Data Scientist
Fidelity Investments
Durham, North Carolina
3 months ago
Job Description
FBT Core Brokerage Platform & Technology domain is seeking a highly motivated Data Scientist who is passionate about solving business problems using Emerging technologies. Analytics & Insights team is responsible for developing cross capability analytics that bring value to the firm maximizing the new technology being developed as a part of the NextGen Brokerage Platform project.
The Expertise and Skills You Bring
- Advanced degree in Engineering, Computer Science, Mathematics, Computational Statistics, Operations Research, Machine Learning or related technical fields required
- 1-3 years of proven experience as a data scientist in model evaluation, tuning and performance, operationalization and scalability of scientific techniques and establishing decision strategies.
- Natural programmer, and proven experience with statistics and data modeling
- Experience with operational analytics and Financial services experience is a plus
- Extensive experience in written and oral communications/presentations, and ability to produce a variety of business documents (business requirements, technical specs, slide presentations, etc.) that demonstrate command of language, clarity of thought, and orderliness of presentation
- Experience in projects involving large scale-multi dimensional databases, sophisticated business infrastructure, and cross-functional teams. Three to five successfully launched ML projects would be ideal.
- Embrace agile methodology and pay meticulous attention to detail
- Unquestioned integrity
- Your solid skills in algorithm development and predictive modeling
- You have deep knowledge of some combination of the following
- Structured and unstructured data in prediction, classification, clustering, segmentation and time series forecasting algorithms
- Random Forest, XGBoost, LSTM, FFNN, Auto Encoders, Clustering and Text processing algorithms
- Natural Language Processing (NLP)
- Deep Learning, Neural Networks
- Real Time Event Detection and Scoring
- Robotic Process Automation
- Cloud ML, AWS Sagemaker
- Python, Spark, R, Scikit-learn, Keras, TensorFlow, SQL, Visualization tools like Tableau