Tech Stack
TRl (Transformer Reinforcement Learning)Machine LearningPython
Job Description, Responsibilities & Requirements
About the Position
Your vision. Our solutions.
We are seeking a Senior Data Scientist to join our team in Europe, working remotely. The role involves creating rapid proofs of concept to test hypotheses about how emerging technologies can be applied to business use cases. The lab’s role is to generate prototypes, demos, and learnings that our teams and clients can use when deciding how to apply and invest in emerging technologies.
Responsibilities
- Development and training of transformer-based models for both text and images.
- Architect and oversee the entire model lifecycle, from data preparation, model design, training, development, and validation to model deployment and monitoring.
- Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to design and implement AI-driven solutions.
- Stay current with the latest advancements in AI and machine learning, integrating new techniques and technologies as appropriate.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
- Strong expertise with large scale Neural Networks, Deep Learning and Reinforcement Learning techniques.
- Practical exposure to GenAI projects and related frameworks (RAG apps, vector DBs, LangChain, LlamaIndex, agentic frameworks,...)
- Advanced knowledge of Python and machine learning frameworks (SciPy, Scikit-learn, TensorFlow, PyTorch, pyMC, pgmpy,...)
- Hands-on experience with one or more cloud computing platforms (Azure - preferred, AWS, GCP).
- Understanding of the whole ML lifecycle and experience with MLOps/DataOps.
- Experience with Probabilistic Graphical Modelling (Bayesian Networks, Markov Random Fields, Factor Graphs,...)
- Strong problem-solving skills and attention to detail.
- Good communication skills, fluent English.
We Expect You to Have
- Experience in developing and training transformer-based models.
- Ability to manage the entire model lifecycle.
- Proficiency in collaborating with cross-functional teams.
- Up-to-date knowledge of the latest advancements in AI and machine learning.
About the Company
The Workly s.r.o.
4D CENTER, Kodaňská 1441/46,
101 00, Praha 10.
Contact: [email protected]
Phone: + 420 775 371 991
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