Data Scientist
Data Scientist
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Salary Not Disclosed
1 Vacancy
Job Description
Overview
Our Business Intelligence team are looking for an entrepreneurial collaborative person with strong handson experience and solid track record with statistical analysis machine learning predictive analytics and software engineering to help us on our mission to build world class predictive solutions for the enterprise.
Responsibilities
- Consult closely with colleagues to understand their needs
- Research and determine the appropriate analytics based on the data and the desired outcomes using techniques including feature detection statistics data mining predictive modeling machine learning natural language processing and business intelligence
- Perform feature engineering model selection and hyperparameter optimization to yield high predictive accuracy and deploy the model to production in a cloud
- Write custom programs using supervised and unsupervised algorithms to build machinelearning models that optimize outcomes and deliver refined results
- Develop processes and tools to monitor and analyze model performance and data accuracy. Mine data using advanced techniques such as Regression Clustering Random Forest Text Mining NLP and Neural Networks to provide indepth insights from data
Requirements
- 5 years of practical machine learning experience
- Experience in building and optimizing supervised and unsupervised machine learning models including deep learning and various other modern data science techniques
- A fundamental understanding of mathematical and machine learning concepts such as calculus back propagation ReLU Bayes theorem Random Forests time series analysis and more
- Proficient in SQL Python PySpark PyTorch PyTorch Lightning Scikit Distributed Data Parallel Distributed Model Parallel
- Strong communication skills including to nontechnical audiences
- Visa sponsorship is not available for this posting. Applicants must be authorized to work for any employer in the US
- Bachelors in mathematics statistics computer science or a similar field
Recommended Qualifications
- Familiarity with one or more of the following: Git Pytorch Tensorflow CUDA/GPU programming
- Experience handling massive batch/streaming data using big data tools and storage such as Apache Spark
- Experience interacting with AWS Azure Fabric or other cloud service
- Experience building reinforcement learning models
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Employment Type
Full Time
