1 день назад
Software Engineer, Machine Learning (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer, Machine Learning (AI): Building production-grade machine learning systems and high-volume services for Connected TV advertising with an accent on model operationalization, large-scale data pipelines, and reliability. Focus on designing evaluation workflows, improving forecasting and optimization models, and safely deploying scalable solutions into production.
Location: Remote
Company
provides advertising software for brands across Connected TV, web, and mobile, with a focus on performance marketing and measurable campaign outcomes.
What you will do
- Design and build marketing platforms and high-volume services that reliably reach audiences at scale.
- Operationalize machine learning prototypes by developing production-ready models and scalable ML systems.
- Design, train, evaluate, and improve models for deliverability, forecasting, and campaign optimization.
- Build offline and online evaluation workflows connected to measurable business outcomes.
- Improve service reliability, latency, observability, data freshness, and model performance in collaboration with Product and engineering partners.
- Own production systems, ship model improvements safely, and participate in the on-call rotation.
Requirements
- 5+ years of experience building and operating machine learning models in production.
- Strong applied machine learning fundamentals, including classification, regression, forecasting, and rigorous evaluation.
- Strong Python and SQL skills with production engineering discipline around testing, maintainability, and performance.
- Experience with real-time or near-real-time data pipelines, experimentation frameworks, and production model monitoring.
- Experience balancing model quality, system constraints, and speed to production, with strong technical communication and cross-functional collaboration.
- Experience in ad tech, growth analytics, personalization, or performance marketing.
Nice to have
- Experience with Kedro, AutoGluon, PyTorch, Polars, BigQuery, GCP, Airflow, SQLMesh, or Databricks.
- Experience with reinforcement learning, including Q-Learning or Multi-Armed Bandits.
Culture & Benefits
- People-first culture built around trust, ambition, quality, radical honesty, and compassionate leadership.
- Opportunity to work on software processing petabytes of data and serving content to millions of people daily.
- Focus on using AI to improve efficiency and develop new solutions while preserving human judgment.
- Remote work arrangement.
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