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Senior Data Scientist

inDrive
KazakhstanHybrid4mo ago
Employment
Full-time
Seniority
Senior

About the role

Key Responsibilities

  • Lead the entire machine learning model lifecycle, from initial research and hypothesis testing to production deployment and maintenance

  • Translate complex business goals into well-defined data science problems and quantifiable metrics

  • Design and develop robust, scalable machine learning systems from scratch, including data analysis, annotation, and processing pipelines

  • Contribute to the overall system architecture and integrate ML models with existing backend services and infrastructure

  • Monitor and maintain deployed models, proactively identifying and addressing issues like concept drift to ensure consistent performance

  • Support the development and growth of other team members through mentorship and participation in onboarding programs

  • Drive continuous improvement by automating repetitive tasks and proposing innovative solutions that lead to significant business impact

  • Communicate complex technical concepts and findings clearly and concisely to both technical and non-technical stakeholders

Skills, Knowledge and Expertise

  • Previous experience in a data science or machine learning role

  • An academic background in a quantitative field such as Computer Science, Mathematics, or a related discipline will be a plus

  • Expert-level proficiency in Python and its core data science libraries (e.g., Pandas, NumPy, Scikit-learn, PyTorch)

  • Deep expertise in classic machine learning and deep learning techniques, with a strong understanding of advanced mathematics relevant to these fields

  • Experience with ML system design and MLOps practices for building, testing, deploying, and monitoring models in a production environment

  • Proven experience with event systems, deployment environments, and maintaining production services

  • Familiarity with technologies for streaming, batch, and async data processing. Proficiency in at least one specialized ML domain (e.g., NLP, Computer Vision, Tabular ML, Graph Neural Networks)

  • Strong understanding of software system design principles and the ability to contribute to architectural discussions

  • Experience in experimental design to validate hypotheses and measure the effectiveness of solutions

  • A solid grasp of security, risk, and control concepts in a production environment

Conditions & Benefits

  • Stable salary, official employment.
  • Health insurance.
  • Remote work and flexible schedule.
  • Access to professional counseling services including psychological, financial, and legal support.
  • Discount club membership.
  • Diverse internal training programs.
  • Partially or fully paid additional training courses.
  • All necessary work equipment.

Perks & benefits

  • Medical Insurance

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