Senior Data Scientist - Customer Intent Analytics (Remote - Home Based Worker)
Posted on Apr 22 Northbrook, IL 453 views
You’ll do all this in an environment of excellence and the highest ethical standards – a place where values such as integrity, inclusive diversity and accountability are paramount. We empower every employee to lead, drive change and give back where they work and live. Our people are our greatest strength, and we work as one team in service of our customers and communities.
Everything we do at Allstate is driven by a shared purpose: to protect people from life’s uncertainties so they can realize their hopes and dreams. For more than 89 years we’ve thrived by staying a step ahead of whatever’s coming next – to give customers peace of mind no matter what changes they face. We acted with conviction to advocate for seat belts, air bags and graduated driving laws. We help give survivors of domestic violence a voice through financial empowerment. We’ve been an industry leader in pricing sophistication, telematics, digital photo claims and, more recently, device and identity protection. We are the Good Hands. We don’t follow the trends. We set them.
Data, Discovery, and Decision Science (D3) is the research and analytics organization at Allstate. In D3, you’ll be surrounded by 330+ tenacious and intellectually curious colleagues in an inclusive culture that encourages you to take risks, challenge the status quo and shape the future for the greater good. We are solving some of today’s most complicated analytics problems, making the lives of our Allstate colleagues easier and more productive, and driving our mission to deliver targeted insurance solutions to our customers. We are partnering to incorporate analytics into every aspect of the enterprise. We are avid about learning new ways to get the most value from our massive data resources and leading-edge technology. Developing ourselves and others is key to our success.
In this role, you will be working with unstructured data from contact centers that serve as the frontline for all customer, agent and employee interactions. You'll be supporting a high-priority enterprise initiative to improve the overall customer experience, employee engagement and operational efficiency for voice and digital interactions. You will have opportunities to discover insights from structured and unstructured data, solve business problems for both customers and operations and leverage varieties of advanced analytic methods, including the use of machine learning techniques and natural language processing.
- Lead the development of advanced analytics/ predictive modeling algorithms to help enterprises gauge customers’ intent and optimize their journey for better outcomes across all interaction channels, whether through a human or artificial agent, voice, web or mobile, email and texting.
- Partner across multiple business areas to provide insights through advanced analytics and experimentation to drive business decisions
- Begin to manage analytical initiatives, develop junior data scientists and communicate analyses with leaders and key business stakeholders
- Bring innovative ideas to help develop new analytic methods for both voice and digital interactions to improve customer experience and realization of operational efficiency
- Utilize effective project planning techniques to break down moderately complex machine learning/predictive modeling and/or development projects into tasks and ensure deadlines are kept
Education and Experience
• Master’s or PhD
• 3 or more years of related experience
• Experience in managing and manipulating large, complex datasets and ability to analyze and interpret moderate to complex concepts
• Experience applying natural language processing techniques
• Demonstrated Analytic Agility and ability to quickly learn and switch topics
• Ability to use and learn a wide variety of tools and languages to achieve results
• Ability to code and develop prototypes in various languages
• Experience in using statistical modeling and/or machine learning techniques to build models that have driven company decision making preferred
• Experience with advanced system programing
• Experience working with Agile team
• Knowledge of advanced machine learning techniques and libraries
• Knowledge of full stack development
The minimum salary for this position is $95,000. The salary offered will be commensurate with experience.
The candidate(s) offered this position will be required to submit to a background investigation, which includes a drug screen.
Good Work. Good Life. Good Hands®.
As a Fortune 100 company and industry leader, we provide a competitive salary – but that’s just the beginning. Our Total Rewards package also offers benefits like tuition assistance, medical and dental insurance, as well as a robust pension and 401(k). Plus, you’ll have access to a wide variety of programs to help you balance your work and personal life -- including a generous paid time off policy. For a full description of Allstate’s benefits, visit allstate.jobs/benefits/
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Allstate generally does not sponsor individuals for employment-based visas for this position.
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