Senior Manager, Data Science
1 week ago
Fidelity Investments is seeking a highly skilled Senior Manager, Data Science to lead our data science initiatives and drive business outcomes. As a key member of our team, you will be responsible for developing and implementing advanced data analytics and machine learning solutions to improve customer experience and drive business results.
Key Responsibilities:- Design and develop large-scale data preprocessing, manipulation, and analytical tasks using advanced data wrangling and preprocessing methodologies.
- Develop and implement supervised and unsupervised machine learning algorithms, including regression, decision trees, clustering, and hyperparameter optimization.
- Research and build sophisticated artificial intelligence algorithms and models to improve customer experience and drive business outcomes.
- Lead initiatives involving extensive multi-dimensional databases, complex business infrastructure, and collaboration with cross-functional teams.
- Communicate and present data science results and insights to both technical and business stakeholders, ensuring clarity and actionable understanding.
- Bachelor's degree in Computer Science, Engineering, Information Technology, Information Systems, Mathematics, Physics, or a closely related field.
- Five years of experience as a Senior Manager, Data Science or a closely related occupation, performing data analytics, building statistical models, and developing business intelligence applications.
- Demonstrated expertise in performing large-scale data extraction, transformation, and loading processes in large data warehouses with SQL, Apache Hive, or Python.
- Experience designing and building machine learning models and deep learning models in Python using Scikit-Learn, Transformers, or PyTorch.
- Ability to validate and assess model soundness and performance by conducting in-sample and out-of-sample testing using RMSE, R-squared, AUC ROC, Precision, or Recall.
Fidelity Investments is a privately held company with a mission to strengthen the financial well-being of our clients. We offer a range of benefits, including flexible work arrangements, competitive compensation, and opportunities for professional growth and development.
We are an equal opportunity employer and welcome applications from diverse candidates. If you are passionate about data science and want to make a meaningful impact, we encourage you to apply for this exciting opportunity.
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