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Do you have right to work in the UK without restriction, or requiring Sponsorship in the future?
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This role has a requirement of 4 days per week in office, and 1-day a week working from home. Please confirm you are aware of this expectation.
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Tell us about a ML product you've built or worked on, ideally solving different kinds of business problems. What were the business problems, what did you build, and what was the outcome?
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Describe how you've owned a model after it went live. How did you monitor it, what told you it needed retraining or retiring, and what did you do?
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Which of these have you personally built or contributed to for a production system?
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Churn or propensity models
Segmentation or clustering
Recommendation or personalisation engines
Time-series or demand forecasting
Pricing or optimisation
NLP or LLM-based solutions
None of the above
Which have you used in a professional setting? (Tick all that apply)
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Python
R
SQL
Snowflake
Databricks
dbt
GCP
Airflow
MLflow (or another model registry)
CI/CD for ML
What are your salary expectations?
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What is your current notice period?
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Do you currently hold a Soho House Membership?
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