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Staff Optimization Engineer
上海, 中国Country:
ChinaLocation:
LOC3254: No.3239 Shenjiang Road, Shanghai, Pudong New Area, Shanghai, ChinaRole:
Location:
Full/ Part-time:
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Carrier Global Corporation, global leader in intelligent climate and energy solutions is committed to creating solutions that matter for people and our planet for generations to come. From the beginning, we've led in inventing new technologies and entirely new industries. Today, we continue to lead because we have a world-class, diverse workforce that puts the customer at the center of everything we do.
About the role
As a Staff Optimization Engineer you provide technical expertise in the area of numerical optimization of thermo-fluid systems which are core to the Carrier business – this includes trade-off and optimize energy efficiency, production cost and operating economy.
You engage with global product teams to solicit business needs and convert those into computational decision-making workflows, methods and tools to radically impact how Carrier products are designed, deployed and operated. Key targets include improving engineering effectiveness as well as developing disruptive, innovative methods for model-based design and operation of Carrier systems.
You also take active part in product development to support design engineers in adopting and using new methods and tools.
You also work closely with other teams in Systems, Controls, ML/AI COE, including teams responsible for model development (to drive the development of optimization-friendly thermo-fluid models) and controls engineering (to promote the use of computational optimization strategies (MPC, RTO) as needed).
Key Responsibilities:
As a (Staff Optimization Engineer), you’ll be responsible for:
- Deployment. Support that methods and tools developed in the group impact the Carrier business through engagement in global product projects, including capture and formulation of computational problems arising in such projects.
- Methods, tools and algorithms. Ensure that appropriate computational methods, tools and algorithms for large-scale numerical optimization are based on sound mathematical foundations and are deployed to match the needs of the Carrier business, including contributing to the architecture, development, testing and documentation of the methods and tools developed in the group.
- Modeling for optimization. Support development of mathematical models for thermo-fluid systems are built based on principles and best practices that secure reliable application of numerical optimization algorithms.
- Talent. Support development and training of staff within Carrier product teams and within the Computational Engineering group; contribute to talent pipeline by supervising student internships and theses.
Requirements
We are looking for people who are
As a minimum you must have:
Education:
MEng or PhD in a relevant Engineering discipline (e.g., applied mathematics, thermal engineering, or chemical engineering) with 5+ years of experience.
Skills and qualifications:
- Familiarity with physics-based modeling principles and best practices of the optimization oriented thermo-fluid systems modeling, such as HVAC systems and vapor compression cycles.
- Familiarity with the optimal control theory and experience from the implementation of the optimal/advanced control of the HVAC systems, e.g., commercial building chiller plants, datacenter cooling system and district energy hub by using RTO, MPC, reinforcement learning, etc.
- Proven ability to capture engineering design and operation problems as mathematical programming problems (NLPs, MIP, MILP), including attention to reliable convergence of such problems by using common solvers, e.g., IPOPT, CONOPT, CPLEX, Gurobi.
- Familiarity and experience with development of computational platforms and tools in Python or equivalent.
- Familiarity with using HPC and cloud-based platforms for computation at scale.
- Demonstrated ability to work as part of a multidisciplinary team and an entrepreneurial attitude towards technological innovation in a global environment.
- Self-starter who is well-organized in an international team environment, with proven communication skills.
Benefits
We are committed to offering competitive benefits programs for all of our employees, and enhancing our programs when necessary.
- Have peace of mind and body with our health insurance
- Make yourself a priority with flexible schedules, parental leave and our holiday purchase scheme
- Drive forward your career through professional development opportunities
- Achieve your personal goals with our Employee Assistance Programme
Our commitment to you
Our greatest assets are the expertise, creativity and passion of our employees. We strive to provide a great place to work that attracts, develops and retains the best talent, promotes employee engagement, fosters teamwork and ultimately drives innovation for the benefit of our customers. We strive to create an environment where you feel that you belong, with diversity and inclusion as the engine to growth and innovation. We develop and deploy best-in-class programs and practices, providing enriching career opportunities, listening to employee feedback and always challenging ourselves to do better. This is The Carrier Way.
Join us and make a difference.
Apply Now!
Carrier is An Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status, age or any other federally protected class.