About Webellian
Webellian is a well-established Digital transformation and IT consulting company committed to creating a positive impact for our clients. We are driven by shared values, strong principles, and a passion for innovative and disruptive technologies. We are a community of truly passionate engineers and senior advisors who work with our clients across industries, playing a deep and meaningful role in accelerating and realizing their vision and strategy.
Requirements:
- At least 3 years of commercial experience
- Experience in:
- Python
- Data analysis and machine learning
- Data processing (and SQL databases)
- Large Language Models
- Good understanding of statistics and probability
- Up-to-date knowledge of machine learning models and current trends
- Interest in data pipelines and software development
- Good written and spoken English (comfortable with working in an international environment)
Technology stack:
Development
- Python development (e.g. dataclasses, flask, faust, Kedro)
- SQL Athena, Postgresql, Redshift), NoSQL Redis, Mongo)
- Infrastructure and data pipelines Kafka, RabbitMQ, AWS, Docker, Kubernetes, MLflow, Kubeflow, Kserve)
Experiments
- Machine learning (sklearn, Tensorfow, pyTorch, spaCy, flair)
- LLMs (langchain)
Analysis
- Python data processing (e.g. pandas, numpy, Kedro)
- Statistical analysis (scipy, statsmodels, Prophet, CausalImpact, pyMC