Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Skills: Python, Deep Learning, Time-series forecasting, Machine learning, Econometrics
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model, a proprietary AI-powered model delivering accurate, granular demand predicti…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model, a proprietary AI-powered model delivering accurate, granular demand predicti…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model, a proprietary AI-powered model delivering accurate, granular demand predicti…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model, a proprietary AI-powered model delivering accurate, granular demand predicti…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model, a proprietary AI-powered model delivering accurate, granular demand predicti…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Skills: Tableau, SQL, Data Analytics, Tableau Prep, Tableau Server Administration
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Skills: Tableau, SQL, Data Analytics, Tableau Prep, Tableau Server Administration
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predict…
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Full-time
postgraduate degree
Posted 5d ago
~40 hrs/week
Responsibilities
Develop and implement advanced econometric and machine learning models for demand forecasting. Collaborate with cross-functional teams to deploy these ML systems into production environments.
Requirements
Requires 5+ years of hands-on experience in data science and machine learning with proficiency in Python and deep learning frameworks. A Master's or PhD in a quantitative field is required, along with strong expertise in time-series forecasting.
Full job description
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predictions with 96% forecast accuracy and real-time decision intelligence for commercial teams. Built on a glass-box architecture, it uses market data - not personal data - with full transparency into logic and outcomes. First deployed in global aviation, the technology is industry-agnostic and scales across volatile markets. Fetcherr delivers a consistent average profit uplift of 7%, with corporate partners including Delta, Virgin Atlantic, WestJet, Viva, and Azul.
The Large Market Modeling (LMM) team is the engine underneath Fetcherr's pricing intelligence. We're the ones who actually build and train the models — taking a chaotic world of market signals, customer behavior, and competitive dynamics and turning them into reliable, production-ready demand models. Other teams at Fetcherr work with the models; we're the ones who bring them to life. Think of us as the team that teaches Fetcherr's AI how people buy — so it can always recommend the right price at the right moment.
We are seeking a talented and self-driven experienced Data Scientist to help advance our machine learning capabilities.This is a key role for someone passionate about leveraging machine learning to solve complex, real-world problems and deliver measurable business impact.
Responsibilities:
Develop and implement state-of-the-art econometric and machine learning models for demand forecasting.
Conduct research and experimentation to evaluate novel approaches for improving accuracy, robustness, and scalability.
Collaborate with cross-functional teams (including product, data engineering, MLOPS and Platform) to deploy ML systems in production.
Clearly communicate complex technical findings to non-technical stakeholders, including product leaders and executives.
Requirements
5+ years of hands-on experience in data science and machine learning with a proven record of leveraging modeling into business outcomes.
Proficiency in Python and its ML/data stack (e.g., PyTorch or TensorFlow, Pandas, NumPy, Scikit-learn).
Expertise in time-series forecasting, ideally Deep Learning based, preferably in demand prediction or related areas.
Feature engineering, feature importance testing, explainability based experience.
Master’s or PhD in Computer Science, Machine Learning, Statistics, Engineering or a relevant field.
Solid understanding of ML production workflows (versioning, testing, reproducibility, and deployment).
Experience applying ML in domains like finance, trading, revenue management etc.
Familiarity with cloud based solutions on GCP platform (e.g., Vertex AI, PubSub, Cloud Run Functions).
Strong data visualization and exploratory data analysis skills.
Familiarity with code optimization, containerization (e.g., Docker), CI/CD, or cloud-native architectures.
Participation in competitive programming or data science challenges (e.g., Kaggle).
If you're excited about building impactful AI systems in a high-growth startup environment, and want to help redefine how industries price, forecast, and optimize, we’d love to hear from you.
Related keywords
Data ScienceDeep LearningForecastingMachine LearningEconometricsPythonPyTorchTensorFlowPandasNumPyScikit-learnTime-seriesFeature EngineeringMLOpsGCPVertex AI
AI-Based Decision-Making | Revolutionizing Pricing Strategies, Price and Demand Prediction
Industry
Software Development
Company size
201-500 employees
Founded
2019
Headquarters
Netanya, israel
LinkedIn followers
24,720
Total funding
$157M
Founded in 2019, Fetcherr is an AI company redefining how enterprises operate in complex markets. At the core of its platform is the Market Model - the first generative AI model purpose-built to simulate and predict full-scale market dynamics.
Unlike traditional systems that rely on static rules or historical patterns, the Market Model predicts supply, demand, competition, and external signals as a living market environment. It continuously generates forward-looking scenarios and optimizes decisions in real time across pricing, inventory, and strategic operations.
By embedding the Market Model directly into the operational layer, Fetcherr enables real-time, predictive decision intelligence across the enterprise that drive revenue growth and efficiency.
Offices: Netanya, israel 4249320, IL · 382 NE 191st St, Miami, Florida 33179, US · Koszykowa 61, Warsaw, PL · Regus Equal Park 28 Wielicka Street, Krakov, PL · 330 N Wabash Ave, Chicago, Illinois 60611, US
Information TechnologyAir TransportationArtificial IntelligenceArtificial Intelligence (AI)Machine LearningTravel
AI-Based Decision-Making | Revolutionizing Pricing Strategies, Price and Demand Prediction
Industry
Software Development
Company size
201-500 employees
Founded
2019
Headquarters
Netanya, israel
LinkedIn followers
24,720
Total funding
$157M
Founded in 2019, Fetcherr is an AI company redefining how enterprises operate in complex markets. At the core of its platform is the Market Model - the first generative AI model purpose-built to simulate and predict full-scale market dynamics.
Unlike traditional systems that rely on static rules or historical patterns, the Market Model predicts supply, demand, competition, and external signals as a living market environment. It continuously generates forward-looking scenarios and optimizes decisions in real time across pricing, inventory, and strategic operations.
By embedding the Market Model directly into the operational layer, Fetcherr enables real-time, predictive decision intelligence across the enterprise that drive revenue growth and efficiency.
Offices: Netanya, israel 4249320, IL · 382 NE 191st St, Miami, Florida 33179, US · Koszykowa 61, Warsaw, PL · Regus Equal Park 28 Wielicka Street, Krakov, PL · 330 N Wabash Ave, Chicago, Illinois 60611, US
Information TechnologyAir TransportationArtificial IntelligenceArtificial Intelligence (AI)Machine LearningTravel