Sr. Machine Learning Engineer
Company: Aspen Technology
Location: Bedford
Posted on: February 25, 2021
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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
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