Senior Data Scientist (Generative AI & Agentic Systems)
⚲ Piekary Śląskie
25 000–35 000 zł netto (+ VAT) / mies.
Wymagania
- Google Cloud Platform
- Python
- LangChain
- Docker
- Kubernetes
- Git
- Generative AI
- Agentic AI
Opis stanowiska
Nasze wymagania:
5+ years of experience in data science, AI, or ML engineering with a focus on deploying production-level models.
Demonstrated expertise in architecting end-to-end AI/ML pipelines and cloud-native deployments (GCP - preferred, AWS or Azure).
Advanced programming skills in Python with a deep understanding of designing robust REST APIs.
Significant practical experience with LLM orchestration frameworks (e.g., LangChain) and deep knowledge of current Generative AI and Agentic AI landscapes.
Proficiency in Git and experience with modern MLOps practices.
Mile widziane:
In-depth, hands-on experience with the Google Cloud Platform (GCP) AI/ML ecosystem (Vertex AI, etc.).
Experience in designing multi-agent systems and conversational AI platforms (e.g., Google Dialogflow CX).
Deep expertise in containerization (Docker/Kubernetes) at scale.
O projekcie:
You will spearhead the transition from rapid prototypes to high-performance, production-grade enterprise solutions.
You will act as a bridge between our business goals and technical implementation, leveraging the full power of Google’s GenAI stack, LangChain, and advanced agentic architectures.
Zakres obowiązków:
Design and oversee the development of enterprise-grade, agentic AI systems and autonomous conversational agents that think, reason, and act.
Engineer and deploy scalable AI/ML solutions on Google Cloud Platform (GCP), establishing best practices for model lifecycle management.
Oversee the development of serverless architectures and containerized Python REST APIs to ensure high availability and performance.
Leverage LLMs to perform deep analysis on massive datasets, refining our big data platforms and pushing the boundaries of what is possible with GenAI.
Provide technical leadership and guidance to the team, fostering a culture of excellence and out-of-the-box thinking.
Oferujemy:
Training programs and exclusive certification paths from Google; career development in a deep-tech environment.
Work with a friendly, international, and flat-structured team where your voice is heard and innovation is the baseline.
Annual leave time regardless of the form of employment.
5+ years of experience in data science, AI, or ML engineering with a focus on deploying production-level models.
Demonstrated expertise in architecting end-to-end AI/ML pipelines and cloud-native deployments (GCP - preferred, AWS or Azure).
Advanced programming skills in Python with a deep understanding of designing robust REST APIs.
Significant practical experience with LLM orchestration frameworks (e.g., LangChain) and deep knowledge of current Generative AI and Agentic AI landscapes.
Proficiency in Git and experience with modern MLOps practices.
Mile widziane:
In-depth, hands-on experience with the Google Cloud Platform (GCP) AI/ML ecosystem (Vertex AI, etc.).
Experience in designing multi-agent systems and conversational AI platforms (e.g., Google Dialogflow CX).
Deep expertise in containerization (Docker/Kubernetes) at scale.
O projekcie:
You will spearhead the transition from rapid prototypes to high-performance, production-grade enterprise solutions.
You will act as a bridge between our business goals and technical implementation, leveraging the full power of Google’s GenAI stack, LangChain, and advanced agentic architectures.
Zakres obowiązków:
Design and oversee the development of enterprise-grade, agentic AI systems and autonomous conversational agents that think, reason, and act.
Engineer and deploy scalable AI/ML solutions on Google Cloud Platform (GCP), establishing best practices for model lifecycle management.
Oversee the development of serverless architectures and containerized Python REST APIs to ensure high availability and performance.
Leverage LLMs to perform deep analysis on massive datasets, refining our big data platforms and pushing the boundaries of what is possible with GenAI.
Provide technical leadership and guidance to the team, fostering a culture of excellence and out-of-the-box thinking.
Oferujemy:
Training programs and exclusive certification paths from Google; career development in a deep-tech environment.
Work with a friendly, international, and flat-structured team where your voice is heard and innovation is the baseline.
Annual leave time regardless of the form of employment.
🔍 Dekoder Ogłoszenia
🔴
spearhead the transition from rapid prototypes to high-performance, production-grade enterprise solutions
Będziesz odpowiedzialny za przekształcenie początkowych, często niedopracowanych prototypów w stabilne, produkcyjne systemy, co może oznaczać dużo pracy nad stabilnością i skalowalnością.
🟡
act as a bridge between our business goals and technical implementation
Oczekuje się, że będziesz tłumaczyć wymagania biznesowe na język techniczny i odwrotnie, co może wymagać umiejętności komunikacyjnych i negocjacyjnych.
🔴
autonomous conversational agents that think, reason, and act
To ambitne określenie może sugerować, że oczekiwane są systemy AI o bardzo zaawansowanych możliwościach, których faktyczne osiągnięcie może być trudne.
🟡
establishing best practices for model lifecycle management
Będziesz musiał nie tylko wdrażać modele, ale także tworzyć i egzekwować standardy ich zarządzania przez cały cykl życia.