Process Science - Machine Learning Intern

at 
Solugen
Posted on 
18 Jan

About Solugen

At Solugen, we believe planet-scale change starts with the chemistry we use every day. So, we’ve built the world’s first carbon negative molecule factory. Fusing biology with chemistry and technology to make the materials we need to sustain life on Earth. Solugen, Inc. is a revolutionary product and technology company seeking to use biology to transform the chemicals industry. Solugen was founded in 2016 and is a post-Series D venture-backed biotechnology company supported by renowned venture capital firms including Founders Fund, FiftyYears, Refactor, Y Combinator, Temasek, GIC, and Baillie-Gifford. Located in Houston, Texas, Solugen has recently started-up a first-of-its-kind carbon-negative manufacturing facility - The BioforgeTM - that uses a novel chemoenzymatic technology to manufacture bio-based chemistries for a wide range of applications including water treatment, agriculture, personal care, and other applications. Solugen currently has 175+ full time employees.

Mission

Reporting to the Director of Automation, this individual will work to implement a machine-learning based control system in Solugen’s BioForge. In addition, this individual will provide process engineering support to the automation team and assist in Solugen’s Pilot Plant. This is a hands-on role where the individual’s initiative, engineering prowess, energy level and creativity will make a substantial impact on the company. This is a three-month summer internship with the potential for long-term employment at Solugen.

Key Outcomes
- Work with Solugen’s Machine Learning controls partner to design, implement, and optimize next-generation controls in Solugen’s BioForge
- Assist with equipment design & selection, such as choosing instrumentation and assembling control loop logic
- Assist with pilot plant operations, including preparing reagents, operating pilot equipment (reactors, separators, and ancillary equipment) and analyze results

Key Competencies
Job Specific
- Experience with Physics-Informed Machine Learning required
- Experience with Model-Predictive Control required
- MATLAB or Python skills are required
- Experience in a plant setting is strongly desired
- Attention to detail and organization
- Commitment to safe workplace goals and practices that ensure operational integrity, including compliance with all regulatory policies and procedures.
- Comfortable following safety protocols and wearing personal protective equipment—including hard hats, gloves, earplugs, and respirators--in work zones
- Good familiarity with Office products as well as a general level of comfort with online communication and work management platforms such as Dropbox, Google Doc, and Slack
- Analytical approach to problem solving, with a focus on managing a team environment with attention to results and a sense of urgency

Company Specific
- Be nimble, embrace the speed and ambiguity of startup culture.
- A passion for green chemistry and fighting climate change.
- Ability to self-manage and set your own priorities and schedule
- Be comfortable working in multiple roles
- Emphasize safety above all else
- Respect for others
- Creative problem solving
- Willingness to learn and research new engineering/science concepts

Qualifications
- BS Degree in Chemical Engineering Required
- Pursuing a PhD in Chemical Engineering with an emphasis in Physics-Informed Machine Learning

Solugen is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, gender, sexual orientation, national origin, disability status, protected veteran status or any other legally protected status.

Job Description

About Solugen

At Solugen, we believe planet-scale change starts with the chemistry we use every day. So, we’ve built the world’s first carbon negative molecule factory. Fusing biology with chemistry and technology to make the materials we need to sustain life on Earth. Solugen, Inc. is a revolutionary product and technology company seeking to use biology to transform the chemicals industry. Solugen was founded in 2016 and is a post-Series D venture-backed biotechnology company supported by renowned venture capital firms including Founders Fund, FiftyYears, Refactor, Y Combinator, Temasek, GIC, and Baillie-Gifford. Located in Houston, Texas, Solugen has recently started-up a first-of-its-kind carbon-negative manufacturing facility - The BioforgeTM - that uses a novel chemoenzymatic technology to manufacture bio-based chemistries for a wide range of applications including water treatment, agriculture, personal care, and other applications. Solugen currently has 175+ full time employees.

Mission

Reporting to the Director of Automation, this individual will work to implement a machine-learning based control system in Solugen’s BioForge. In addition, this individual will provide process engineering support to the automation team and assist in Solugen’s Pilot Plant. This is a hands-on role where the individual’s initiative, engineering prowess, energy level and creativity will make a substantial impact on the company. This is a three-month summer internship with the potential for long-term employment at Solugen.

Key Outcomes
- Work with Solugen’s Machine Learning controls partner to design, implement, and optimize next-generation controls in Solugen’s BioForge
- Assist with equipment design & selection, such as choosing instrumentation and assembling control loop logic
- Assist with pilot plant operations, including preparing reagents, operating pilot equipment (reactors, separators, and ancillary equipment) and analyze results

Key Competencies
Job Specific
- Experience with Physics-Informed Machine Learning required
- Experience with Model-Predictive Control required
- MATLAB or Python skills are required
- Experience in a plant setting is strongly desired
- Attention to detail and organization
- Commitment to safe workplace goals and practices that ensure operational integrity, including compliance with all regulatory policies and procedures.
- Comfortable following safety protocols and wearing personal protective equipment—including hard hats, gloves, earplugs, and respirators--in work zones
- Good familiarity with Office products as well as a general level of comfort with online communication and work management platforms such as Dropbox, Google Doc, and Slack
- Analytical approach to problem solving, with a focus on managing a team environment with attention to results and a sense of urgency

Company Specific
- Be nimble, embrace the speed and ambiguity of startup culture.
- A passion for green chemistry and fighting climate change.
- Ability to self-manage and set your own priorities and schedule
- Be comfortable working in multiple roles
- Emphasize safety above all else
- Respect for others
- Creative problem solving
- Willingness to learn and research new engineering/science concepts

Qualifications
- BS Degree in Chemical Engineering Required
- Pursuing a PhD in Chemical Engineering with an emphasis in Physics-Informed Machine Learning

Solugen is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, gender, sexual orientation, national origin, disability status, protected veteran status or any other legally protected status.

Responsibilities

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