Data Scientist II

Publicis CoLab
Chicago, IL

Company description

Welcome to Our World

We've been leading the charge in the affiliate industry from day one-establishing performance marketing and paving the way for future innovations. We're known for maintaining one of the largest, most reliable partnership platforms with impeccable, personalized service.

Founded in Santa Barbara, California in 1998, CJ (formerly Commission Junction) stands as the most trusted name in performance marketing. We specialize in building partnerships between top brands and reputable publishers to drive revenue and business growth. CJ's industry-leading solutions make us the platform of choice for over 3,800 global brands across sectors like retail, travel, finance, technology, and home services. As part of Publicis Groupe, our savvy data capabilities, cutting-edge tech, and strategic expertise facilitate genuine connections, allowing brands to reach consumers wherever they are.

A Quick Peek at Affiliate Marketing

Think back to your last online purchase. Did an influencer tip you off about a great product and offer a discount? Or perhaps you relied on a trusted review site to make your decision? Whatever path you took, affiliate publishers likely played a role by influencing, informing, or helping you find the best deal. CJ connects brands with these publishers, creating valuable resources for shoppers like you.

Overview

In this client-facing Data Scientist 2 role at CJ, you will support and lead advanced analysis projects for individual clients and internal collaborators within the Data Science organization. You will take ownership of complex projects end-to-end, ensuring data accuracy while delivering actionable insights that drive advertising program growth across e-commerce, travel, and finance verticals. Collaborating with cross-functional teams, you will interact directly with clients to translate business needs into impactful data science solutions. You'll tap into your expertise in PySpark, Scala, Tableau, advanced measurement (incrementality, MMM, lift testing), and modern AI/ML techniques-including large language models (LLMs)-to develop, visualize, and communicate analyses that enable data-driven decision-making in a dynamic digital advertising landscape.

Responsibilities

Do these things interest you? You will:

  • Lead and support advanced client-facing data science and analytics projects within a complex enterprise digital advertising environment, including forecasting, incrementality measurement, and program optimization.

  • Own end to end data reliability and validation processes, including oversight of medallion layer data structures, quality controls, data transfers, uptime monitoring, and ensuring timely, accurate delivery of data to support client reporting and decision making.

  • Take ownership of project scoping, data querying and modeling, quality checks, and delivery of actionable insights, developing a deep understanding of client integrations, attribution logic, and performance drivers.

  • Analyze large-scale e-commerce and advertising datasets, leveraging statistical and ML methods to uncover opportunities and support growth strategies across paid media and lead generation programs.

  • Design and interpret incrementality tests, marketing mix models (MMM), and lift tests to assess causal impact, inform bidding and budget allocation strategies, and optimize marketing spend.

  • Develop machine learning models, including forecasting and inferential analysis, and implement LLM-driven solutions where applicable to improve analytical workflows and delivery.

  • Create and deliver Tableau dashboards and reporting that distill complex analysis into clear, actionable insights for both internal and enterprise collaborators.

  • Collaborate with account teams, engineers, and other data scientists to design and implement scalable data solutions across integrated marketing ecosystems.

  • Present technical findings and recommendations to non-technical audiences, demonstrating strong client-facing and communication skills in high-visibility environments.

Qualifications

What we look for:

  • 3-5 years of professional experience in Data Science and Analytics.

  • 2+ years of hands-on experience with PySpark, Scala, and Tableau.

  • Must have Ad Tech / MarTech industry experience, specifically in Insurance, e-commerce, travel, or finance.

  • Strong understanding of digital advertising practices, including media buying, bidding strategies, and lead generation economics.

  • Experience operating within complex, enterprise-level marketing organizations with integrated data environments.

  • Strong client-facing experience, including presentations and solution delivery.

  • Proven ability to deliver scalable data solutions and actionable insights in digital advertising or affiliate marketing.

  • Proficiency with GitLab or GitHub for version control and collaborative development.

  • Experience developing alongside LLM code assistants (e.g., Copilot, Claude, Codex).

  • Preferred: Experience implementing LLMs into business workflows, including training, fine-tuning, and applied use cases.

  • Experience with incrementality testing, MMM, and lift test design and analysis.

  • Strong communication skills with the ability to simplify and explain complex technical results to non-technical stakeholders.

You must be work authorized in the United States without the need for employer sponsorship.

Additional information

This is a hybrid role requiring 3 days a week in office.

CJ is the leader in Performance Marketing.? We take pride in our innovative technology, comprehensive data solutions and our people.? We equip our teams with advanced tools, training and career development opportunities all to provide modern solutions, strategies and support to deliver high quality results for our clients. We work in an enthusiastic, collaborative team setting that values outstanding performance.

We're a community of creative and passionate problem solvers who go the distance to tackle the tough questions, think creatively, and drive resourceful growth, for our clients-and ourselves. We foster and embody an inclusive and collaborative culture where diverse perspectives are sought, relationships are valued, and people feel accepted with a sense of belonging in expressing themselves authentically. We pride ourselves in having a workplace environment that values both work and play.

Why Our Workplace Stands Out

Apart from offering competitive salaries, 401K matching, wellness programs, and comprehensive medical, dental, and vision coverage, we provide:

  • Flexible time off without the hassle of accrual

  • A generous number of paid holidays

  • Company-sponsored team-building events

  • An Employee Referral Program

  • Annual recognition awards

  • Hybrid work arrangements for optimal work-life balance

  • Parental bonding leave

  • Backup care options for children and elders

  • An employee discount program

  • International SOS program for global support

  • Business Resource Groups, where employees connect over shared interests to cultivate an engaging, inclusive environment

...and those are just a few of our great perks! Come join us and see what makes our company a great place to work.

If you require accommodation or assistance with the application or onboarding process specifically, please contact [email protected] .

Compensation Range: $88,540.00 - $127,155.00 Annually. This is the pay range the Company believes it will pay for this position at the time of this posting. Consistent with applicable law, compensation will be determined based on the skills, qualifications, and experience of the applicant along with the requirements of the position, and the Company reserves the right to modify this pay range at any time. Temporary roles may be eligible to participate in our freelancer/temporary employee medical plan through a third-party benefits administration system once certain criteria have been met. Temporary roles may also qualify for participation in our 401(k) plan after eligibility criteria have been met. For regular roles, the Company will offer medical coverage, dental, vision, disability, 401k, and paid time off. The Company anticipates the application deadline for this job posting will be 4/19/26.

All your information will be kept confidential according to EEO guidelines.

#LI-DT1

Posted 2026-03-09

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