Search for Senior Data Scientist roles with a focus on healthcare data in Kentucky, requiring a Master's Degree, with 3+ years of experience, and expertise in machine learning techniques.

Okay, I've searched for Senior Data Scientist roles in Kentucky focusing on healthcare data, requiring a Master's Degree, with at least 3 years of experience, and expertise in machine learning techniques. I found 27 positions matching your criteria. Please review them for more details.

Senior Data Scientist

Kentucky

Master

3 years + Experience

Machine Learning

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Senior Data Scientist role at Humana is fundamentally about leading the transformation of healthcare data into actionable insights that improve member experiences and healthcare delivery. This position is deeply integrated within the Growth Analytics & AI team, emphasizing not just technical abilities but also collaboration and strategic alignment with various departments. The primary responsibilities include developing and validating machine learning models, enhancing predictive modeling through innovative AI and NLP techniques, and translating complex analytic results for diverse stakeholders. Success in this role hinges on a candidate's ability to navigate complex problems and ambiguities while making informed decisions that directly influence Humana's strategies and projects. Candidates will find challenges in working with varied healthcare data and must adopt creative methodologies to overcome constraints, reflecting the evolving nature of healthcare needs and technology. Performance metrics will likely include the successful deployment of predictive models and the effectiveness of insights in shaping Humana's service approach, affecting overall member health outcomes.

Company Analysis:

Humana operates in a dynamic healthcare environment where it positions itself as a leader in personalized healthcare solutions. The company's mission is central to its culture, which places a strong emphasis on member well-being, innovation, and the delivery of whole-person care. This cultural foundation indicates that employees are expected to prioritize customer experience and adapt to the rapidly evolving landscape of healthcare needs. The Senior Data Scientist will emerge as a key player within the organization, with considerable autonomy and influence over decision-making in analytics and data-driven strategies. Given Humana's commitment to innovation and collaboration, those in this role will find a balance between independent judgment and teamwork in a mission-oriented setting. As the company seeks to harness advanced analytics to drive its strategic initiatives, this role serves as a pivotal hire aimed at further enhancing Humana's capacity to deliver integrated member journeys and improve healthcare delivery through data-informed solutions.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time when you had to develop a complex predictive model. What challenges did you face and how did you overcome them?
Can you describe a situation where your analysis significantly impacted business strategy or decision-making?
How have you approached communicating complex analytical results to non-technical stakeholders in the past?
Describe an instance where you collaborated with cross-functional teams on a data-driven project. What was your role and what was the outcome?
What methodology would you employ to validate a new machine learning model you’ve developed?
How would you proceed if your initial analysis indicated that a project was not performing as expected?
Imagine you have several data sources that have inconsistencies. How would you integrate and clean this data for analysis?
If you are tasked with forecasting healthcare trends based on historical data, what steps would you take to ensure your model's accuracy and reliability?
Why are you interested in working at Humana specifically, and how do you see your skills contributing to our mission?
How do you align your personal values with the focus Humana places on member health and customer experience?
What is your experience with Natural Language Processing, and how have you applied it in previous projects?
Can you provide an example of how you handled ambiguity in a past project? What was your approach to finding clarity?
What specific benefits do you see in using AI and machine learning in the healthcare sector?
What questions do you have about our data science team's current projects or methodologies?
How do you stay updated with the latest advancements in AI and data analytics, especially in healthcare?

Job Details

Overview Company

Senior Data Scientist

$141.1k/y-$194k/y

Humana

2 days ago

Highlight

RemoteFull-time3+ yearsSenior

Summary

Humana is seeking a Senior Data Scientist to join their team remotely in Kentucky, United States. The role involves utilizing cutting-edge AI, NLP, and GenAI techniques to build predictive models and turn data into actionable insights.

About the Role

As a Senior Data Scientist, you will develop and validate machine learning and statistical models, maintain and collect data sets, and collaborate with analytics teams. You will interpret and communicate analytic results to business partners and influence department strategy with minimal supervision.

About You

Required:

Master’s Degree in a quantitative discipline such as Computer Science, Data Science, Mathematics, or Statistics.
3+ years of experience in advanced data analytics.
Experience with Python, R, SAS, SQL, DataRobot or similar tools.
Ability to develop and validate machine learning and statistical forecasting models.
Experience in handling structured and unstructured data sets.
Strong communication skills to translate complex methodologies to non-technical insights.

Preferred:

PhD in a quantitative discipline.
Healthcare or managed care experience.
Experience in Natural Language Processing (NLP).
Experience with large-scale predictive models and visualization tools like Tableau or Power BI.
Experience in cloud computing, Azure or AWS.
Actuarial background or experience.

Benefits

401(k)
Disability insurance
Medical, dental, and vision benefits
Paid time off including holidays and parental leave
Short-term and long-term disability
Life insurance

Humana

Humana will never ask, nor require a candidate to provide money for work equipment and network access during the application process. If you become aware of any instances where you as a candidate are asked to provide information and do not believe it is a legitimate request from Humana or affiliate, please contact yourcareer@humana.com to validate the request

At Humana, our cultural foundation is aligned to helping members achieve their best health by delivering personalized, simplified, whole-person healthcare experiences. Recognizing healthcare needs continue to evolve for each person, for each family and for each community, Humana continuously creates innovative solutions and resources that help people live their healthiest lives on their terms –when and where they need it. Our employees are at the heart of making this happen and that’s why we are dedicated to building an organization of dynamic talent whose experience and passion center on putting the customer first.