Data Scientist (Pricing) Engineering Portugal ETG

Emerging Travel Group (Italy); Portugal; Híbrido; EUR 50 000 - 75 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Flexible schedule

Remote/hybrid options

Professional development programs

Training reimbursement

Language learning support

Travel discounts

Resumo da oferta

Emerging Travel Group is a global travel-tech company whose brands operate in over 220 source markets since 2010. We specialize in developing advanced online booking platforms for all types of clients—from individual travelers to travel agents and companies organizing business trips.

We are seeking a Data Scientist to own end-to-end ML projects, collaborate with data engineers and analysts, optimize pricing and LTV, and help productionize models.

Qualificações

• 3+ years of experience as a Data Scientist.
• Proven experience with end-to-end ML projects.
• Strong knowledge of classical ML techniques and feature engineering.
• Hands-on uplift modeling and time series tasks with real apps.
• Experience with pricing, LTV, retention, AB testing, and business impact.
• Proficient in Python for DS/ML and SQL for data analysis.

Responsabilidades

• Engage with business objectives behind pricing for B2B/B2C.
• Drive ML projects from problem definition to deployment.
• Collaborate with data engineers for dataset collection.
• Work with analysts on A/B test design and results.
• Develop models (classic ML, DL, time series) and evaluate performance.
• Prepare models for transfer to production by the tech team.
• Own model quality, monitor metrics, and plan improvements.

Conhecimentos

Python

SQL

ML/DL modeling

Time series

Uplift modeling

A/B testing

Feature engineering

Classification/Regression

End-to-end ML projects

Stakeholder mgmt

Ferramentas

MLflow

DVC

Airflow

PyTorch

TensorFlow

Descrição da oferta de emprego

• Engage with the business objectives behind key tasks: pricing for B2B/B2C, forecasting and optimization of financial and operational metrics, incident prioritization, and improving customer journey efficiency (revenue growth, cost savings, business impact).
• Drive ML projects end-to-end: from problem definition and formalization to modeling, piloting, and presenting results.
• Collaborate with data engineers to collect the necessary datasets and assess implementation feasibility.
• Work with analysts on A/B test design: defining metrics, splits, and interpreting results.
• Develop models (classic ML and DL, time series, uplift modeling), conduct error analysis and performance evaluation.
• Prepare models and code for transfer to production infrastructure (deployment and releases handled by the technical team).
• Take ownership of model quality, monitor key metrics, and collaborate with the team on degradation issues and improvement plans.
• 3+ years of experience as a Data Scientist.
• Proven experience with end-to-end ML projects (ability to oversee the entire process).
• Strong knowledge of classical machine learning techniques (feature engineering, classification, regression, boosting, etc.).
• Hands-on experience with uplift modeling and time series tasks (with real business applications).
• Experience working with business stakeholders and understanding optimization problems: pricing, B2C, LTV, retention, AB testing, and more.
• Proficient in Python for DS/ML (writing clean, readable code for models and experiments).
• Confident SQL user (able to build datasets, write joins, and perform data analysis).
• Nice to have: experience with MLflow/DVC, pipelines (Airflow or similar), anomaly detection/anti-fraud, deep learning (PyTorch/TensorFlow), and model monitoring.

We offer you

• A fully flexible work schedule — there’s no pressure to start work at exactly 9:00 AM; what matters is achieving results and moving forward;
• Each person in our team is encouraged to choose their preferred work format. You can work fully remotely, come to the office, or choose a hybrid work model;
• We are an ambitious and supportive team who love what they do, appreciate each other, and grow together;
• The growth and development of each employee is our priority, so we have internal programs available for adaptation and training, development of soft skills and leadership abilities that are tailored individually to each employee;
• We also provide partial compensation for employees participating in external training and conferences;
• In tourism, it's difficult to grow without an excellent knowledge of English, and we support our employees' language learning goals — we organize group and individual lessons, plus speaking clubs with colleagues from all over the world;
• And, of course, to encourage you to travel more, we offer corporate prices on hotels and other travel services;
• We prioritize well-being and are committed to supporting the overall health and work-life balance at ETG. As part of this commitment, we provide MyTime Day Off - an extra day off that is designed to give our employees the flexibility to focus on important matters, whether it’s taking care of their health, mental recharge, addressing personal issues, or any other important activities.

Emerging Travel Group is a global travel-tech company whose brands have been operating in over220 source markets since 2010. We specialize in developing advanced online booking platformsfor all types of clients — from individual tourists to travel agents and companies organizingbusiness trips. Our solutions empower hoteliers to effortlessly showcase their accommodations,boosting visibility and attracting a broader audience.

Our mission is to create, distribute, and operate the most convenient travel products. Weconstantly innovate and break the rules of the highly complex travel industry to make travelmore widely available for individuals, more rewarding for professionals, and simpler foreveryone.