Data Scientist - II
Khatabook
- 2 Vacancy
- Bengaluru
-
No ratings yet!
- Posted: 2 days ago
- Not yet applied
- Job id6901d63f281c542903964fc0
- Experience2 - 5 years
- SalaryNot disclosed
- Job Applicants0
We, at Khatabook are looking to hire a Data Scientist II. If you want to tackle hard and interesting problems at scale and create an impact within an entrepreneurial environment, this is the place for you.
Skills
- Python
- R
- SQL
- Machine Learning
- Problem Solving
- Communication
- A/B Testing
- Coordination
Requirements
- Job Role Data Scientist - II
- Job Type Full Time
- Workplace Type Onsite
- Industry Financial Services
Secondary locations
Not providedAbout
Not provided
Responsibilities
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Mine and analyze data from company databases to drive optimisation and improvement of product development, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
Other Requirements
- 2+ years of experience manipulating data sets and building statistical models.
- Strong problem-solving skills with an emphasis on product development.
- Experience using statistical computer languages (R, Python, SQL, 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.
- Experience in working with a full ML project lifecycle: understanding the problem statement and data, feature creation, development, tuning, validating, deployment, monitoring and retraining.
- Excellent written and verbal communication skills for coordinating across teams.
- Knowledge of real-time and batch deployment techniques.
- Worked with MLOps pipeline and tools such as GIT, DVC, S3, Airflow and Kubernetes
- A drive to learn and master new technologies and techniques.
- Bachelor's degree in Statistics, Mathematics, Computer Science or another quantitative field
Good to have
Not provided
About the Company
Founded in January 2019, Khatabook is the world's fastest-growing Saas company. It has become India's leading business management app for MSMEs with 13 languages & 50M+ downloads in a remarkably short period of time.