Senior Data Scientist

13

Applications

Bangalore
Full-Time
Senior (7 to 10 years)
Posted on Apr 07 2022

About the Job

Skills

As a Data Scientist for the team, you will play the significant role of helping define the product vision and deliver it from the ground up by working with a very fast-paced and passionate group of high-performing Data Scientists, Applied Scientists, Engineers, Designers, Product Managers, and Ops Managers. You will be responsible for leading the charter and their roadmap. People with an entrepreneurial bent of mind, independent analytical thinking, rapid hypotheses building, testing hypotheses using experimentations, building machine learning/deep learning models, and apply causal inferences to aid the team make an informed decision and deliver high business impact.


What You'll Need


  • Knowledge of underlying mathematical foundations of statistics, machine learning, economics, and analytics.
  • Experience with exploratory data analysis, statistical analysis and testing, and model development.
  • Fluency in SQl, Hive and Spark.
  • Strong Experience using Python or R and SQL/Spark and working efficiently at scale with large data sets.
  • Experience in building and evaluating algorithms and optimizing the Ml model in production environments.
  • Proven experience of 5+years in the relevant field.
  • MS or Bachelors degree in Statistics, Economics, Machine Learning, Operations Research, Computer Science or other quantitative fields.


What You'll Do


  • As a Data Scientist, you will work closely with product management, engineering and operations teams to own data science in driving organisation's product roadmap for Mobility Growth and New Verticals (e.g. High Capacity Vehicles, Micro Mobility, Rents) globally.
  • Develop creative solutions and build prototypes to business problems using algorithms based on machine learning, statistics, and optimisation, and work with engineering/product to deploy those algorithms and create impact in production.
  • Drive clarity and solve ambiguous, challenging business problems using data-driven approaches. Propose and own data analysis (including modeling, coding, analytics, and experimentation) to drive business insight and facilitate decisions.
  • Leverage data to understand the product performance and to identify improvement opportunities.
  • Design product experiments and interpret the results to draw detailed and impactful conclusions and communicate with senior management and multi-functional teams
  • Provide recommendations to assist quick product ideation and feature launch decisions and build intelligent data-driven products to provide the best user experience.
  • Generate ideas for exploratory analysis to shape future projects and provide recommendations for actions


Basic Qualifications


  • PhD, MS or Bachelors degree in, Statistics, Economics, Machine Learning, Operations Research, Computer Science or other quantitative fields. (If M.S. degree, a minimum of 2+ years of industry experience required and if Bachelor's degree, a minimum of 5+ years of industry experience required)
  • Knowledge of underlying mathematical foundations of statistics, machine learning, optimisation, economics, and analytics
  • Knowledge of experimental design and analysis
  • Experience with exploratory data analysis, statistical analysis, and testing, and model development
  • Ability to use a language like Python or R to work efficiently at scale with large data sets
  • Proficiency in languages and tools like SQL, Hive, and Spark


Preferred Qualifications


  • 5+ years of industry experience working as a data scientist or similar
  • Tech lead experience is a plus
  • Experience solving ambiguous business problems at scale
  • Experience with Causal inference techniques to evaluate the causal relationships with variables
  • Experience building production-level machine learning and deep learning models
  • Advanced expertise in experimental design and analysis (e.g., A/B and market-level experiments)
  • Experience with productionizing algorithms for real-time systems


About the company

THC is one of the most trustworthy headhunters in Asia. We have always succeeded in providing our clients with the most relevant candidates due to our experienced staff, knowledge, skills and efforts to ensure that our clients can hire the right personnel for their businesses. We help our clients identify and onboard high impact professionals across industries globally. Few critical factors fo ...Show More

Industry

Staffing and Recruiting

Company Size

2-10 Employees

Headquarter

Bangalore

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