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Data Scientist

Data Scientist

MethodHubMumbai, IN
30+ days ago
Job description

he candidate should at minimum show proficiency in :

  • Strong Python and intermediate SQL skills
  • Experience building, deploying, and evaluating ML / NLP / GenAI systems.
  • Experience with ML system design
  • Very strong (including written) communication skills and ability to break down and articulate complex tasks into implementation strategies
  • Software engineering best practices, including testing, OOP, etc.
  • Knowledge of cloud systems, especially azure preferred.
  • A more traditional ML perspective, some knowledge and understanding of mathematical optimizers, how to select the best ones for purpose and set parameters

Must Have :

  • Experience working closely with other data scientists, data engineers’ software engineers, data managers and business partners.
  • Can build scalable, re-usable, impactful data science products, usually containing statistical or machine learning algorithms, in collaboration with data engineers and software engineers.
  • Can carry out data analyses to yield actionable business insights.
  • Hands-on experience (typically 5+ years) designing, planning, prototyping, productionizing, maintaining and documenting reliable and scalable data science products in complex environments.
  • Applied knowledge of data science tools and approaches across all data lifecycle stages.
  • Thorough understanding of underlying mathematical foundations of statistics and machine learning.
  • Development experience in one or more object-oriented programming languages (e.g. Python, Go, Java, C++)
  • Advanced SQL knowledge.
  • Knowledge of experimental design and analysis.
  • Customer-centric and pragmatic mindset. Focus on value delivery and swift execution, while maintaining attention to detail.
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