Aye Finance - Senior Manager - Data Science

3 - 5 years

0 Lacs

Posted:4 days ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

Job Description

Job role :

Senior Manager - Data Science

Exp :

3 -5 years : and Responsibilities

:

  • Building end-to-end data pipelines for ML models, other data driven solutions such that the pipeline is directly usable for 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 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 to have (must be open to learning if doesnt have Web API technology :
  • Experience in Rest API developments using any of Django, Flask, Fast API etc. (this will be highly appreciated)
  • Deployment of web API on cloud using Docker (this will be highly 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)
(ref:hirist.tech)

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