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1 день назад

Software Engineer, Machine Learning (AI)

Формат работы
remote (Global)
Тип работы
fulltime
Грейд
senior
Английский
b2
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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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

hirify.global 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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