Data Scientist

autone

full-time

Posted on: 9/19/2025

Origin: • 🇬🇧 United Kingdom

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💰 £65,000 - £90,000 per year

Mid-LevelSenior

AirflowAWSBigQueryDockerGoogle Cloud PlatformPandasPostgresPythonPyTorchScikit-LearnSQL

About the role

Partner with product managers and engineers to translate requirements into technical solutions
Implement, monitor, and deploy advanced statistical and machine learning models for demand planning and inventory optimisation
Contribute to our tech stack, tooling, and processes to strengthen ML/AI capabilities.
Conduct code reviews and champion best practices for model explainability, monitoring, and performance

A strong STEM background (degree or equivalent hands-on experience)
Experience as a Data Scientist or similar role (startup/scaleup experience is a plus—we’re open to exceptional candidates outside this range)
Proven expertise in time series analysis, predictive algorithms, forecasting models, and optimisation techniques (e.g., loss functions, constrained optimisation, Bayesian methods)
Proficiency in Python and libraries such as scikit-learn, Pandas/Polars, and PyTorch
Strong SQL skills
Experience deploying, monitoring, and analysing the performance of ML models
Nice-to-haves: Retail or e-commerce domain knowledge
Nice-to-haves: Familiarity with AWS or GCP tools ( EKS/GKE, Lambda/CF, Athena/BigQuery)
Nice-to-haves: Experience with MLFlow or similar model management tools
Nice-to-haves: Familiarity with Dagster or other orchestration tools (e.g., Airflow)