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Data Scientist 4 - Principal Data Scientist
The data science team at Oracle Analytics works on diverse data science / ML problems on enterprise data such as invoice payment prediction, churn prediction, demand prediction, and recommender systems.
We use a combination of technologies including text processing, information retrieval, natural language processing (including large language models), and time series prediction.
As a member of the Data Science team, you will perform the following tasks :
- Understand background literature / relevant research papers in the problem domains.
- Processing, cleansing, and verification of data (Data Engineering).
- Perform Adhoc analysis and visualization of data.
- Develop machine learning models using PySpark, scikit-learn, Keras, TensorFlow, PyTorch, etc.
- Work on data pipelines for deploying the machine learning models (e.g. using OCI Data Flow).
- Post deployment analysis of ML models.
Qualifications :
- BS in Computer Science, Data Science, Machine Learning, or related technical fields with 5+ years of applied experience.
- Good programming / software skills in Python / PySpark and prior industrial experience in data science / machine learning is required for this position.
Experience in creating / deploying models in Spark environments is desirable.
- Experience developing machine learning models using PySpark, scikit-learn, Keras, TensorFlow, PyTorch, etc.
- Thorough understanding of CS fundamentals including data structures, algorithms, and complexity analysis.
- Strong software development experience through hands-on coding.
- Experience in formulating analytical problems into actionable research and applying advanced machine learning techniques for problem solving.
Career Level - IC4
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