Senior ML Engineer (AI Platform)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior ML Engineer (AI Platform): Building next-generation AI-powered equity research systems for individual investors with an accent on production-grade ML systems and LLM workflows. Focus on designing end-to-end AI features, from data pipelines and training to inference and monitoring at scale.
Location: Celetná, Praha 1, Czechia. External candidates may be required to attend an in-person interview at one of the company locations.
Company
is a Nasdaq-listed media and entertainment business operating iconic brands such as CNBC, USA Network, and Rotten Tomatoes.
What you will do
- Design, build, and operate production-grade ML systems, LLM workflows, and supporting infrastructure.
- Own end-to-end delivery of AI features, encompassing data pipelines, training workflows, inference, and monitoring.
- Contribute to architectural decisions and technical standards while mentoring peers to elevate ML quality.
- Solve complex technical problems with high business impact in a low-bureaucracy environment.
- Identify and mitigate risks in AI systems, including performance regressions and operational issues.
- Implement and improve model lifecycle management and evaluation frameworks.
Requirements
- Bachelor’s degree in Computer Science or equivalent practical experience.
- Minimum of 8 years of experience in software engineering with a focus on ML or AI systems.
- Strong proficiency in Python, TypeScript, or Java.
- Proven experience with LLMs, ranking/recommendation systems, search, or applied NLP.
- Experience building and operating production ML systems.
- Solid understanding of modern ML techniques, including deep learning and representation learning.
Nice to have
- Hands-on experience with CNNs, RNNs, Transformers, or other deep learning architectures.
- Background in classical and modern NLP techniques (tokenization, embeddings, text classification).
- Experience with training pipelines using TensorFlow or PyTorch.
- Experience building human-in-the-loop training or evaluation workflows.
- Genuine interest in investing, public markets, and fundamental business analysis.
Culture & Benefits
- Startup-style environment (small team, high ownership, fast execution) with the stability of a publicly traded company.
- Direct access to senior leadership and experienced market professionals, including former hedge fund managers.
- High degree of autonomy and influence over product, engineering, and modeling decisions.
- Collaborative work culture focused on turning AI capabilities into reliable product systems.
- Commitment to equal employment opportunities for all applicants.
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