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Vectorworks

BIM software · 3D CAD design

Senior Data Scientist (All Genders)

Bratislava · Brno · Hybrid€2.8k/yrPosted 7 days ago
AI researchStaff+Full Time
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KEY Responsibilities

Data Science & Modeling

  • Build, validate, and deploy machine learning models to predict sales outcomes, customer churn, and revenue projections​.
  • Apply statistical analysis techniques to test hypotheses and measure the effectiveness of sales initiatives​.
  • Implement A/B testing frameworks to evaluate the impact of sales strategies and campaigns​.
  • Create comprehensive ML model monitoring dashboards that track prediction accuracy, data drift and feature stability.
  • Collaborate with the Business Intelligence team to design and implement data science workflows within Fabric​.
  • Leverage Fabric's unified platform for machine learning lifecycle management, including data preparation, model training, deployment, and monitoring​.

Advanced Sales Analytics & Reporting

  • Perform deep-dive sales performance analysis across regions, products, and sales teams to identify growth opportunities.
  • Develop and maintain predictive models for sales forecasting using machine learning techniques including time series, analysis, regression models, and classification algorithms​.
  • Conduct comprehensive pipeline analysis including conversion rates, deal velocity, and stage progression analysis.
  • Build interactive reports and dashboards in Power BI focused on key sales performance metrics and predictive insights.
  • Develop advanced visual analytics that integrate AI insights and predictive model outputs (e.g., churn risk, lead scores).

Collaboration & Stakeholder Management

  • Partner closely with sales leadership, operations teams, and business stakeholders to understand their analytical needs and deliver actionable solutions​.
  • Translate complex technical findings into clear, compelling business narratives that drive strategic decisions​.
  • Present key findings and recommendations to sales leadership and senior management.

Requirements

  • Bachelor's degree in Data Science, Statistics, Computer Science, Mathematics, Engineering, or related quantitative field; Master's degree is a plus.
  • 5-7 years of professional experience in data science, analytics, or related field, preferably in the software/SaaS environment.
  • Hands-on experience developing, evaluating, and deploying machine learning models including predictive modeling, time series forecasting, and classification/regression algorithms.
  • Advanced proficiency in Python (pandas, scikit-learn, TensorFlow/PyTorch) and strong SQL skills.
  • Expertise in Power BI (or similar BI tools) for creating interactive dashboards and reports.
  • Solid foundation in statistics and experimental design, including A/B testing, hypothesis testing, and predictive modeling.
  • Familiarity with MLOps practices including model monitoring, deployment pipelines, and performance tracking; experience with Microsoft Fabric preferred.
  • Understanding of B2B/SaaS sales processes, metrics (pipeline conversion, deal velocity, churn), and KPIs.
  • Excellent communication skills with ability to translate complex analyses into actionable insights for stakeholders.
  • Fluency in English required; German is a plus.

What WE Offer

  • Comprehensive onboarding and ongoing professional development to support your success and growth at ALLPLAN.

  • Clear opportunities for career advancement within sales and other departments.

  • A collaborative, innovative, and supportive team environment.

  • Competitive compensation with performance-based incentives.

  • Flexible work arrangements, including options for remote work.

  • Minimum salary for this position is 2 800€. Final compensation depends on the candidate's profile and skills, experience, and interview performance. This position also has an additional variable component.

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Req ID: R70

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