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Data Scientist - WFH
Gentiva • Remote • Posted 30+ days ago
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Remote • Full-time • Mid Level
Job Highlights
Using AI ⚡ to summarize the original job post
Gentiva is seeking a Data Scientist to join their team, focusing on partnering with payers, providers, and risk-bearing entities to create a value-based palliative care offering for patients approaching end of life. This role involves designing and implementing data science tools and techniques to address key business challenges, such as identifying patients in need of care, risk stratification, and transitioning to appropriate levels of care. The position reports directly to the Vice President of Actuarial Services and offers an opportunity to be instrumental in shaping a new business line.
Responsibilities
- Bring industry leading data science tools and techniques to solve key business problems.
- Identify patients that would benefit from our care model.
- Risk stratify patients to align resources to needs.
- Identify appropriate time for transitioning to next level of care.
- Work with stakeholders throughout the organization to identify opportunities for leveraging data to make models that can generate business insights.
- Explain models and put results in easy to interpret manner for non-analytic persons to understand.
- Build predictive models and machine learning algorithms to analyze large amounts of information to discover trends and patterns.
Qualifications
Required
- Bachelors degree in computer science, data science, statistics, mathematics, analytics or related field.
- 2+ years of progressively complex experience in machine learning and analytics.
- Experience with large healthcare analytics projects.
Preferred
- Master's degree.
- Experience working with project management tool like Jira.
- Experience with web services DataBricks, Spark, Oracle Cloud, and/or Azure.
- Proficiency in at least 1 version control tool like git.
- Experience with NLP and Computer Vision tools and libraries such as OpenCV, spaCY, Transformers, Attention models.
About Gentiva
Gentiva is a reputable healthcare company based in Atlanta, GA, offering in-home, palliative, and hospice care services. They provide personal care assistance, palliative care for serious illnesses, and compassionate end-of-life care and support. Gentiva also supports healthcare providers with resources and expertise, offering a holistic approach to care.
Full Job Description
**Our Company**
Gentiva is an industry leader in hospice, palliative, home health, and personal home care. Our place is by the side of those who need us, offering physical, spiritual and emotional support to patients and their families so they may make the most of every moment. We believe that better care for caregivers and clinicians means better care for everyone, so we offer ongoing professional training, lower nurse-to-patient ratios, and comprehensive benefits for eligible employees. Here, you'll join gifted colleagues who make a lasting difference in people's lives every day.
**Overview**
We are looking for a **Data Scientist** to join our team. This position will directly report to the Medical Economics Manager and is responsible for partnering with payers, providers and risk bearing entities to create a value based palliative care offering targeting patients approaching end of life. The role will be the first data scientist to join the team and will be instrumental in designing the function to drive value and differentiation in this exciting new business line.
+ Brings industry leading data science tools and techniques to solve key business problems, such as:
+ Identifying patients that would benefit from our care model
+ Risk stratifying patients to align resources to needs
+ Identifying appropriate time for transitioning to next level of care
+ Work with stakeholders throughout the organization to identify opportunities for leveraging data to make models that can generate business insights
+ Explain models and put results in easy to interpret manner such that non-analytic person can understand
+ Build predictive models and machine learning algorithms to analyze large amounts of information to discover trends and patterns
**About You**
+ Bachelors degree in computer science, data science, statistics, mathematics, analytics or related field, master's degree preferred
+ 2+ years of progressively complex experience in machine learning and analytics
+ Experience with large healthcare analytics projects
+ Preferred experience working with project management tool like Jira
+ Preferred experience with web services DataBricks, Spark, Oracle Cloud, and/or Azure
+ Preferred to be proficient in at least 1 version control tool like git
+ Preferred experience with NLP and Computer Vision tools and libraries such as OpenCV, spaCY, Transformers, Attention models
**We Offer**
+ Comprehensive Benefits Package: Health Insurance, 401k Plan, Tuition Reimbursement, PTO
+ Opportunity to participate in a Fleet Program
+ Competitive Salaries
+ Mileage Reimbursement
+ Professional growth and development opportunities
**Legalese**
+ This is a safety-sensitive position
+ Employee must meet minimum requirements to be eligible for benefits
+ Where applicable, employee must meet stage specific requirements
+ We are proud to be an EEO employer
+ We maintain a drug-free workplace
ReqID: 2024-103796
Category: Administrative/Clerical
Position Type: Full-Time
Company: Gentiva
Type of Service: Palliative Care Only
Gentiva is an industry leader in hospice, palliative, home health, and personal home care. Our place is by the side of those who need us, offering physical, spiritual and emotional support to patients and their families so they may make the most of every moment. We believe that better care for caregivers and clinicians means better care for everyone, so we offer ongoing professional training, lower nurse-to-patient ratios, and comprehensive benefits for eligible employees. Here, you'll join gifted colleagues who make a lasting difference in people's lives every day.
**Overview**
We are looking for a **Data Scientist** to join our team. This position will directly report to the Medical Economics Manager and is responsible for partnering with payers, providers and risk bearing entities to create a value based palliative care offering targeting patients approaching end of life. The role will be the first data scientist to join the team and will be instrumental in designing the function to drive value and differentiation in this exciting new business line.
+ Brings industry leading data science tools and techniques to solve key business problems, such as:
+ Identifying patients that would benefit from our care model
+ Risk stratifying patients to align resources to needs
+ Identifying appropriate time for transitioning to next level of care
+ Work with stakeholders throughout the organization to identify opportunities for leveraging data to make models that can generate business insights
+ Explain models and put results in easy to interpret manner such that non-analytic person can understand
+ Build predictive models and machine learning algorithms to analyze large amounts of information to discover trends and patterns
**About You**
+ Bachelors degree in computer science, data science, statistics, mathematics, analytics or related field, master's degree preferred
+ 2+ years of progressively complex experience in machine learning and analytics
+ Experience with large healthcare analytics projects
+ Preferred experience working with project management tool like Jira
+ Preferred experience with web services DataBricks, Spark, Oracle Cloud, and/or Azure
+ Preferred to be proficient in at least 1 version control tool like git
+ Preferred experience with NLP and Computer Vision tools and libraries such as OpenCV, spaCY, Transformers, Attention models
**We Offer**
+ Comprehensive Benefits Package: Health Insurance, 401k Plan, Tuition Reimbursement, PTO
+ Opportunity to participate in a Fleet Program
+ Competitive Salaries
+ Mileage Reimbursement
+ Professional growth and development opportunities
**Legalese**
+ This is a safety-sensitive position
+ Employee must meet minimum requirements to be eligible for benefits
+ Where applicable, employee must meet stage specific requirements
+ We are proud to be an EEO employer
+ We maintain a drug-free workplace
ReqID: 2024-103796
Category: Administrative/Clerical
Position Type: Full-Time
Company: Gentiva
Type of Service: Palliative Care Only
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