adMarketplace ยท 9 hours ago
Senior Machine Learning Engineer
adMarketplace is a company focused on delivering engaging consumer search experiences and empowering advertisers. They are seeking a Senior Machine Learning Engineer to develop and optimize advanced models for their ad-serving platform and search solutions, collaborating with various teams to enhance performance and drive strategic initiatives.
Ad NetworkAdvertisingPublishingSearch Engine
Responsibilities
Drive end-to-end lifecycle management of AI/ML projects from concept and data acquisition to prototyping, model development, deployment, optimization and ongoing maintenance
Implement and champion best practices in MLOps, including data collection, model training pipelines, model deployments, monitoring, alerting, and QA to ensure model reliability and performance
Contribute significantly to model architecture decisions, leveraging state-of-the-art machine learning, deep learning, and reinforcement learning techniques
Develop and deploy robust feature engineering pipelines and ML services optimized for low latency and high throughput
Establish and utilize robust A/B testing and experimentation frameworks to evaluate and iteratively improve model performance
Translate research papers into high-quality, production-ready code
Communicate effectively, collaborate, and build long-term relationships across the organization
Qualification
Required
PhD with 3+ years of experience or MS with 3-5+ years of industry experience in AI/ML, developing and deploying production-grade ML systems
2+ years of experience in building AI/ML models in at least one of the following domains: Ads, relevance, ranking, recommendation systems, and search
3+ years of experience in building distributed, low-latency, high-throughput batch and online ML services
3+ years of experience in deploying and maintaining ML pipelines in production, including feature engineering and model monitoring frameworks
2+ years of experience in Python and proficiency with distributed frameworks (Spark, Hadoop), SQL, and cloud infrastructure
2+ years of experience with ML packages such as Tensorflow or PyTorch, scikit-learn, and Spark ML
Ability to operate efficiently in a high-paced, multi-functional, and rapidly evolving environment
Preferred
5+ years of experience in building ML models for ads, search and/or recommender systems including CTR/CVR prediction, ad selection, keyword bidding, and Learning to Rank models
2+ years of experience in building and deploying online experimentation frameworks to identify right models and features at scale
2+ years of experience in building ad selection frameworks using reinforcement learning or contextual bandits
Experience in fine tuning LLMs
1+ years of experience in building products using Generative AI powered autonomous agents
Benefits
Comprehensive healthcare
Wellness programs
Paid time off
Commuter benefits
401k matching
Summer Fridays
Catered lunches
A fully stocked kitchen
ZogSports teams
Happy hours
Corporate retreats
Company
adMarketplace
adMarketplace is a search advertising marketplace that provides custom monetization solutions for digital publishers.
H1B Sponsorship
adMarketplace has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (14)
2024 (10)
2023 (21)
2022 (20)
2021 (15)
2020 (12)
Funding
Current Stage
Growth StageRecent News
Company data provided by crunchbase