Manager, Predictive Analytics, Data Science
Location
United States
Posted
7 days ago
Salary
$94.1K - $164.8K / year
Job Description
Job Requirements
- Bachelor’s Degree in Data Science, Mathematics, Statistics, Engineering, Computer Science, other related field, or equivalent years of relevant work experience
- Master’s degree or PhD is preferred
- Minimum of one (1) year of experience with cloud services (such as Azure, AWS or GCP) and modern data stack (such as Databricks or Snowflakes) is required
- Minimum of five (5) years of experience in predictive analytics, data science, or a related field, preferably within the healthcare industry or managed care organizations
- Strong expertise in statistical modeling, machine learning techniques, and predictive analytics tools such as Python, or R
- Proficiency in data manipulation, data visualization, and SQL for data extraction and analysis
- Proficient with MS office (Excel, PowerPoint, Word, Access)
- Ability to perform advanced statistical analysis and modeling such as liner and non-liner regression, sampling, and Markov chains
- Extensive knowledge of predictive modeling, machine learning algorithms such as clustering, decision trees, dimensionality reduction and NLP
- Expertise in NLP techniques and tools such as natural language understanding, sentiment analysis, named entity recognition, topic modeling, and text classification
- Expertise in Optical Character Recognition (OCR) technologies, including data extraction from scanned documents, forms, and invoices, and proficiency in OCR tools and libraries
- Experience with healthcare data sets, including claims data, electronic health records (EHR), and population health data
- Knowledge of healthcare operations, payer and provider models, and industry trends
- Proficient in feature engineering techniques and exploratory data analysis
- Working knowledge of optimization techniques and artificial intelligence methods
- Excellent analytical, problem-solving, and critical-thinking skills, with the ability to translate complex data into actionable insights
- Strong project management skills, with the ability to lead and prioritize multiple projects simultaneously.
- Excellent communication and presentation skills, with the ability to convey technical concepts to non-technical stakeholders
- Leadership qualities, including the ability to mentor and develop a team, foster collaboration, and drive results
Benefits
- substantial and comprehensive total rewards package
- bonuses tied to company and individual performance
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