Data silos and legacy analytics limit data science ecosystem - werkgeversreview Senior Data Scientist bij Allstate

4,0
16 jun 2021
Aanbevelen
Goedkeuring directeur
Zakelijk vooruitzicht

Pluspunten

Very easy going culture that is very flexible as long as your work is getting done and high quality. Tons of high quality peers and leaders to collaborate and work with. Allstate wants to be a leader in important areas such as diversity and inclusiveness. Allstate is okay with hybrid and remote roles.

Minpunten

Even when identified as top talent Allstate will not reward with fair market pay. As with many large legacy companies data quality, data engineering, and data governance for analytics is a mess. Leadership only focuses on the exciting potential data science applications and does not realize how poorly data and datasets are managed. Many projects are continuously delayed or eventually fail in production due to lack of commitment to proper data management resources. Decision science organization just wants to build a model, get credit, and then throw it over the wall for business areas to figure out how to maintain and automate. There is no accountability for the projects to still be adding value even a couple months after project completion.

Ontdek andere reviews over Allstate

5,0
20 mei 2026
Aanbevelen
Goedkeuring directeur
Zakelijk vooruitzicht

Pluspunten

Strong brand recognition makes conversations with clients easier.

Minpunten

Compensation and commission structures can feel inconsistent depending on the office.

3,0
28 jun 2026
Aanbevelen
Goedkeuring directeur
Zakelijk vooruitzicht

Pluspunten

Great base pay, benefits, 401K match, and standard corporate perks. Plenty of networking opportunities all across the country, the ability to support local communities, and a commission structure with good intentions and potential

Minpunten

As a company, Allstate lacks awareness of their role within the industry and within the country, fully acknowledging that their rates are NEVER the best (not sometimes, NEVER). At a time when everyone is conscious of their spending, selling a more expensive (and oftentimes identical) product not only feels wrong - it's unsustainable. There is a severe lack of program direction, poor understanding of the different states' geography and demographics, and complete void of accountability or clarity. An entire product launch was delayed by a month on the day it was supposed to launch, with an explanation never fully arriving and acknowledgment finally trickling down several days later. Of course, this leads to an overuse of corporate speak excuses in an endless cycle of "circle backs" because nobody ever knows what is actually happening or WHY. On top of all that, the technology is laughably outdated, with monitors that feature known defects and an "in-house approach" to all of their software that doesn't even feature a modern CRM. Like the hardware, known system-wide bugs were rampant within these Allstate branded systems, leading to embarrassing conversations with prospects and partners. MS Teams and Outlook will go off late into the night, well beyond normal business hours, all under the excuse of differing time zones and "sharing successes."

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