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Executive Logistics, Swaraj Io - Mohali, India - Mahindra & Mahindra Ltd.

Mahindra & Mahindra Ltd.

Verified Company

Mohali, India

4 weeks ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Date:24-Feb-2023

Location:
Mohali

Company:
Mahindra & Mahindra Limited

Responsibilities & Key Deliverables

1) Data Architecture:

a. Design and Implement Data Platforms and Infrastructure with considerations around Data storage strategy, Security, Latency, Reliability, Scalability and costs.

2) Data Modeling and Warehousing:
a.

Create Relational and NoSQL data models to fit the needs of a diverse set of data consumers ( Data Analysts, Data Scientists and Business Analysts).

b. Design and Build databases hosting a variety of enterprise data, both on-prem and Cloud, with robust design principles around Availability, Consistency and Performance
c. Design and Implement Data Lakes for Analytics and AI/ML use cases

3) Data Access:
b. Design APIs to support Data requirements for Business Intelligence dashboards

4) Data Pipelines:
a. Design and Implement ETL pipelines to ingest data into databases from Transactional systems, streaming sensor data, data files etc.,
b. Design and Implement automated schedules for monitoring data pipelines, data quality and data lineage.
5) MLOps/DevOps
a.

Design and implement the machine learning lifecycle at scale, from building the data infrastructure to train/test Machine learning models to their production environments.

b. Management of production ML workflows ensuring automated CI/CD capabilities are built into the work flow
c. Design and Implement alerts/dashboards to ensure continuous monitoring of production models' effectiveness ( accuracy, latency, performance etc.,)

ExperienceIndustry Preferred**
Qualifications