- New York, NY
- Regular Full-Time
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Job ID 35470106640
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Overview
Senior Data Scientist (TMP Worldwide Advertising & Communications, LLC (d/b/a Radancy), New York, NY)
- Collaborate with Data Scientists on designing and implementing data related products and initiatives, including participation in requirements gathering, analysis, planning, and developing solutions.
- Responsible for timely data availability and system up-time through support functions and in-depth testing.
- Gather requirements, analyze, create design documents, and perform impact analysis.
- Partner with Data Scientists and stakeholders in cultivating long-term strategic goals for development in conjunction with end users, managers, and clients.
- Continuously evaluate industry trends for opportunities to utilize new technologies and data sources for improvement and prepare strategies to implement these enhancements in the data environment.
- Research and recommend products, services, and standards in support of procurement and development efforts of the company’s data initiatives.
- Develop an automated pipeline for the Data Scientists to be able to train, test, and deploy their models.
- Produce guidelines and standards for the pipeline and the API’s that will be built.
- Assist users with problems and resolve issues.
- Create test plans, test cases, and test scripts and perform testing of the related environments.
- Minimum Requirements:
- Master’s degree or U.S. equivalent in Computer Science, Information Systems, Data Science, or a related quantitative field plus 2 years of progressively responsible post-graduate experience in each of the following:
- Query development and design using SQL;
- Working and deploying machine learning models from taking the data from the exploratory phase, to modeling, then validation, to production, and maintenance;
- Using at least one of the following Python packages: Pandas, NumPy, or SciPy;
- Using at least two of the following cloud providers: Google Cloud Platform, Amazon Web Services, or Azure;
- Using at least one of the following machine learning Python packages: Keras, TensorFlow, Scikit-Learn, or PyTorch;
- Using at least one of the following data pipeline Python packages: Luigi or Airflow; Building REST APIs with Flask or Django to deliver findings to users;
- Using at least one of the following data visualization Python packages: Matplotlib, Bokeh, or Seaborn;
- Building out Natural Language Processing (NLP) and/or Reinforcement Learning (RL) models; and
- Deploying machine learning models across hybrid environments of on-premises and cloud providers.
Please apply online at: https://www.radancy.com/careers