Senior Software Engineer - Machine Learning (Marketplace Dynamics) (Remote - United Kingdom)
Tasks
- Build causal and predictive models
- Collaborate with product and engineering on production systems
- Communicate conclusions to technical and non technical audiences
- Form testable hypotheses
- Identify and own challenging problems
- Lead design and analysis of experiments
- Productionize and automate model pipelines in Python services
- Research new developments in machine learning and statistics
Perks/Benefits
- Caregiver reimbursement
- Dental insurance
- Flexible working hours
- Hackathons
- Learning groups
- Meeting-free Wednesdays
- Paid holiday
- Pension scheme
- Private health insurance
- Quarterly team offsites
- Remote working expense reimbursement
- Vision insurance
- Wellness expense reimbursement
Skills/Tech-stack
Causal Inference | Data Analysis | Decision Trees | Embeddings | Ensemble learning | Forecasting | GBDT | Gradient boosting | Gradient boosting decision trees | Machine Learning | Model pipeline | Model pipeline automation | Pandas | Pipeline Automation | Predictive Modeling | Python | R | Scikit-learn | Statistical modeling | StatsModels | Unix
Education
N/A
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