Senior Software Engineer II - Ads Quality
Core
Build state-of-the-art ML infrastructure to optimize ads performance, training, and serving for a real-time sequential foundation model in the online grocery ad ecosystem.
Role type
Senior IC machine-learning infrastructure engineer (ads)
Builds
Scalable training and serving infrastructure, real-time feature processing pipelines, and foundation model systems for advertising
Domain
Digital advertising / Online grocery / Machine Learning
Deliverable
production ML models
Required skills
ML infrastructure design, MLOps, Python, Go, SQL, Spark, PyTorch, TensorFlow, XGBoost, system optimization, low-latency pipeline design
Preferred skills
Tech leadership, streaming systems (Kafka, Flink), online feature stores, sequential modeling, transformer architectures, LLM integrations, digital advertising platform experience
Technologies
Kafka, Flink, Spark, PyTorch, TensorFlow, XGBoost, LLMs
Responsibilities
Design and deploy ML infrastructure for training and serving; optimize bottlenecks in throughput, cost, and latency; build real-time feature processing pipelines; lead infrastructure for sequential foundation models; collaborate with product and data teams; mentor engineers and conduct code reviews
Seniority
Senior, hands-on IC with technical leadership
