
Founded by The Allstate Corporation in 2016, Arity is a mobility data and analytics company focused on improving transportation. We collect and analyze enormous amounts of data, using predictive analytics to build solutions with single goal in mind: to make transportation smarter, safer, and more useful for everyone.
Mission and Vision
We are focused on making transportation smarter, safer, and more useful for everyone. Arity turns billions of miles of driving data from cars and smart phones into predictive insights that help move businesses and people forward.
Our Values
Meet Our Team
Perks and Benefits
Our Tech Stack
Careers at
Arity

Founded by The Allstate Corporation in 2016, Arity is a mobility data and analytics company focused on improving transportation. We collect and analyze enormous amounts of data, using predictive analytics to build solutions with single goal in mind: to make transportation smarter, safer, and more useful for everyone.
Founded by The Allstate Corporation in 2016, Arity is a data and analytics company focused on improving transportation. We collect and analyze enormous amounts of data, using predictive analytics to build solutions with a single goal in mind: to make transportation smarter, safer, and more useful for everyone. At the heart of that mission are the people that work here—the dreamers, doers and difference-makers that call this place home. As part of that team, your work will showcase both your intelligence and your creativity as you tackle real-world problems and put your talents towards transforming transportation. That’s because at Arity, we believe work and life shouldn’t be at odds with one another. After all, we know that your unique qualities give you a unique perspective. We don’t just want you to see yourself here. We want you to be yourself here. Arity is committed to supporting an inclusive and diverse environment where you can thrive and learn from others.
The Team
The advertising data science team empowers the intelligence and efficiency of Arity Marketing Platform, which enables marketers to find their best customers wherever they are in their journey. Our goal is to empower marketers to reach prospects and display relevant messaging based on how, when, and where they drive. The team is responsible for optimizing the in-house marketing platform for advertisers and publishers, as well as our revenue, throughout all funnels. To achieve this, not only do we need to look for inefficiencies on the platform including individual campaigns, but also how to grow and scale the platform to gain more revenue. This means we need to find a cost-effective way to rapidly deploy, test and iterate algorithms on our platform. This team is also fully integrated within a cross-functional scrum structure including product owners, software engineers, ad operation team, and other talents to collaborate with to achieve the same business goals
As an advertising data scientist at Arity, you will lead the development of machine learning algorithms on both 1st party driving data like GPS and driving events, as well as, ad platform data including impressions, clicks, conversions. You are expected to make key technical decisions about how to implement machine learning models including both traditional and deep learning models on large volumes of data. You have chances to influence the business for the entire cycle of the optimization solution including data collection, processing, modeling, A/B testing on the ad platform. You will personally prototype these solutions and work with product owners, data/software engineers, and other partners for productionalization and KPI measurement. Some example projects include:
- Click-through rate (CTR)/conversion prediction
- Win rate model
- Dynamic bidding strategy
- Pacing control and budget management
- Frequency capping model
- Platform simulation
These models help us understand how effective our ad platform is and provide opportunities for improvement and growth. You will also help shape and grow our culture we have worked hard to establish – promoting recognition of good work, continuous learning, winning together, and having fun along the way.
Responsibilities
Your day-to-day looks like:
- Be a thought partner in the area of experimentation for Ads Platform, and autonomously identify and pursue research with significant business impact on KPIs
- Analyzing large amount of data sets using distributed computing frameworks
- Building advanced algorithm and machine learning models using a variety of libraries/tools and cutting-edge techniques
- Identifying opportunities for new machine learning solutions, exploring new data sources for enrichment, collecting appropriate labels for learning, establishing actionable metrics, and creating reusable model validations and risk mitigation
- Communicating results to key stakeholders in a clear and compelling manner
- Establishing and following data science best practices including peer review, code review, documentation, coding standards, and ensuring reproducibility and compliance
- Working with product and engineering partners for model handoff and productionalization
Qualifications
Successful candidates typically have:
- Master’s or PhD degree in a machine learning/AI related field such as engineering, statistics, computer science, physics, or related discipline
- 5+ years of industry experience in data science, data analytics, and machine learning in advertising domain
- Deep experience in digital advertising including systems, measurement sciences, and principled incrementality approaches and passion for incentive challenges
- Experience with ad auctions (RTB platform) such as dynamic bidding strategy, ad ranking, and experimentation on the advertising platform
- Advanced knowledge in predictive models such as parameterized methods, ensemble algorithms, deep neural network, and reinforcement learning algorithms such as multi-armed bandit algorithms, Q-learning, deep reinforcement learning
- Demonstrated experience using Python and Spark for big data query/processing and engineering skills for productionizing the solution
- Experience with scientific computing libraries Scikit-learn, TensorFlow, PyTorch, and Spark ML-lib
- Over 5 years' experience with developing end-to-end machine learning solutions/algorithms including model development, deployment, monitoring, and life-cycle management on the advertising platform
- Ability to translate product requirement into well-defined analytical problems and produce feasible solutions
- Ability to provide written and oral interpretation of highly specialized terms and data, and ability to present this data to stakeholders with different levels of expertise
Optional:
- Experience with control theory and the application to ad platform optimization
- Experience with cloud data warehouse solutions such as BigQuery or Redshift
- Experience with deploying ML models using AI platforms such as Vertex AI and Sagemaker
- Experience with geospatial data is preferred, such as US census data, weather data, parcel data, POI, etc
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Skills
Algorithms, Big Data, Data Analytics, Data Science, Deep Learning, Digital Advertising, Machine Learning, Machine Learning Algorithms, Predictive Modeling
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Compensation
Compensation offered for this role is $121,600.00 – 206,650.00 annually and is based on experience and qualifications.
The candidate(s) offered this position will be required to submit to a background investigation.
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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. And one where you can impact the future for the greater good.
You’ll do all this in a flexible environment that embraces connection and belonging. And with the recognition of several inclusivity and diversity awards, we’ve proven that Allstate empowers everyone to lead, drive change and give back where they work and live.
Our doors are open.
We strengthen our communities one neighborhood at a time.
Great things happen when we listen to our customers and each other.
We work hard, and we reward hard work.
Our organization is a fun and friendly place where teamwork rules.
Customer service is our way of life.
Personal honesty and integrity are the foundation of our success.
Our brands are the most valuable things we own.
Succeed as a team
Explicit accountability, broad responsibility
Strive for excellence
Take Nothing for Granted
Career Vitality.
Great Benefits.
Innovative.
Flexibility.
Misson-Driven.
Private.
Flexibility
Mission-Driven
Scrapmatism
Customer obsessed
World-class orchestra
Meet the moment
Growth mindset
Own it
🧻 Wipe the others’ Ass.
💪 Improve 1% daily.
✅ Done is better than perfect.
🔥 Run to the fire.
💼 Be an owner.
You Belong Here
Dare to Grow
Help Each Other Cross the Finish Line
Play for the Long Run
Clarify, Simplify, Focus
Empower with Context
Take Ownership, Be Bold, Be Excellent
Deliver Value
Do it with excellence
Creator success is our success
Default to generosity
Work in public
Create every day
Teach everything you know
We have Integrity
We move Quickly
We are Data-Driven
We are Transparent
We are Pioneering
We are Collaborative
Our Valued Behaviors
• We're on It
• Make It Simple
• The Full Story Told in Broad Daylight
• We Win as One
• Champion Diversity
• The Future Is Bright
We are one Zoox
We trust each other
We are inquisitive
We are mission-driven
Be the owner of your days
Rise to any challenge
Brighten the lives of those around you
Let your unique self shine through
Pursue Deliberate Simplicity
Let Curiosity Lead
Own Your Part
Act then adapt
Defy the Ordinary
Go Further Together
Same team
Progress over perfection
Give a shit
Innovation
Diversity, Equity & Inclusion
Excellence
Excellence t
Agility
Integrity
We care about each other
We maintain a healthy work-life balance and we always take care of one another.
We're nimble
We're proud to wear many hats and do whatever it takes to get things done. We don't shrug our shoulders or shy away from doing something because it's not part of our job descriptions.