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Senior Data Scientist

4 months, 2 weeks ago
Serbia, Bulgaria, Montenegro, Portugal, Cyprus
Full-time
Senior
Data Scientist
Data Science and Analytics
Deep Learning GitHub Machine Learning MLflow Notion 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 16

Description

  • Lead machine learning projects end to end, from task definition through solution design, testing, production deployment, and ongoing support.
  • Work with data engineers to define dataset needs and data requirements, and assess feasibility, risks, and limitations.
  • Participate with data analysts in A/B test design and analysis, including metrics selection, split design, result interpretation, and rollout recommendations.
  • Develop and train classic machine learning and deep learning models, including solutions for text and image embeddings.
  • Perform offline evaluation and error analysis for models before and after deployment.
  • Transfer model code into production as a Python service and support releases and integrations.
  • Own post-launch model quality, including metrics, monitoring, drift and degradation detection, and improvement planning.
  • Support compliance and operational requirements for model monitoring and maintenance.

Requirements

  • 4+ years of experience as a Data Scientist.
  • Experience managing end-to-end ML projects in production, from setup through support.
  • Experience with deep learning frameworks such as PyTorch or TensorFlow, including fine-tuning principles and model inference.
  • Production-quality Python development skills, including readable code, tests for critical components, and model/artifact packaging for service integration.
  • Understanding of ML monitoring, including quality metrics, drift, alerts, diagnostics, and support regulations.
  • Strong SQL skills for independent dataset assembly, including joins and window functions.
  • Experience with model interpretability and error analysis.
  • Experience with experiment tracking tools such as MLflow, Weights & Biases, or DVC.
  • Familiarity with classic ML algorithms and basic ranking approaches such as pointwise and pairwise methods; time series experience is a plus.
  • Conversational English.

Benefits

  • Fully flexible work schedule with no fixed 9:00 AM start time.
  • Remote, hybrid, or office-based work options.
  • Supportive team culture with opportunities to grow together.
  • Individualized internal programs for onboarding, training, soft skills, and leadership development.
  • Partial reimbursement for external training and conference participation.
  • English language learning support, including group and individual lessons plus speaking clubs.
  • Corporate rates on hotels and other travel services.
  • MyTime Day Off: an extra day off for health, rest, or personal needs.

Interested in this position?

Apply directly on the company website

Apply Now

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