ravio - Senior Data Scientist
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Responsibilities
• Develop domain expertise: Understand the compensation landscape and the factors shaping pay across roles, organisations, and markets. • Analyze complex datasets: Explore large, real-world datasets to uncover patterns, trends, and actionable insights. • Build statistical and ML models: Design models that power Ravio’s compensation insights, ensuring accuracy, robustness, and interpretability. • Own modelling pipelines end-to-end: Build, deploy, and maintain scalable pipelines as data and product usage grow. • Collaborate cross-functionally: Partner with Product, Engineering, and Design to integrate data science capabilities into products. • Communicate insights clearly: Translate complex findings into actionable recommendations for technical and non-technical audiences. • Continuously improve: Refine models, methodologies, and data processes over time for better quality and impact. • YOU’LL THRIVE HERE IF YOU… • Hold a Masters or PhD in Data Science, Statistics, Machine Learning, Economics, or a related field • Have strong foundations in statistics, modelling, and machine learning • Are experienced with messy real-world datasets • Are proficient in Python and libraries like pandas, numpy, and scikit-learn • Can build and maintain production-ready modelling pipelines • Balance technical rigor with practical business impact • Communicate complex ideas clearly to diverse audiences • Work independently and collaboratively within a multidisciplinary team
Benefits
• £80K – £120K • Offers Equity • Upload your resume here to autofill key application fields. • Drop your resume here! • Parsing your resume. Autofilling key fields... • Please note to ensure that candidates select the most relevant jobs for their skills, we have set up limits to the number of times candidates can apply. The following limits apply to all roles at Ravio: • Candidates may not apply more than 1 time in any 60 days for any job • Candidates may not re-apply to any roles within 30 days if not presented with an offer (for re-applying to the same job the limit is 90 days) • First name, last name • or drag and drop here • If you don't have one, just type in "n/a" • No - I require visa sponsorship • We enjoy a hybrid working model, and typically have office days at least three times a week (Monday, Tuesday & Wednesdays) • Knowing this early in the process helps us understand whether or not our expectations are in line. Don't forget to include the currency. • Let us know anything you believe is important for us to know. • Please input Gender • Transgender Female • Transgender Male • Gender variant/non-conforming • Prefer not to answer • Please input your sexual identity or sexual orientation • Heterosexual or Straight • Gay, Lesbian or Homosexual • Prefer not to say • If you share care responsibilities equally then please answer as the primary carer • Primary carer of a child or children (under 18 years) • Primary carer of a child or children who is disabled or has a health condition or illness, or temporary care needs (under 18 years) • Primary carer or assistant for a disabled adult or adults (18 years and over) • Primary carer or assistant for an older person or people (65 years and over) • Secondary carer (another person carries out main caring role) • Prefer not to say. • Please input your religious background • This survey is anonymous, if you wish to inform someone in order to have reasonable adjustments made to the interview process, please reach out to the talent team at [email protected] • Prefer not to say • State-run or state-funded school in the UK, which was non-selective • State-run or state-funded school in the UK, which was selective on academic, faith or other grounds • Independent or fee-paying school in the UK • Independent or fee-paying school in the UK (assisted or funded place) • School outside of the UK • Other (such as home schooled) • Prefer not to say • Do you agree to allow Ravio to contact you about job opportunities for up to 1 year? • Recruiting Privacy Policy
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