Senior ML Engineer – Low-Latency Ads & Search

adMarketplace, Inc.; City of Rochester (NY); Presencial; USD 145.000 - 175.000; Jornada completa

Descripción de la vacante

adMarketplace is seeking an experienced Senior Machine Learning Engineer to build impactful products in the search and advertising tech ecosystem in New York. You will contribute to ultra-low-latency ad-serving and consumer search solutions, collaborating with product, business, and engineering teams to drive relevancy, yield optimization, and predictive modeling.

You’ll own end-to-end ML lifecycle, champion MLOps, develop low-latency feature pipelines, and contribute to model architectures

Formación

• 3+ years of experience in AI/ML with production-grade systems.
• 2+ years building AI/ML models in ads, relevance, ranking, or search.
• 3+ years building distributed, low-latency ML services.
• 3+ years deploying and maintaining ML pipelines in production with feature engineering and monitoring.
• 2+ years Python and distributed frameworks (Spark, Hadoop), SQL, and cloud infrastructure.
• 2+ years ML packages such as TensorFlow or PyTorch, scikit-learn, Spark ML.

Responsabilidades

• Drive end-to-end lifecycle management of AI/ML projects from concept to deployment and maintenance.
• Implement and champion MLOps best practices including data collection, training pipelines, deployments, monitoring and QA.
• Contribute to model architecture decisions using state-of-the-art ML, DL, and RL techniques.
• Develop and deploy robust feature engineering pipelines and ML services for low latency and high throughput.
• Establish and utilize robust A/B testing and experimentation frameworks to evaluate model performance.
• Design, build, and maintain production software systems and microservices for AI/ML applications with emphasis on reliability and scalability.
• Communicate effectively and collaborate across the organization.

Conocimientos

AI/ML production

Low latency systems

Python programming

Distributed data processing

Herramientas

TensorFlow

PyTorch

scikit-learn

Spark ML

Descripción del empleo

adMarketplace is seeking an experienced Senior Machine Learning Engineer to build impactful products in the search and advertising tech ecosystem in New York. You will contribute to ultra-low-latency ad-serving and consumer search solutions, collaborating with product, business, and engineering teams to drive relevancy, yield optimization, and predictive modeling.

You’ll own end-to-end ML lifecycle, champion MLOps, develop low-latency feature pipelines, and contribute to model architectures