Senior Data Scientist

Harnham
Bolton
6 days ago
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Senior Data Scientist

Location:Remote-first (UK-based)

Salary:£70,000

The Company

A Series D tech scale-up is reshaping the travel and hospitality industries through advanced machine learning and forecasting. Purpose-built for this space, their platform leverages deep learning to drive revenue optimisation, automation, and real-time analytics. With a growing client base of major global travel brands, they’re hiring exceptional talent to push the boundaries of what’s possible in commercial strategy.

The Role

As a Senior Data Scientist within the Forecasting Algorithms team, you'll design and deploy high-frequency demand forecasting models that directly support pricing decisions. You’ll own the full development lifecycle—from modelling to deployment—while collaborating closely with science, product, and engineering stakeholders.

This is a hands-on role suited to someone who thrives on building, testing, and deploying complex statistical models in a production environment. You’ll work in a modern MLOps setup, contributing to libraries and frameworks used across the company’s data science organisation.

Key Responsibilities:

  • Design and deploy time series forecasting models with a strong focus on accuracy and scalability
  • Improve existing model performance and drive innovation through new methodologies
  • Develop internal ML and forecasting libraries using Python
  • Translate product goals into technical solutions in collaboration with leadership
  • Implement validation frameworks, unit tests, and monitoring pipelines
  • Stay current with advances in machine learning and apply them where appropriate

Tech Stack:

  • Python (Pandas, Polars, SciPy, Scikit-learn, NumPy)
  • Dagster, Argo, GCP
  • Kibana, Elastic
  • DevOps-first approach for model deployment

Skills & Experience:

Essential:

  • Strong background in statistics, machine learning, and time series forecasting
  • Experience with modern ML models (e.g. transformers, CNNs, attention mechanisms)
  • Proficiency in writing production-level Python code
  • Familiarity with CI/CD practices, testing, and model validation
  • Confident working across teams and taking ownership of delivery
  • Strong communication and problem-solving skills

Desirable:

  • Experience in demand forecasting or operations research
  • Familiarity with Bayesian methods, Monte Carlo simulations, or reinforcement learning
  • Exposure to high-scale SaaS or B2C products

Why Apply?

  • Build forecasting systems powering global commercial strategies
  • Collaborate with a world-class data science team
  • Up to £70,000 + equity in a high-growth AI company
  • Excellent benefits: private healthcare, mental health support, nursery benefit (UK), and generous PTO

How to Apply

To apply, please send your CV toDaniel Abbasivia the Apply link on this page.

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