
Sr. Manager
1 week ago
Roles and Responsibilities:
- Building end-to-end data pipelines for ML models, other data driven solutions such that the pipeline is directly usable for deployment/implementation.
- Building and maintaining data pipelines: data cleaning, transformation, roll-up, pre-processing, etc.
- Building/developing data insight solutions various teams like Credit, Collections, Distribution, Vigilance, HR, etc.
- Building automation solutions using Python, SQL, Docker, etc. as required.
Technical Skills Must have:
Primary skill set:
- High Proficiency in Python coding along with good knowledge of SQL (joins, nested query, etc.)
- Data analysis experience. Understand and identify the data points and data acquisition mechanism for structured and unstructured data (text/json/xml) for machine learning data pipeline.
- Knowledge of using Python Libraries such as Pandas, sqlalchemy (or other Python SQL related libraries), [good to have: matplotlib, numpy, scipy, scikit-learn, nltk].
- Working knowledge of GIT repositories (any of the Github, Gitlab etc.)
Data management skill sets:
- Ability to understand data models and create the ETL jobs using Python scripts.
- Automate regular data acquisition, application process etc. using Python scripts.
Web API technology:
- Experience in Rest API developments using any of Django, Flask, FastAPI etc. (this will be highly appreciated)
- Deployment of web API on cloud using Docker (this will be highly appreciated).
Other useful skills:
- Working knowledge of Linux. (this will be highly appreciated).
- Should be able to work on problems independently or with less support
- Concept of bigdata and Spark (PySpark) knowledge
- Cloud experience (AWS/Azure/GCP)
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