Sr Data Scientist - Advanced Process Control

Company: Aspen Technology, Inc.
Location: Houston
Posted on: April 7, 2025

Job Description:

Sr Data Scientist - Advanced Process ControlApply locationsHoustonTime typeFull timePosted onPosted 3 Days AgoJob Requisition IDR7138The driving force behind our success has always been the people of AspenTech. What drives us, is our aspiration, our desire and ambition to keep pushing the envelope, overcoming any hurdle, challenging the status quo to continually find a better way. You will experience these qualities of passion, pride and aspiration in many ways - from a rich set of career development programs to support of community service projects to social events that foster fun and relationship building across our global community.The RoleAs a Senior Data Scientist in our rapidly growing Technology Group, you will provide technical contributions in developing innovative solutions for the next generation of Production Automation and Advanced Process Control. We are looking for sharp, disciplined, and highly quantitative individuals who have a passion for playing with complex data and cutting-edge technologies, in all its forms, including data mining, mathematical modeling, operation research, optimization, and expert systems. You will leverage your skills and passion for Machine Learning and AI to drive AspenTech's process control and optimization strategy by developing ground-breaking software.Your Impact

• Provide technical contribution and collaborate with data scientists, engineers, and software developers to develop new machine learning applications for the supply chain and manufacturing industries.
• Collaborate with customers, product managers and technical staff to develop technology strategies to promote continuous innovation in our Production Automation and Value Chain Optimization offerings.
• Investigate new and developing technologies as they appear in industry and academia and determine how to leverage these new technologies into our software applications.
• Provide thought leadership and represent AspenTech at industry and academic meetings and conferences.What You'll Need
  • Master's in computer science, Engineering, Operation Research, or a related major; PhD preferred.
  • Deep knowledge in advanced process control.
  • 5+ years of experience in data analytics and software development/programming with one or more of Python, Julia, Matlab, C++/C and C#.
  • Experience with machine learning algorithms (regression, semi-supervised learning, deep learning, reinforcement learning, time series analysis, predictive modeling, data mining, cognitive computing).
  • Demonstrated ability to use scientific research to deliver value to customers.
  • Problem-solving ability and attention to details.
  • Excellent interpersonal, communication, writing, and presentation skills.
  • Demonstrated ability to convey complex information in a clear and concise manner.Preferred/Plus:
    • Knowledge of operations research, chemical/manufacturing supply chain management.
    • Knowledge in non-linear programming, optimization, multivariate analysis.
    • History of publishing research and innovation outcomes in the ML field.
    • Familiarity with LLM, generative AI, ML-Ops, Graph Knowledge, and cloud technologies.About UsAspenTech is a global software leader helping industries meet the increasing demand for resources from a rapidly growing population in a profitable and sustainable manner. Our Digital Grid Management software suite, including AspenTech OSI products, helps power and utilities companies achieve superior real-time control, optimization and management for exceptional performance of complex energy networks.If you're looking to make a difference every day and push the limits of performance, AspenTech is doing things no one else thought was possible. As a leading industrial software partner, we help companies all over the world run safer, greener, longer and faster.With over 3700 employees and more than 60 global locations, AspenTech is meeting today's sustainability and business challenges head-on with unmatched expertise, cutting-edge AI-powered technology and a passion to innovate.AspenTech is an Equal Opportunity/Affirmative Action employer. AspenTech does not discriminate against employees or applicants on the basis of age, race, color, religion, creed, ancestry, sex, sexual orientation, gender identity or expression, pregnancy or related conditions, marital status, familial status, national origin, disability, medical condition, genetic information, citizenship, military service or protected Veteran Status or any other basis protected by applicable federal, state, or local law.Reasonable Accommodation:We will provide reasonable accommodations to qualified individuals who have a disability or sincere religious reasons to request accommodation, when necessary to enable the individual to participate in the job application or interview process. If you wish to request an accommodation, please contact us at recruiting@aspentech.com.
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Keywords: Aspen Technology, Inc., Houston , Sr Data Scientist - Advanced Process Control, Other , Houston, Texas