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Senior ML Engineer (AI Platform)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior ML Engineer (AI Platform) (LLMs/ML): Building production-grade AI-powered equity research systems for individual investors, spanning data pipelines, model training, inference, evaluation, and monitoring with an accent on financial reasoning, large-scale data systems, and applied NLP. Focus on designing reliable ML platform components, managing model lifecycles, mitigating bias and performance regressions, and operating AI features at scale.
Location: Celetná, Praha 1, Czechia
Company
is a publicly traded media and entertainment company operating brands across news, finance, golf, sports, and entertainment.
What you will do
- Design, build, and operate production-grade ML and AI systems for AI-powered equity research products.
- Own end-to-end AI feature delivery across data pipelines, training workflows, inference, evaluation, monitoring, and production operations.
- Develop LLM workflows and supporting infrastructure for user-facing investor experiences at scale.
- Contribute to architecture, technical standards, modeling decisions, code reviews, and incident retrospectives.
- Identify and mitigate AI risks, including performance regressions, bias, and operational issues.
- Mentor peers and support the technical growth of the ML engineering team.
Requirements
- Bachelor’s degree in Computer Science or equivalent practical experience.
- At least 8 years of software engineering experience focused on machine learning or AI systems.
- Experience building and operating production ML systems and contributing to system design and technical decisions.
- Strong proficiency in Python, TypeScript, or Java.
- Experience with LLMs, ranking or recommendation systems, search, or applied NLP.
- Knowledge of deep learning, representation learning, neural networks, model lifecycle management, and human-in-the-loop evaluation workflows.
Culture & Benefits
- Small, high-ownership team with fast execution, autonomy, and room to experiment.
- Low-bureaucracy environment with direct access to senior leadership and decision-makers.
- Collaboration with engineers, analysts, investors, former hedge fund managers, and experienced market professionals.
- External candidates may be required to attend an in-person interview at a location before a hiring decision.
Hiring process
- Selection may include an in-person interview with a Media employee for external candidates.
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