Senior Data Scientist

1 month ago


Pune, Maharashtra, India HARMAN International Full time

Unlocking Business Potential through Data-Driven Insights

HARMAN International is seeking a highly skilled Senior Data Scientist to join our team of innovative professionals. As a key member of our data science team, you will be responsible for providing analytical and result-oriented technical solutions for complex business problems.

Key Responsibilities:

  • Lead the process of creating recommendations through data and insights to ensure focuses are aligned to key priorities.
  • Creatively solve complex and ambiguous problems that span numerous data systems.
  • Perform exploratory data analysis steps, apply statistical methods, and data modeling to answer strategic questions for the business.
  • Work with complex data, unveil insights, and transform it into actionable information.
  • Use data visualization techniques to communicate solutions to business stakeholders.
  • Translate findings into succinct, actionable business insights, and coordinate with technical/business partners to prepare holistic stories.
  • Present methodology and findings of analysis to a broad range of audiences, including both technical and non-technical.
  • Enable business to make clear tradeoffs between and among choices, with a reasonable view into likely outcomes.
  • Support and execute the rhythm of the business activities; includes preparation of materials and presenters, and post-event surveys, business reviews, etc.
  • Lead analysis, design, development, implementation, and post-implementation phases of data science/analytics modules.
  • Lead work progress and address any questions or challenges regarding projects. Own progress reporting.
  • Develop NLP systems according to requirements.
  • Train the developed model and run evaluation experiments.
  • Perform statistical analysis of results and refine models.
  • Extend ML libraries and frameworks to apply in NLP tasks.

Requirements:

  • Bachelor's degree in engineering/mathematics/statistics.
  • SQL Server, Oracle, must be able to write complex queries.
  • Advanced understanding of probability, statistics, machine learning, data science.
  • Expertise in data correlation/feature analysis, analysis of machine learning models, and optimizing models for accuracy.
  • Ability to research and manipulate complex and large data sets both distributed and non-distributed.
  • Strong ability to synthesize complex information.
  • Knowledge of anomalies/outlier's detection using unsupervised algorithms – clustering, Local Outlier Factor, Isolation Forest, etc.
  • Strong written and verbal communication skills.
  • Experience in stakeholder management.
  • Experience using data and metrics to determine and drive improvements.

What is Nice to Have:

  • Previous experience of risk analysis and modelling for legal, compliance domain.

HARMAN International is an Equal Opportunity/Affirmative Action employer.


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