Senior ML Engineer
4 tygodni temu
We're looking for a Senior Machine Learning Engineer to join an ambitious project revolutionizing digital advertising. This role offers the chance to work on an advanced ad-tech platform that integrates smart devices across TV, mobile, and desktop to deliver highly targeted, data-driven campaigns.
What You'll Do
- Design, build, and optimize scalable ML models and pipelines for real-time ad targeting and personalization.
- Work with large-scale datasets to enhance audience segmentation and engagement.
- Validate models to ensure accuracy, fairness, and performance on unseen data.
- Research and implement cutting-edge ML technologies to elevate platform capabilities.
- Automate deployment pipelines using CI/CD to maintain efficiency and reliability.
- Collaborate with global teams on projects involving bidding strategies, recommendations, and churn prediction.
Your profile:
- 6+ years of experience in ML engineering or related fields.
- Strong programming skills in Python, Go, or similar languages.
- Expertise in ML frameworks (TensorFlow, PyTorch, Spark ML) and cloud platforms (AWS, SageMaker).
- Familiarity with big data tools (Spark, Kafka, Flink) and CI/CD systems (Airflow, GitHub Actions).
- Solid understanding of data structures, algorithms, and SQL performance tuning.
- Experience with unit testing frameworks and best engineering practices.
What We Offer
- A collaborative environment with access to top industry professionals.
- Hands-on experience with the latest ML tools and cloud technologies.
- Training and mentorship to strengthen algorithmic and engineering skills.
- Budget for conferences and industry events.
- Competitive salary, private healthcare, life insurance, Multisport, and other perks.
- Hybrid work model (3 days in the office – Kraków).
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