Search for Senior Data Scientist roles in the United States. I'm looking for a position that offers remote work options, requires 5-7 years of experience in data science, and involves advanced statistical and machine learning techniques.

Okay, I've searched for Senior Data Scientist roles in the United States. These positions offer remote work options, require 5-7 years of experience, and involve advanced statistical and machine learning techniques. I found 152 positions that match your criteria.

Senior Data Scientist

United States

Remote

5-7 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 Farmers Insurance is designed to provide in-depth analytics and predictive modeling solutions that align with the company’s goal of enhancing customer experience and operational efficiency. The core purpose of this position revolves around developing complex models that can inform business decisions across various lines of insurance, such as fraud detection and customer retention. The responsibilities extend beyond technical prowess; they involve collaborating with business leaders to understand their needs, thus ensuring that the solutions provided are not only innovative but also integrated into the company’s operational framework. Candidates will face challenges such as transforming raw data into actionable insights and communicating complex statistical results to non-technical stakeholders. Success in this role means not only delivering robust models but also shaping the overall analytics strategy at Farmers, demonstrating a clear understanding of how these models influence business outcomes.

Company Analysis:

Farmers Insurance operates in a competitive insurance market, recognized as one of the largest insurers in the United States. The company's emphasis on innovation, coupled with a rich history since 1928, points to a stable yet progressive environment. Farmers values diverse perspectives and fosters a hybrid work culture that encourages collaboration and flexibility, aligning with modern work preferences. This culture is likely to resonate well with candidates who thrive in creative and dynamic settings. The Senior Data Scientist will play a pivotal role within this culture, serving as a bridge between advanced statistical models and strategic business applications, thereby gaining significant visibility and influence within the organization. The role aligns with Farmers' strategic commitment to enhancing customer service and operational effectiveness through data-driven decisions, positioning the candidate as a vital contributor to the company's growth and reputation.

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 successfully developed a predictive model that had a significant impact on business outcomes.
Describe a situation where you had to present complex data findings to non-technical stakeholders. How did you ensure they understood?
Can you share an experience where you faced setbacks in a project? How did you turn that into an opportunity for growth?
How do you prioritize your tasks when you have multiple modeling projects with tight deadlines?
How would you approach developing a model to predict customer retention based on historical data?
Can you outline your experience with machine learning algorithms, specifically regarding regression and decision trees?
Describe your process for cleaning and preparing datasets for analysis. What tools or methods do you prefer?
Imagine you are tasked with finding a pattern of fraud across insurance claims. What steps would you take to build your model?
Why are you interested in working at Farmers Insurance specifically?
How do your own values align with our mission of helping customers protect what matters most to them?
What innovations in data science do you believe could impact the insurance industry in the next few years?
Based on your understanding of our company, how do you think your role as a Senior Data Scientist can contribute to our overall strategic goals?
What resources or support do you think would be essential for you to excel in this role?

Job Details

Overview Company

Senior Data Scientist

$112.7k/y-$200.6k/y

Farmers Insurance

16 days ago

Highlight

RemoteFull-time5+ yearsSenior

Summary

Farmers Insurance is seeking a Senior Data Scientist to join their team in the United States. The role involves providing data modeling services for various lines of business and shared service functions.

About the Role

As a Senior Data Scientist, you will lead the design, build, and test/validate process for quantitative models using a variety of modeling techniques. You will partner with business leaders to identify project opportunities, clarify modeling requirements, and present modeling results to demonstrate business value. You will also perform research and development on new modeling algorithms and concepts, and lead team meetings and knowledge sharing activities.

About You

Required:

5-7 years as Data Scientist or related technical role in a delivery oriented environment.
Experience within the insurance industry and insurance data preferred.
High school diploma or equivalent required.
Mastery and ability to use advanced statistical/Machine Learning concepts.
Expert proficiency in at least one statistical/modeling package (Python, R, Dell-Statistica, etc).
Expert proficiency in data management programming SQL and PL-SQL.
Strong written and oral communication skills, and ability to present to senior executives.

Preferred:

Bachelor's degree preferred.
Masters degree in statistics, operations research or other quantitative analytical field preferred.

Benefits

Competitive salary commensurate with experience, qualifications and location.
Bonus Opportunity (based on Company and Individual Performance).
401(k).
Medical, Dental, Vision.
Health Savings and Flexible Spending Accounts.
Life Insurance.
Paid Time Off.
Paid Parental Leave.
Tuition Assistance.

Farmers Insurance

The companies comprising the Farmers Insurance Group of Companies® currently make up one of the country's largest insurers of vehicles, homes and small businesses, and provide a wide range of other specialty insurance and financial services products.

In business since 1928, today at Farmers® we proudly serve more than 10 million households with more than 19 million individual insurance policies across all 50 states through the efforts of nearly 48,000 exclusive and independent agents and approximately 21,000 employees. Our experience provides a rich history and legacy of service and strong customer relationships, while our focus on smart innovation, technology and entrepreneurship helps us to stay creative, to continually improve our product offerings and to drive the evolution of the insurance industry. Farmers Insurance Exchange®, the largest of the three primary insurance insurers that make up Farmers Insurance, is recognized as one of the largest U.S. companies on the 2017 Fortune 500 list.

At Farmers®, we understand that every encounter with customers is an opportunity to differentiate ourselves with our personalized service and have an overall positive impact on their lives. We pride ourselves on helping the individuals and businesses we serve become smarter and better prepared to protect the things that matter most to them.

We are also deeply committed to giving back. The Farmers culture is built around opportunities to volunteer and help improve the communities in which we work and live.

United States