Sr. Machine Learning Engineer

Company: Aspen Technology
Location: Bedford
Posted on: February 25, 2021

Job Description:

AspenTech is looking for a Sr Machine Learning Engineer to join our growing Asset Performance Management team, building the next generation AI products for IoT and asset optimization.What you will do:* Contribute to designing, building, evaluating, shipping, and refining Aspen Tech APM products by hands-on ML development* Collaborate with a cross functional agile team spanning data science, product management engineering, and customer facing teams to build new product features that advance our mission of offering Self Optimization Plant solutions.* Prototype new approaches and productionize solutions at scale involving hundreds of millions of data points.* Promote and role-model best practices of ML systems development, testing, evaluation, etc., both inside the team as well as throughout the organization* Be part of an active group of machine learning practitioners in Boston APM Team (and across Aspen Technology ) collaborating with one anotherWhat you'll need:* A strong background in machine learning, enjoy applying theory to develop real-world applications, with experience and expertise in time-series, prediction and deep learning machine learning algorithms.* Hands-on experience implementing production machine learning systems at scale in Python, Scala or similar languages. Experience with TensorFlow, PyTorch, Scikit-learn, XGBoost, Pandas etc is a strong plus* Understanding of ML-Ops is Plus* Interest in agile software processes, data-driven development, reliability, and disciplined experimentation* MS in Computer Science or a related technical major with 5-7 years of experience developing commercial software.* Linux knowledge, development of microservices, Cloud deployment is a plus.* Practical experience with data science algorithms and distributed computing. Knowledge of deep learning is a huge plus.* Excellent interpersonal, communication, and presentation skills.* Demonstrated ability to convey complex information in a clear and concise manner using effective visualizations.* English fluency (written and verbal) required.

Keywords: Aspen Technology, Boston , Sr. Machine Learning Engineer, Engineering , Bedford, Massachusetts