Software Modeller

Role Title

Location: Mountain View, CA

Compensation: $200K–$320K depending on experience, plus meaningful early-employee equity.

About Atum Works

We are building the world's first scalable 3D lithography foundry: technology that could fundamentally change how advanced computing systems are built and the material basis of our world.

The world is changed by small groups of unusually capable people working on an ambitious problem together. We are looking for the next core team member that will redefine advanced packaging and shape the trajectory of Atum Works.

Position Summary

As a Software Engineer / Modeller, you will work directly with the founders and engineering team to build the modelling and simulation systems that help Atum decide what to do next.

You should be comfortable going from pen and paper equations to working code quickly. This includes deriving and solving equations at the right level of detail for the problem at hand.

As the company enters its next phase of technical progress, you will help define the modelling and software systems that allow Atum to scale while maintaining a high rate of learning.

Much of this role is taking messy physical systems and turning them into something we can actually use.

Your work will directly impact how quickly we learn, iterate, and improve. You are not here to build perfect models. You are here to help the team make better decisions, faster.

Your work will extend beyond modelling into real systems, including tooling that supports testing, assembly, and process development.

We care about people who can operate at the right level of abstraction for the problem at hand.

Many people have experience with statistics but you will need to understand the underlying assumptions and simplifications that lie beneath the methods you use.

Regardless of level, this is a highly hands-on role and requires building models, writing code, and shipping tools directly.

Qualifications

• Build and own modelling and simulation systems for Atum’s core processes
• Develop models for feature formation, deposition behavior, and interconnect performance that directly inform experiments and design decisions
• Help create and evolve Atum’s digital twin by connecting modelling, experimental data, and system behavior
• Translate physical systems into mathematical and numerical models, from first principles through validation
• Build fast, practical engineering tools that enable rapid exploration of design and process tradeoffs
• Partner closely with process and materials teams to create tight model-to-experiment feedback loops
• Develop software systems for automation, data collection, experimental workflows, and instrument control
• Turn modelling outputs into practical engineering tools, process design kits, or manufacturing guidelines
• Strong first-principles thinking across physics, materials, mechanical, chemical, or electrical engineering
• Experience building practical simulation and modelling tools used in real-world systems
• Strong coding ability in Python, C , Julia, or similar languages
• Comfortable working across analytical models, numerical simulation, optimization, and data-driven methods
• Experience with numerical methods such as finite element, finite difference, or related approaches
• Strong mathematical intuition and ability to validate models with order-of-magnitude reasoning
• Experience working with data, uncertainty, and statistics; SPC experience is a plus
• Experience applying machine learning to physical systems is a plus
• High ownership, strong execution, and ability to move quickly from idea to working system
  
  

Preferred

• Experience in semiconductors, packaging, MEMS, or adjacent domains
• Experience modelling deposition processes, interconnects, or reliability
• Familiarity with multiphysics tools such as COMSOL or ANSYS
• Experience working closely with experimental or hardware teams
• Experience with GPU programming or high-performance computing is a plus
• Experience with data driven dynamical systems (e.g. SINDy, graph completion) and uncertainty quantification (gaussian processes, markov chain monte carlo, etc.) a plus
  
  

Benefits

Medical, dental, vision, and 401k

Equal Opportunity Employer

We are proud to be an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. Qualified applicants will receive consideration for employment regardless of any protected characteristic under applicable federal, state, or local laws.