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Propellor.ai : Senior Data Scientist
Brief Description of position:
Brief Description of position:
Who We Are
At Propellor.ai, we are committed to understand growth that leads to businesses making better use of their data. Through our dedication to using the latest tech stack, engineering methods and many more, we are committed to help companies put their customers at the centre of the business. We're looking for a motivated, analytically-minded candidate who wants to be part of a start-up style environment. Ideally you have a broad skill set and is willing to take on (or teach yourself to take on) any challenge.
Purpose of Role
Understand and solve complex business problems with sound analytical prowess and help business with impactful insights in decision-making
To make sure any roadblocks in implementation is brought to the notice of relevant stakeholders so that project timelines do not get affected
Document every aspect of the project in standard way, for future purposes
Articulate technical complexities to the senior leadership in a simple and easy manner
Key Tasks and Accountabilities
Understand the business problem and translate that to a data-driven analytical/statistical problem; Own the solution building process
Create appropriate datasets and develop statistical data models
Translate complex statistical analysis over large datasets into insights and actions
Analyse results and present to stakeholders
Communicate the insights using business-friendly presentations
Help and mentor other Associate Data Scientists
Build a pipeline of the project which is production-ready
Build dashboards for easy consumption of solutions
Business Environment
Work with stakeholders to understand their business problems, translate those problems into data-driven analytical solutions which can best address those business problems
Use data science/analytics prowess to provide answers to key business questions. Could be in any domain (e.g. Retail, Media, OTT)
Summarize insights and recommendations to be presented back to the business
Use innovative methods to continuously improve the quality of statistical models
Success Criteria
Building an efficient model that helps the business stakeholder to measure outcomes of their decisions
High quality & production-ready codes written within timelines given
Following processes and adhering to documentation goals
High quality presentations
Questions from business stakeholders answered satisfactorily within agreeable time
Experience
Minimum 3 years in data science role with experience of building end-to-end solution as well as implementing or operationalizing the same solution
Must have done EDA extensively for a minimum of 3 years
Expertise strongly desired in building statistical and machine learning algorithms for:
Regression
Time series
Ensemble learning
Bayesian stats
Classification
Clustering
NLP
Anomaly Detection
Hands-on experience in Bayesian Stats would be preferred
Exposure to optimization and simulation techniques (good to have)
Skills
Proven skills in translating statistics into insights. Sound knowledge in statistical inference and hypothesis testing
English (Fluent)
Microsoft Office (mandatory)
Expert in Python (mandatory)
Advanced Excel (mandatory)
SQL (at least one database)
Reporting Tool (Any Tool – Must be open to learning tools based on the requirement)
Education
B Tech in any branch or degree in Statistics, Applied Statistics, Economics, Econometrics, Operations Research or any other quantitative fields
Mandatory Requirements
Strong written and verbal English skills
Strong analytical, logic and quantitative ability
Desire to solve business problems in any domain through analytical/data-driven solution
Ability to generate business insights from statistical model outputs
Microsoft Office skills (Excel, PowerPoint, Word)
Python
Location
Pune
Minimum Work Experience:
3 years
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