Process Modeling and Optimization Specialist

Ark is developing an intelligent biomanufacturing platform so that more scientific breakthroughs reach commercialization. By integrating advanced modeling and simulation into bioprocessing, Ark short-circuits the lengthy and expensive development process (years and $100Ms). Ark’s platform includes an experiment co-pilot and digital twin for rapid process optimization and an intelligent bioreactor that drives productivity growth. Ark's platform will expedite the commercialization of biotechnological innovations that can improve human health, combat climate change, and enhance national security.

About the role

At Ark, we are creating the first intelligent bioreactor. Leveraging Industry 4.0, we are developing a new operating system for biomanufacturing where decisions are made automatically, enabled by real-time data from advanced sensors and a first-of-its-kind digital twin. ArkOS will dramatically improve yield through enabling optimal decision-making, so that cultivated meat companies can produce more, for less.

We are looking for a Process Modeling and Optimization Specialist with a solid background in statistics, experience with real-time optimization, and expertise in data-driven modeling. The ideal candidate will be responsible for developing and deploying fit-for-purpose models for control and optimization of cell culture processes. 

In this role, you will develop and deploy computational models for ArkOS spanning (1) advanced real-time data capture (e.g., real-time state estimation based on spectroscopy data), (2) operational digital-twin simulations (e.g., enabling robust hybrids models of cell growth and other critical parameters), (3) model-based control (e.g., deploying supervisory control algorithm for batch optimization). 

The role of the Process Modeling and Optimization Specialist is an excellent opportunity for a highly-entrepreneurial, hard-working, self-motivated individual who thrives in a fast-paced, creative environment. The position entails working with a multidisciplinary team as part of a new product development cycle, which includes developing concepts and taking them from initial design and prototyping through commercialization.

Position

• Full-time, exempt
• Greater Boston area 
• Benefits include health, dental, and vision coverage, holiday and vacation time, 401k matching, stock options, and opportunity for career advancement as the company grows

Key responsibilities

• Prototype and improve a robust data pipeline for processing and analyzing large volumes of data
• Develop reliable model-based control algorithms and soft-sensors
• Develop and deploy robust algorithms for optimization of cell culture processes
• Create robust and adaptive control algorithms for advanced manufacturing systems for cultivated meat
• Utilize mechanistic modeling, data analytics, and optimal design control techniques to improve manufacturing processes
• Work with the automation and data teams to integrate models that improve yield and process robustness
• Collaborate with clients and partners to translate their process requirements into concrete optimization problems

About you

• MS or Ph.D. in chemical engineering, data-science, operations research, applied mathematics, statistics, or other relevant fields
• Ph.D. or 2+ years of direct experience in numerical simulation of dynamic systems
• Experience in statistical modeling and parameter estimation
• Expertise in programming and solving complex differential equations 
• End-to-end skills in simulation planning, execution, data analysis, and documentation
• Understanding unit operations and fundamental engineering principles of mass transfer, heat transfer, and reaction kinetics is a plus

Ark Biotech is an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status or disability status.