Senior Data Scientist (PAI)

Akvelon is looking for a Senior Data Scientist to join a team building the foundation for reliable production AI. This role sits at the intersection of statistics, ML, and production engineering: you won't just train models — you'll ensure they work reliably in real-world conditions.
What you'll do:
Develop, validate, and tune ML models for business use cases
Collaborate closely with engineers to design models with deployment in mind
Design experiments and conduct statistical quality assessments
Monitor models in production: drift, accuracy, reliability
Build dashboards and translate insights for product and business teams
Contribute to deployment pipelines and APIs for ML systems
Provide recommendations on model retraining and improvement
Requirements:
5+ years applying ML and statistics to business problems
Strong Python: pandas, scikit-learn, PyTorch/TensorFlow
Deep knowledge of statistical methods: supervised/unsupervised learning, experimental design
Proficient SQL + experience with Snowflake
Hands-on experience with AWS and understanding of model deployment/monitoring workflows
Excellent communication skills: bridge between technical teams and business stakeholders
Proactive mindset and ability to thrive in cross-functional teams
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