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AspenTech is a leading provider of software solutions for the process industries. Our company is driven by a passion for innovation and a commitment to delivering value to our customers.
The RoleWe are seeking a highly skilled Senior AI Engineer to join our Technology Group. As a key member of our team, you will provide technical leadership in developing innovative solutions for our Manufacturing and Supply Chain offerings. You will leverage your expertise in machine learning, AI, and cognitive computing to drive business growth and improve customer outcomes.
Key Responsibilities- Collaborate with data scientists, engineers, and software developers to develop new machine learning applications for the Energy industry.
- Work with customers, product managers, and technical staff to develop technology strategies that promote continuous innovation in our Manufacturing and Supply Chain offerings.
- Investigate new and emerging technologies to determine how to leverage them into our software applications.
- Master's degree in Computer Science, Chemical Engineering, Mathematics, Operations Research, or a related field; PhD preferred.
- 5+ years of experience in data science and software development in the modeling, optimization, and control of chemical, oil and gas, and/or refining processes.
- Strong expertise in Python programming, including data science specific packages such as Pandas, Numpy, TensorFlow, PyTorch, Scikit-Learn, etc.
- Demonstrated experience with machine learning algorithms, including regression, semi-supervised learning, deep learning, reinforcement learning, time series analysis, predictive modeling, and cognitive computing.
- Strong expertise in one of the following areas: numerical methods, mathematical modeling, optimization.
- Experience with LLM, generative AI, MLops, Graph Knowledge, and/or cloud technologies is a plus.
- Proven ability to design, develop, evaluate, and deploy scalable data-driven models and analytical solutions for machine learning applications.
- Excellent problem-solving skills and attention to detail.
- Demonstrated ability to communicate complex information in a clear and concise manner.
