materials science, or related field.
  • Ability to communicate effectively with external partners and internal product and technical leaders.
  • Experience with data engineering, ETL pipelines, and working with complexdatasets.
  • Strong full-stack development skills with the ability to work across backend, frontend, and data layers.
  • Exceptional problem-solving abilities and comfort with ambiguous requirements.
  • Knack for product discovery and an ability to pass well-defined customer requirements back to the product teams.
  • Willingness to travel to customer sites for engineering deployments

Bonus Points For

  • Previous customer-facing or consulting experience.
  • Depth in controls engineering and machine learning.
  • Experience with atomistic simulation software ( VASP; Quantum Espresso ).
  • Familiarity with ML/AI implementation and deployment.
  • Familiarity with modern web technologies (TypeScript, React).

What Makes a Great FDE

  • Customer Obsessed: You're energized by understanding customer problems deeply and seeing your solutions drive real impact.
  • Fast Learner: You quickly grasp new scientific domains and translate complex requirements into elegant solutions.
  • Autonomous: You thrive with minimal supervision and take extreme ownership of customer success.
  • Collaborative: You work seamlessly with both technical and non-technical stakeholders.
  • Technically Versatile: You're comfortable jumping between technologies and picking up new tools as needed.

About LILA

Lila Sciences is building Scientific Superintelligence™ to solve humankind's greatest challenges. We believe science is the most inspiring frontier for AI. Rather than hard-coding expert knowledge into tools, LILA builds systems that can learn for themselves.

LILA combines advanced AI models with proprietary AI Science Factory™ instruments into an operating system for science that executes the entire scientific method autonomously, accelerating discovery at unprecedented speed, scale, and impact across medicine, materials, and energy. Learn more at www.lila.ai.

Guided by our core values of truth, trust, curiosity, grit, and velocity, we move with startup speed while tackling problems of historic importance. If this sounds like an environment you'd love to work in, even if you don't meet every qualification listed above, we encourage you to apply.

We're All In

Lila Sciences is committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.

Information you provide during your application process will be handled in accordance with our Candidate Privacy Policy.

A Note to Agencies

Lila Sciences does not accept unsolicited resumes from any source other than candidates. The submission of unsolicited resumes by recruitment or staffing agencies to Lila Sciences or its employees is strictly prohibited unless contacted directly by Lila Science's internal Talent Acquisition team. Any resume submitted by an agency in the absence of a signed agreement will automatically become the property of Lila Sciences, and Lila Sciences will not owe any referral or other fees with respect thereto.

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