AWS Cloud Engineer with Machine Learning Operations

4 weeks ago


Boston, Massachusetts, United States Qualitative Financials Full time
Job Title: AWS Cloud Engineer with Machine Learning Operations

About the Role:
We are seeking a highly skilled AWS Cloud Engineer with expertise in Machine Learning Operations to join our team at Qualitative Financials. As a Cloud Engineer, you will be responsible for building and maintaining large-scale client infrastructure and pipelines. You will contribute to the development of advanced analytics and machine learning platforms, enabling both prediction and optimization of models. Your role will involve extending existing client platforms and frameworks for scaling model training and deployment. You will partner closely with various business and engineering teams to drive the adoption and integration of model outputs.

About You:
To be successful in this role, you will have a Bachelor's or Master's degree in a technology-related field. You will have experience in object-oriented programming (Java, Scala, Python), SQL, Unix scripting, or related programming languages. You will also have exposure to some of Python's data science ecosystem (numpy, pandas, scikit-learn, TensorFlow, etc.).

Key Responsibilities:
Design and develop a feature generation and store framework that promotes sharing of data/features among different client models. Partner with data scientists to help use the foundational platform upon which models can be built and trained. Operationalize client models at scale (e.g., serve predictions on tens of millions of customers). Build tools to help detect shifts in data/features used by client models to help identify issues in advance of deteriorating prediction quality, monitoring the uncertainty of model outputs, automating prediction explanations for model diagnostics. Explore new technology trends and leverage them to simplify our data and client ecosystem. Drive innovation and implement solutions with future thinking. Guide teams to improve development agility and productivity. Resolve technical roadblocks and mitigate potential risks. Deliver system automation by setting up continuous integration/continuous delivery pipelines.

What We Offer:
We offer a dynamic and collaborative work environment, opportunities for professional growth and development, and a competitive compensation package. If you are a motivated and experienced AWS Cloud Engineer with a passion for machine learning operations, we encourage you to apply for this exciting opportunity.

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