Location: Bangalore
Experience: 1+ yrs
Skill: Machine Learning
Job Description
Job Requirement:
- Proficiency with data mining, mathematics, and statistical analysis
- Proficiency in data management and manual report collation and creation
- Advanced pattern recognition and predictive modeling experience
- Advanced technical skills that include Excel, Tableau, MS Office, Access, and other data tool sets is preferred
- Proficiency in one of these programming languages – R / Python / Java / Scala. Familiarity with one or more key math and ML libraries in the language of choice
- Comfort working in a dynamic, research-oriented group with several ongoing concurrent projects
Exceptional verbal and presentation skills - Adept at quick decision making, in a fast paced environment with rapidly changing priorities
- Move seamlessly between business problems and coding
- Develop and implement predictive models, machine learning approaches and other text and data mining solutions
- Present complicated analytical solutions to a non-technical audience both internal and external
- Work with very large data sets residing in different data stores in disparate formats
Roles & Responsibilities
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
- Strong problem solving skills with an emphasis on product development.
- Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
- Experience working with and creating data architectures.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Excellent written and verbal communication skills for coordinating across teams.
- Strong troubleshooting abilities to get to the source of problems and think critically regarding possible solutions.
- Mine and analyze data from company databases to drive optimization and improvement of product development and business strategies.