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Data Scientist (Pricing)

3 weeks, 4 days ago
Serbia, Kazakhstan, Bulgaria, Portugal, Cyprus, Armenia
Full-time
Mid Level
Data Scientist
Data Science and Analytics
Apache Airflow Deep Learning Feature Engineering MLflow Python PyTorch SQL TensorFlow
Apply Now
Emerging Travel Group

Emerging Travel Group

Emerging Travel Group specializes in developing advanced online booking platforms that cater to a diverse clientele, including individual travelers, travel agents, and businesses, while also providing solutions that enhance the visibility of accommodat...

Consumer Services
251-1K
Founded 2010
$64M raised
View All Jobs 13

Description

  • Define business problems and formalize machine learning objectives for pricing, forecasting, optimization, incident prioritization, and customer journey efficiency.
  • Lead machine learning projects end to end, from problem definition and modeling through piloting and presenting results.
  • Collaborate with data engineers to source required datasets and assess implementation feasibility.
  • Partner with analysts to design A/B tests, including metrics, experiment splits, and result interpretation.
  • Develop classical machine learning, deep learning, time series, and uplift modeling solutions.
  • Perform error analysis and evaluate model performance against relevant business and technical metrics.
  • Prepare models and code for handoff to production infrastructure while technical teams manage deployment and releases.
  • Own model quality, monitor key metrics, and collaborate on remediation and improvement plans when performance degrades.

Requirements

  • 3+ years of experience as a Data Scientist.
  • Demonstrated experience managing end-to-end machine learning projects.
  • Strong knowledge of classical machine learning, including feature engineering, classification, regression, and boosting.
  • Hands-on experience with uplift modeling and time series applications in real business contexts.
  • Experience working with business stakeholders on pricing, B2C, LTV, retention, A/B testing, and optimization problems.
  • Proficiency in Python for data science and machine learning, including clean, readable model and experiment code.
  • Confident SQL skills for dataset construction, joins, and data analysis.
  • Experience with MLflow or DVC, Airflow or similar pipelines, anomaly detection or anti-fraud, deep learning with PyTorch or TensorFlow, and model monitoring is preferred.

Benefits

  • Flexible working hours focused on results rather than fixed start times.
  • Choice of fully remote, office-based, or hybrid work.
  • Individualized onboarding, training, soft-skills, and leadership development programs.
  • Partial reimbursement for external training and conferences.
  • Company-sponsored English lessons, including group and individual classes and speaking clubs.
  • Corporate rates on hotels and other travel services.
  • MyTime Day Off for health, personal matters, mental recharge, or other important activities.

Interested in this position?

Apply directly on the company website

Apply Now

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