This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of ... This postdoctoral position offers the opportunity to build a predictive mechanistic model of ...
Lead AI Engineer - Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Onto Innovation is a leader in process control, combining global scale with an expanded portfolio ... Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis. * Computer ...
Lead AI Engineer - Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Onto Innovation is a leader in process control, combining global scale with an expanded portfolio ... Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis. * Computer ...
Lead AI Engineer - Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Onto Innovation is a leader in process control, combining global scale with an expanded portfolio ... Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis. * Computer ...
Lead AI Engineer - Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Onto Innovation is a leader in process control, combining global scale with an expanded portfolio ... Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis. * Computer ...
Postdoctoral Research Fellow - Multiomics
$72K - $76K/yr
Design and optimize predictive models of drug response, including the use of digital twin ... Maintain rigorous documentation, reproducibility, and quality control of computational workflows.
Postdoctoral Research Fellow - Multiomics
$72K - $76K/yr
Design and optimize predictive models of drug response, including the use of digital twin ... Maintain rigorous documentation, reproducibility, and quality control of computational workflows.
Manager Advanced Analytics
Quincy, MA · On-site
$125.20 - $187.80/hr
Develop predictive models and algorithms for the creation of new insights which lead to scalable ... such as control tower, vendor profitability models, and out of stock detection among others.
New
Manager Advanced Analytics
Quincy, MA · On-site
$125.20 - $187.80/hr
Develop predictive models and algorithms for the creation of new insights which lead to scalable ... such as control tower, vendor profitability models, and out of stock detection among others.
New
Quantum Calibrations Intern, Quantum Computing Services
$16.25 - $21.75/hr
Develop predictive models for key performance metrics (gate fidelity, coherence, readout error ... Exposure to laboratory instrumentation, data acquisition, or experimental control systems.
Quantum Calibrations Intern, Quantum Computing Services
$16.25 - $21.75/hr
Develop predictive models for key performance metrics (gate fidelity, coherence, readout error ... Exposure to laboratory instrumentation, data acquisition, or experimental control systems.
Lead AI Engineer -- Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis; Computer ... Onto Innovation stands alone in process control with our unique perspective across the ...
Lead AI Engineer -- Semiconductor AI Innovation
Wilmington, MA · On-site
$112K - $147K/yr
Predictive Modeling - tool failure prediction, anomaly detection, time-series analysis; Computer ... Onto Innovation stands alone in process control with our unique perspective across the ...
... including generative AI, predictive models, and vendor-enabled AI capabilities-are designed ... control expectations, and ongoing oversight. * Define and report on operational KPIs (e.g ...
... including generative AI, predictive models, and vendor-enabled AI capabilities-are designed ... control expectations, and ongoing oversight. * Define and report on operational KPIs (e.g ...
... including generative AI, predictive models, and vendor-enabled AI capabilities-are designed ... control expectations, and ongoing oversight. * Define and report on operational KPIs (e.g ...
... including generative AI, predictive models, and vendor-enabled AI capabilities-are designed ... control expectations, and ongoing oversight. * Define and report on operational KPIs (e.g ...
... control center. As the world enters an era of strategic competition, Anduril is committed to ... This includes establishing robust data governance, developing predictive models, designing advanced ...
... control center. As the world enters an era of strategic competition, Anduril is committed to ... This includes establishing robust data governance, developing predictive models, designing advanced ...
... control limits and pharmaceutical product shelf-life. Recommend test designs, sampling requirements and data collection strategies to help with predictive modeling as well as hypothesis testing.
... control limits and pharmaceutical product shelf-life. Recommend test designs, sampling requirements and data collection strategies to help with predictive modeling as well as hypothesis testing.
Senior Data Scientist
Boston, MA · On-site
$78.70 - $138.20/hr
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
New
Senior Data Scientist
Boston, MA · On-site
$78.70 - $138.20/hr
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
New
... control center. As the world enters an era of strategic competition, Anduril is committed to ... Reduce asset downtime through predictive maintenance models and intelligent inventory positioning
... control center. As the world enters an era of strategic competition, Anduril is committed to ... Reduce asset downtime through predictive maintenance models and intelligent inventory positioning
... control center. As the world enters an era of strategic competition, Anduril is committed to ... Reduce asset downtime through predictive maintenance models and intelligent inventory positioning
... control center. As the world enters an era of strategic competition, Anduril is committed to ... Reduce asset downtime through predictive maintenance models and intelligent inventory positioning
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
Senior Data Scientist
Boston, MA · On-site
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
Senior Data Scientist
Boston, MA · On-site
You will create large data sets, provide information-based decision logic and predictive modeling ... control processes for analytics, model development, and validation. * Monitor execution of ...
AI/ML Engineer
Boston, MA · On-site
$32 - $35/hr
... AI, and predictive analytics techniques. Deploy machine learning models into production ... Familiarity with version control systems like Git. Preferred Qualifications Experience with ...
Quick apply
AI/ML Engineer
Boston, MA · On-site
$32 - $35/hr
... AI, and predictive analytics techniques. Deploy machine learning models into production ... Familiarity with version control systems like Git. Preferred Qualifications Experience with ...
AI/ML Engineer
Boston, MA · On-site
$124K - $149K/yr
... AI, and predictive analytics techniques. Deploy machine learning models into production ... Familiarity with version control systems like Git. Preferred Qualifications Experience with ...
Quick apply
AI/ML Engineer
Boston, MA · On-site
$124K - $149K/yr
... AI, and predictive analytics techniques. Deploy machine learning models into production ... Familiarity with version control systems like Git. Preferred Qualifications Experience with ...
Model Predictive Control information
What is model predictive control?
What is the difference between Model Predictive Control vs Control Systems Engineer?
| Aspect | Model Predictive Control | Control Systems Engineer |
|---|---|---|
| Credentials | Engineering degree, control theory, process modeling | Engineering degree, control systems, automation |
| Work Environment | Industrial automation, process control, manufacturing | Design, develop, and maintain control systems across industries |
| Industry Usage | Process industries, chemical, oil & gas, manufacturing | Automation, robotics, embedded systems, industrial sectors |
Model Predictive Control (MPC) focuses on advanced control algorithms for optimizing processes, while Control Systems Engineers design and implement various control systems. MPC is a specialized skill within control engineering, often requiring knowledge of process modeling and optimization, whereas Control Systems Engineers have broader responsibilities across multiple control technologies. Both roles are essential in industrial automation but differ in scope and application.
What are the typical challenges faced by engineers working with model predictive control systems in an industrial setting?
What are the key skills and qualifications needed to thrive as a model predictive control engineer, and why are they important?

Post-Doctoral Scientist - Mechanistic Modeling & Simulation(SMDD)
Boston, MA • On-site
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 15 days ago
Eli Lilly and Company rating
8.8
Based on 63 frontline employees who took The Breakroom Quiz
11th of 86 rated pharmaceutical
Job description
As part of Lilly Research Laboratories, Synthetic Molecule Design and Development (SMDD) is a dynamic group made up of synthetic chemists, pharmaceutical scientists, analytical chemists, and engineers. We strive to identify, develop and apply groundbreaking technologies to deliver maximum benefit to our patients. Our team is looking for a creative and energetic chemical engineer to collaborate with a growing multidisciplinary team. Aided with high-throughput experimentation and predictive thermodynamic tools, the engineer will use mechanistic modeling to develop a workflow to perform in-silico optimization of the biocatalytic assembly of oligonucleotides.
Responsibilities: Traditionally, oligonucleotide therapeutics such as siRNA, ASO, and sgRNA rely on linear solid-phase oligonucleotide synthesis (SPOS), which is subject to yield, purity, and purification burden challenges as the sequence length increases. In contrast, a promising alternative is a convergent route where shorter oligonucleotide fragments are prepared via SPOS and joined together enzymatically. This enzymatic ligation (EL) approach has demonstrated superior yield, purity, and control of critical impurities as well as reduced environmental impact compared to SPOS. As a result, this approach has generated significant interest from the pharmaceutical industry as exemplified by numerous patents, publications, and conference presentations. Whereas the elementary steps of the ligation reaction have been elucidated in the literature using wild type enzymes, much more is to be understood to enable the development of a scalable and versatile synthesis platform that gets genetic medicines to patients faster.
This postdoctoral position offers the opportunity to build a predictive mechanistic model of enzymatic ligation kinetics, generate process understanding that has previously been limited to qualitative trends, and accelerate EL process development. This project will also leverage high-throughput experimentation capabilities at the Lilly Seaport Innovation Center in Boston to parameterize thermodynamic and kinetic models of oligonucleotide assembly and ligation. The project provides the chance to collaborate not just within SMDD, but also discovery and development teams on multiple genetic medicine modalities across Boston and Indianapolis sites.
The prestigious Lilly Research Laboratories (LRL) post-doctoral program funds challenging and innovative projects in the pre-competitive space with the expectation of external publication and presentation. LRL post docs receive mentorship from leading scientists at Lilly as well as the opportunity to network with other scientists in the program. The post-doc project is expected to result in scientific publications as well as computational workflows for internal process development.
Top candidates for this position will be expected to:
- Initiate collaborations across and beyond the SMDD organization to pioneer a multi-disciplinary approach to accelerating process optimization via computational tools
- Understand and prioritize key challenges in process development via interactions with diverse talent across the larger organization.
- Demonstrate independence, self-motivation, and high learning agility regarding grasping and exploiting new scientific concepts and methods.
- Engage the external environment through presentation of findings at conferences and publishing in high-quality peer-reviewed journals.
- Embrace diversity of thought, background and experience to deliver innovative solutions. Possess strong communication (oral, written), organizational, and leadership skills.
- Apply the scientific method through ambiguity, welcome and rapidly adjust to change, and identify and drive superior methods to accomplish tasks.
Basic Requirements:
- PhD in chemical engineering, chemistry, or a related field with experience in modeling and simulation
- Qualified applicants must be authorized to work in the United States on a full-time basis. Lilly will not provide support for or sponsor work authorization or visas for this role, including but not limited to F-1 CPT, F-1 OPT, F-1 STEM OPT, J-1, H-1B, TN, O-1, E-3, H-1B1, or L-1.
Additional Skills/Preferences:
- Experience with biocatalytic reaction systems and their kinetic modeling
- Proficiency in programming and modeling and simulation tools (e.g. MATLAB, Python)
- Familiarity with nucleic acid structure/thermodynamics prediction tools
- Experience with lab automation and high-throughput experimentation
- Interpersonal and collaborative skills
- Ability to prioritize multiple activities and handle ambiguity
- Ability to influence others to promote a positive work environment
- Understanding and awareness of the external scientific and regulatory landscape
- Demonstrated technical proficiency and ability to create ideas for future work plans
- Established external publication record
Additional Information:
- Travel: 0 to 10%
- Position Location: Lilly Seaport Innovation Center, Boston, MA.
- This position is not permanent. It is for a fixed term position up to a maximum of 3 years. Qualified applicants must be authorized to work in the United States on a full-time basis.
Lilly is dedicated to helping individuals with disabilities to actively engage in the workforce, ensuring equal opportunities when vying for positions. If you require accommodation to submit a resume for a position at Lilly, please complete the accommodation request form (https://careers.lilly.com/us/en/workplace-accommodation) for further assistance. Please note this is for individuals to request an accommodation as part of the application process and any other correspondence will not receive a response.
Lilly is proud to be an EEO Employer and does not discriminate on the basis of age, race, color, religion, gender identity, sex, gender expression, sexual orientation, genetic information, ancestry, national origin, protected veteran status, disability, or any other legally protected status.
Our employee resource groups (ERGs) offer strong support networks for their members and are open to all employees. Our current groups include: Africa, Middle East, Central Asia (AMECA), Black Employees at Lilly (BE@Lilly), Chinese Culture Network (CCN), EnAble, Evolve, Lilly Indian Network (LIN), Organization of Latinx at Lilly (OLA), Pride (LGBTQ+ Allies), Veterans Leadership Network (VLN) and Women's Initiative for Leading at Lilly (WILL).
Actual compensation will depend on a candidate's education, experience, skills, and geographic location. The anticipated wage for this position is
$58,000 - $123,200
Full-time equivalent employees also will be eligible for a company bonus (depending, in part, on company and individual performance). In addition, Lilly offers a comprehensive benefit program to eligible employees, including eligibility to participate in a company-sponsored 401(k); pension; vacation benefits; eligibility for medical, dental, vision and prescription drug benefits; flexible benefits (e.g., healthcare and/or dependent day care flexible spending accounts); life insurance and death benefits; certain time off and leave of absence benefits; and well-being benefits (e.g., employee assistance program, fitness benefits, and employee clubs and activities).Lilly reserves the right to amend, modify, or terminate its compensation and benefit programs in its sole discretion and Lilly's compensation practices and guidelines will apply regarding the details of any promotion or transfer of Lilly employees.
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About Eli Lilly
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Eli Lilly, based in Indianapolis, IN, US, is one of the pioneers in the pharmaceutical industry with a rich history dating back to 1876. This global pharmaceutical company focuses on discovering, developing, manufacturing and selling pharmaceutical products in approximately 120 countries. The company's product categories include endocrinology, oncology, cardiovascular, neuroscience, and immunology. Having invested over $9 billion in research and development in the past decade, Eli Lilly is also committed to creating high-quality medicines that meet real needs. As a recipient of several awards and recognitions, Eli Lilly is known for its focus on life-saving research and drug development. Their mission is to make medicines that help people live longer, healthier, and more active lives.
Industry
Pharmaceutical product wholesalers
Company size
10,000+ Employees
Headquarters location
Indianapolis, IN, US
Year founded
1876