Maruti Suzuki - Data Scientist

JOB PURPOSE :

- Build & Deploy Machine learning models to drive customer retention/satisfaction/Lifetime value

- Work closely with business to identify issues and use data to propose solutions for effective decision making

- Use analytical, statistical, and programming skills to collect large data sets and develop data-driven solutions

- Interpret raw data and extract valuable meaning out of it then use this information to find patterns and develop solutions that organization needs to grow and compete

PRINCIPAL ACCOUNTABILITIES:

- Create various Machine learning based tools or processes such as recommendation engine /lead scoring systems

- Using machine learning tools to select features, create and optimize classifiers

- Discover information in the huge database and help organization make smarter data drive decision to deliver better customer experience & products

- Undertaking data collection, preprocessing, and analysis (EDA)

- Build models to address business problems

- Present information using data visualization techniques

MAJOR CHALLENGES :

- Identify valuable data sources and automate collection processes

- Collaborate with multiple marketing and product planning teams

- Data preparation, make sense of data from multiple data sources, be compliant to data security norms

- Understanding the business problem

- Effective communication with Non-Technical stakeholders

- Possess exceptional knowledge of the business domain along with expertise in technology, math and statistics

DECISIONS :

- Look at big data with a view to solve a business problem

- Ability to create and gain buy-in for novel ideas with the main motive to produce a working model that can help business make effective data driven decisions

- Create stories from number crunching

- Be the data storyteller to gain business confidence

INTERACTIONS :

Internal Clients :

Roles you need to interact with inside the organization to enable success in your day to day work

External Clients:

Roles you need to interact with outside the organization to enable success in your day to day work

- Deployment teams

SKILLS AND KNOWLEDGE:

Educational Qualifications:

a) Qualifications:

- Graduate/Post graduate with understanding of basic data science (Knowledge of SQL ,HIVE, Python, R or SAS - Any 2), knowledge of basic auto industry and sales and marketing operations

b) Work Experience:

- < 5 Yrs

- The candidate with Coding Skills, Statistical Analysis, Understanding of Data Models, IT architecture / Enterprise architecture, Machine Learning, Data Visualization is preferred