Singulier
Consulting
SeniorDataScientist-AdvancedAnalytics
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“Senior Data Scientist - Advanced Analytics at Singulier. Skills: Advanced analytics, Machine learning, Statistical modeling, Data science. Design advanced models. Build advanced models”
What You'll Achieve.
Create measurable impact; Drive transformation
Industry & Context.
Answer strategic questions; Solve advanced-analytics questions
What They're Looking For.
Must Have
3 to 6 years of experience, Python proficiency, SQL proficiency, Experience processing data at scale, Solid applied machine learning, Solid applied statistics
Nice to Have
PhD preferred, Experience in consulting, Experience in private equity, Experience in client-facing environments, Experience building AI agents, Experience using AI agents, Experience using GenAI workflows, Interest in broader advanced analytics, Experience in transformation projects, Fluency in French
What You'll Do.
Design advanced models
Build advanced models
Validate advanced models
Own analytical methodology
Guarantee statistical robustness
Explore raw client data
Understand data value extraction
Conduct data transformation
Conduct feature engineering
Conduct modelling in Python
Conduct modelling in SQL
Build analytics-ready datasets
Translate model outputs
Present findings to stakeholders
Orchestrate AI agents
Write well-documented code
Contribute to analytical toolkits
Contribute to standardised analyses
Prepare models for industrialisation
Prepare specifications for industrialisation
Act as data science referent
Explore GenAI techniques
Bring in GenAI techniques
How You'll Work.
Team & Collaboration
Work with consultants; Co-present to stakeholders; Handover to data engineering
Communication Scope
Present findings; Executive-ready findings
Full Job Description
### Who We Are Singulier is a strategy and transformation consulting firm working with private equity funds and their portfolio companies on high-impact digital, data and AI topics. We help investment funds, CEOs and leadership teams answer critical strategic questions and drive transformation with a pragmatic, hands-on approach. Unlike traditional consulting firms, we do not stop at recommendations: we work alongside our clients to design, build and implement solutions that create measurable impact. Founded in 2017, Singulier has grown rapidly and now brings together ~80 professionals across Paris, London and Munich, combining expertise in strategy consulting, data, digital marketing, product and technology. ### The Role At Singulier, our Senior Data Scientists / Analysts turn complex data into the models that underpin our clients’ strategic decisions. You are the technical owner of advanced analytics on our engagements — designing, building and validating the models, and making their results legible to senior, non-technical audiences, including C-level executives and PE operating partners. Customer and value analytics is the core of what we do, but the role is not limited to it: you will also tackle broader advanced-analytics questions, for example supply chain, demand planning and operational performance, including in industrial settings. You work hand in hand with our consultants: they frame the business question, you bring the methodological depth to answer it rigorously. You care as much about the robustness of a model as about whether its output actually changes a decision — we value pragmatic, business-oriented work over purely academic or research-focused approaches. ### What You’ll Do * Design, build and validate advanced models — customer & value segmentation, propensity and churn scoring, uplift, LTV and pricing, as well as demand forecasting, supply chain and operational optimization * Own the analytical methodology on engagements and guarantee statisti
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