Fluent, LLC
AdTech
EngineeringManager,DataScience(AdTech)
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“Engineering Manager, Data Science (AdTech) at Fluent, LLC. Skills: Deep Learning, Agentic AI, MLOps, People Leadership. Drive Deep Learning Evolution. Own Value-Based Bidding”
What You'll Achieve.
driving business value through machine learning; elevating relevancy in E-commerce; ROAS optimization; audience propensity modeling; deep learning powered capabilities; differentiate Fluent's advertising products; drive client success; maximize client returns; enhance decisioning and operational efficiency; optimize directly for business outcomes
Industry & Context.
solve for data sparsity; long-term user value; optimize directly for business outcomes
occasional travel to NYC
What They're Looking For.
Must Have
Master’s Degree in Computer Science, Mathematics, or other Quantitative Field, 8+ years of experience in Data Science or ML Engineering, 2 years managing or leading technical teams, Deep hands-on experience with modern ranking and retrieval architectures, Experience deploying complex models into high-throughput, low-latency production environments, Python skills with a focus on Deep Learning frameworks, Proven people management skills, Excellent communication skills
Nice to Have
PhD, Hands-on Agentic Framework Experience, ROAS optimization and campaign performance modeling, Databricks and MLflow experience, Experience with audience/customer modeling
What You'll Do.
Drive Deep Learning Evolution
Own Value-Based Bidding
Champion Agentic AI & Automation
Build Production Deep Learning Systems
Advance MLOps & Experimentation
Lead and grow Data Science team
Partner with Product and Client Success
Coordinate with Data Platform team
Translate complex ML concepts
Set technical direction
How You'll Work.
Team & Collaboration
Partner with Product and Client Success; Coordinate with Data Platform team; Translate complex ML concepts to business stakeholders; Set technical direction and foster innovation; hiring, mentoring, performance management, career development
Communication Scope
Excellent communication skills for translating technical concepts to business stakeholders and executives
Full Job Description
Fluent is building the next-generation advertising network, Partner Monetize & Advertiser Acquisition. Our vision is to build an ML/AI-first network of advertisers and publishers to achieve a common objective — elevating relevancy in E-commerce for everyday shoppers. As our Engineering Manager, Data Science, you will lead the team responsible for driving business value through machine learning and advanced analytics in the Adtech space. You will own ROAS optimization, audience propensity modeling, and deep learning powered capabilities that differentiate Fluent's advertising products and drive client success. We are seeking expert-level knowledge of sequence modeling (Transformers/Attention) and generative approaches for user behavior, moving beyond legacy logistic regression to implement deep architectures that solve for data sparsity and long-term user value. This role combines hands-on ML expertise with people leadership, requiring you to set technical direction for modeling initiatives while building and developing a high-performing data science team. This role is fully remote in Ontario, Canada, with occasional travel to NYC. ### **What You'll Do** _**Machine Learning & Modeling**_ * Drive the Deep Learning Evolution: Lead the architectural transition from legacy tree-based models (XGBoost) to advanced Neural Network architectures (Deep Learning) for audience propensity, lookalike modeling, and real-time segmentation. * Own Value-Based Bidding (ROAS): Evolve our bidding strategy from simple conversion prediction to sophisticated ROAS-based optimization, developing models that predict user value (LTV) to maximize client returns within dynamic auction environments. * Champion Agentic AI & Automation: Spearhead the exploration and adoption of autonomous agentic workflows to enhance decisioning and operational efficiency, moving beyond static models to self-correcting systems. * Build Production Deep Learning Systems: Oversee the end-to-end engineering of high-scal
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