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Senior Associate - Data Science

mPokket -
Kolkata, West Bengal

Apply Now

Job details

Full-time

Qualifications

Jira
Statistical software
Statistics
Power BI
Microsoft Excel
Azure
HDFS
Computer Science
SAS
Relational databases
Big data
Spark
R
QlikView
Apache Hive
Tableau
Master's degree
Databases
SQL
PHP
AWS
Machine learning
Perl
Scripting
Agile
Data science
Quantitative analysis
Python
Hadoop

Full job description

Data Scientist

mPokket is a rapidly growing and well-funded fintech startup in the lending domain. We offer micro loans to college students and young professionals via our mobile app. With more than 11 million loans disbursed, we are among the largest and most rapidly growing digital lenders in the country. mPokket has been profitable since 2018 and is adequately funded. In our last Series A round in Feb 2020 we were backed by a US based private equity firm. As we look to scale the business another 10x-20x over the next few years, we are looking for ambitious and talented individuals who want to be part of this amazing journey.

We are looking for a Data Scientist to help us gain useful insight out of raw data.

Data Scientist responsibilities include working with the data science team, planning projects and building analytics models. You should have a strong problem-solving ability and a knack for statistical analysis. If you’re also able to align our data products with our business goals, we’d like to meet you. Your ultimate goal will be to help improve our products and business decisions by making the most out of our data.

Key Responsibilities

Responsible for overseeing the data scientists team and data specialists

Teach, lead, and counsel colleagues on new techniques or solutions

Collaborate with data and software engineers to enable deployment of sciences and technologies that will scale across the company’s ecosystem

Responsible for the conception, planning, and prioritizing of data projects

Responsible for building analytic systems and predictive models as well as experimenting with new models and techniques

Ensure that data projects align with organizational goals

Minimum Qualification

Master's degree in Computer Science, Operations Research, Econometrics, Statistics or related technical field

3+ years of experience solving analytical problems using quantitative approaches

Experience communicating quantitative analysis results

Knowledge with relational databases and SQL

Development experience in any scripting language (PHP, Python, Perl, etc.)

Knowledge of statistics (e.g., hypothesis testing, regressions)

Experience manipulating data sets through statistical software (ex. R, SAS) or other methods

Technical Skills -

Must have –

Programming – Python (Preferred) / R

ML Models – i. Regression – Linear, Logistic, Multinomial, Mixed effect

Classification – Bagging & Boosting (Random Forest), Decision tree, SVM

Clustering – K-Means, hierarchical, DB-Scan

Time series – ARIMA, SARIMA, ARIMAX, Holt-Winters, Multi TS (VAR), UCM

Neural Networks (Deep learning), Naive Bayes

Excel and SQL

Dimensionality Reduction – PCA, SVD etc.

Optimization Techniques – Linear programming, Gradient Descent, Genetic Algorithm

Cloud – Understanding of Azure / AWS offerings, Setting up ML pipeline of cloud

Good to have –

Visualization – Tableau / Power BI / Looker / QlikView

Data management – HDFS, Spark, Advanced Excel

Agile Tools – Azure DevOps, JIRA

Pyspark

Big Data/Hive Database

IDE: Pycharm

Job Snapshot

Updated Date

19-06-2024

Job ID

193

Department

Data & Analytics

Location

Kolkata, West Bengal, India

Employee Type

Full-time

Apply Now

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