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DAE Consultant I

Allstate · WI · Full time

Posted Sep 29, 2026 · We last checked this listing on Oct 6, 2026

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Likely interview questions for this role

Written from this job description, not a generic list. Each one notes what the interviewer is really checking.

About your past

Tell me about a data pipeline or dataset you built for data scientists. How did you figure out what they needed?

What they are checking: Whether they can work directly with data scientists to turn loose needs into something useful.

Tell me about a time requirements changed in the middle of your work.

What they are checking: Whether they adapt to fluid business needs without getting frustrated or losing track.

What's something new in data tools you've learned recently, and how did you learn it?

What they are checking: Whether they keep building technical skills, which an early-career data role depends on.

What would you do

A data scientist says your dataset gives different numbers than last week. What do you do?

What they are checking: Whether they investigate calmly, trace the change and communicate clearly about what happened.

You're asked to build a quick proof of concept. How do you balance speed with doing it well?

What they are checking: Whether they can move fast in short sprints without creating something that breaks when people rely on it.

About the work

How would you write a SQL query to find duplicate customer records across two tables?

What they are checking: Whether they have solid hands-on SQL, which is the base of this data engineering work.

When would you use Spark instead of plain Python or SQL for a data job?

What they are checking: Whether they understand parallel processing and choose it for scale, not just because it is available.

How do you test a data pipeline to make sure the output is right?

What they are checking: Whether they build test scripts and checks so users can trust the data, which the posting names directly.

How do you document a dataset so others know what each column means and where it came from?

What they are checking: Whether they think about the people who will use the data after them.

What do you do to make sure business users actually accept what you built?

What they are checking: Whether they involve users in testing and acceptance, so the work gets used instead of shelved.

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The full job description

As published by Allstate.

At Allstate, great things happen when our people work together to protect families and their belongings from life’s uncertainties. And for more than 90 years, our innovative drive has kept us a step ahead of our customers’ evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection. Job Description This role is responsible for the use and development of data infrastructure projects; proof of concept business solutions for users in analytics and Data Science. This person works directly with data scientists and analytic engineers on needs and tactical solutions. This role will execute new data engineering work tracks for Data Science and analytics from inception and prototyping to fully developed solutions. Key Responsibilities • Builds test scripts, executes testing, works with data scientists and business to ensure end user acceptance • Leverage “agile” data analysis with technology fluency in parallel processing/programming, software/programming languages and technologies (i.e. SQL, Python, Spark), paired with a high degree of analytic agility to be able to meet fluid and dynamic business needs in this space. • Execute rapid development of new data and analytic work tracks with fast iteration over quick sprints • Help develop and deliver the data infrastructure required to support needs of predictive modeling and analytics with minimal supervision. • Mentor other team members in a business technical environment and promote an environment that supports innovation and process improvement. • Participate in the development of enterprise data assets, information platforms or data spaces designed for exploring and understanding the data. • Participate in the development of new concepts, proof of concept designs, and prototypes for business or research data solutions so that business users or predictive modelers may visually understand and explore a new feature or functionality before implementation to expose design assumptions and drive ideation. • Work with Data Engineers and business partners on cross functional teams; developing subject matter expertise in the business as well as advanced analytics. • Provide support on requirement development for analytic data sources, breaking down business problems into solvable components and assist with documenting requirements with minimal supervision. Supervisory Responsibilities • This job does not have supervisory duties. Skills Analytics, Business Intelligence (BI), Business Problems, Communication, Computer Programming, Data Analysis, Data Analytics, Data Engineering, Product Roadmapping, Python (Programming Language) Compensation Compensation offered for this role is 75,100.00 - 126,325.00 annually and is based on experience and qualifications. The candidate(s) offered this position will be required to submit to a background investigation. Joining our team isn’t just a job — it’s an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. One where you can shape the future of protection while supporting causes that mean the most to you. Joining our team means being part of something bigger – a winning team making a meaningful impact. Allstate generally does not sponsor individuals for employment-based visas for this position. Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component. For jobs in San Francisco, please click “ here ” for information regarding the San Francisco Fair Chance Ordinance. For jobs in Los Angeles, please click “ here ” for information regarding the Los Angeles Fair Chance Initiative for Hiring Ordinance. To view the “EEO Know Your Rights” poster click “ here ”. This poster provides information concerning the laws and procedures for filing complaints of violations of the laws with the Office of Federal Contract Compliance Programs. To view the FMLA poster, click “ here ”. This poster summarizing the major provisions of the Family and Medical Leave Act (FMLA) and telling employees how to file a complaint. It is the Company’s policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee’s ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment. Allstate provides a comprehensive technology setup, including a laptop, monitors, headset, keyboard, and mouse. Employees eligible to work from home also receive a monthly connectivity reimbursement to help offset internet costs. When working from home, you must have a dedicated, private workspace free from distractions, along with appropriate desk and seating. Reliable internet is required, with minimum speeds of 50 MB download and 5 MB upload. To help create a more personal and engaging experience, we ask that you join with your camera on if your interview is virtual. Please also have a Valid Photo Identification available at the start of your interview. If you require any accommodations or have questions ahead of your interview please reach out to your recruiter. Note: Internal candidates are only asked to join on video; a Valid Photo Identification is not needed for the interview.

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