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Senior data scientist

Genf
Vorsee
Data Scientist
Inserat online seit: Veröffentlicht vor 11 Std.
Aufgaben der Stelle
H3strongWho we are /strong /h3pVorsee (by ZYTLYN Technologies) empowers companies across the $11 trillion travel industry to shape the future with predictive AI solutions that augment commercial planning, sales, marketing, retailing and operations. We work with some of the largest travel brands in the world, and our vision is to answer highly detailed and granular questions about the future of travel, such as demand, supply, market fluctuations and pricing. Our core focus is on airlines, airports, travel agencies, destinations, tourism boards, hotels, car rentals, travel retailers, and luxury brands. /p h3strongWho we are looking for /strong /h3pWe are looking for a Senior Data Scientist who is passionate about solving complex data and forecasting problems in the travel industry. You are someone who thrives on turning large-scale, real-world data into accurate, actionable insights and predictions that drive business decisions. You combine strong statistical foundations with practical machine learning expertise and are comfortable owning projects end-to-end from problem framing and data exploration to deployment and monitoring in a cloud environment. /ppYou are curious, business-oriented, and collaborative. You understand that forecasting in the travel industry requires both technical excellence and domain awareness, especially when working with seasonality, demand volatility, and external drivers. /p h3Location / Contract type /h3ulliGeneva, Switzerland Office; /liliFull-time, Permanent contract. /li /ul h3Our culture /h3pWe have a culture that focuses on empowering people, with team members working in our HQ (Geneva, Switzerland), and all across Europe (e.g. France, Spain, Italy, Poland, UK). We believe a diverse team creates better outcomes and fosters a better environment for learning and growth. We put a lot of emphasis on communication, listening, efficient processes and trusting our team. We rely on each other, and work together to achieve our common goals. We believe in working smart, with strong focus and intensity, tackling every challenge as a team. /p h3Your work /h3pAs a Senior Data Scientist, you will: /pulliDesign, develop, and maintain time series forecasting models to predict travel demand, pricing dynamics, and related KPIs. /liliWork with large-scale datasets (e.g., data pipelines, model training). /liliApply and compare classical statistical models (e.g., ARIMA/SARIMA, ETS, Prophet) and machine learning models (e.g., Random Forest, Gradient Boosting, XGBoost, LightGBM) for forecasting tasks. /liliExplore and implement deep learning approaches where appropriate. /liliPerform thorough data analysis, feature engineering, and validation tailored to time series data (cross-validation strategies, backtesting, handling seasonality and trends). /liliCollaborate with data engineers, product managers, and business stakeholders to translate business needs into scalable data solutions. /liliEnsure high-quality code standards, reproducibility, and documentation. /liliContribute to model deployment and lifecycle management in production environments. /li /ulpstrongRequirements /strong /ph3Basic requirements /h3ulliStrong experience (5+ years) in Data Science or Machine Learning roles. /liliSolid expertise in time series forecasting and related evaluation methodologies. /liliDeep understanding of core machine learning algorithms (supervised and unsupervised) and when to apply them. /liliGood familiarity with deep learning concepts and frameworks (e.g., TensorFlow, PyTorch, or similar). /liliAdvanced Python skills, including strong knowledge of common data science libraries such as NumPy, Pandas, SciPy, scikit-learn, Matplotlib/Seaborn, and relevant time series libraries. /liliStrong knowledge of statistics, probability theory, and experimental design. /liliExperience with SQL and working with large-scale structured and unstructured datasets. /liliAbility to write clean, maintainable, and production-ready code. /liliStrong communication skills and the ability to explain complex technical concepts to non-technical stakeholders. /liliResourceful self-starter, comfortable with ambiguity and shifting priorities in a startup; /liliHighly organised, disciplined, and detail-oriented; /li /ul h3Bonus points /h3ulliExperience in the travel industry or similar demand-driven industries. /liliKnowledge of MLOps practices and tools. /liliExperience with embeddings, vector databases, hybrid search, chunking, reranking, tool-calling, and source-grounded LLM answers. /liliPython/SQL skills and experience building scalable pipelines for large datasets, APIs, databases, indexing, data quality, access control, and production cloud deployment. /liliExperience working in AWS cloud environments (e.g., S3, EC2, Lambda, or similar services). /liliExperience with containerisation and orchestration technologies such as Docker and Kubernetes. /liliExperience building and maintaining CI/CD pipelines for ML workflows. /liliFamiliarity with model monitoring, drift detection, and automated retraining strategies. /liliContributions to open-source projects or published work in forecasting or machine learning. /li /ulpstrongBenefits /strong /ph3What we offer /h3ulliJoin a team of exceptional talent — At Vorsee, we hire thoughtfully and selectively, bringing together a small, focused team of high performers. We believe that a lean and empowered team moves faster, builds smarter, and achieves more. You’ll collaborate with driven colleagues who value efficiency, ownership, and impact. /liliCompetitive salary- adjusted for experience and market benchmarks. /li /ul
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