Data Scientist

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:

1. Python
2. Data analysis and machine learning
3. Data processing (and SQL databases)
4. 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