2 - 5 years

12 - 22 Lacs

Posted:1 day ago| Platform: Naukri logo

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Work Mode

Work from Office

Job Type

Full Time

Job Description

This is For Ongoing Contract Role.

Work from Office 2 Days a Week.

Job Location: Bangalore

Role & responsibilities

Must have:

Python,

GCP

Experience working with Dockers

Environments managing (e.g venv, pip, poetry, etc.)

Experience with orchestrators like Vertex AI pipelines, Airflow, etc

Understanding of full ML Cycle end-to-end for majorly NLP projects

Data engineering, Feature Engineering techniques

Experience with ML modelling and evaluation metrics

Experience with Tensorflow, Pytorch or another framework

Experience with Models monitoring

Advance SQL knowledge

API development

Aware of Streaming concepts like Windowing , Late arrival , Triggers etc

Good to have: Hyperparameter tuning experience.

Apache Spark

Should have hands-on experience on Distributed computing

Should have working experience on Data Architecture design

Should be aware of storage and compute options and when to choose what

Cluster Optimisation/ Pipeline Optimisation strategies

Should have exposure on GCP tools to develop end to end data pipeline for various scenarios (including ingesting data from traditional data bases as well as integration of API based data sources).

Should have Business mindset to understand data and how it will be used for BI and Analytics purposes.

Should have working experience on CI/CD pipelines, Deployment methodologies, Infrastructure as a code (eg. Terraform)

Kubernetes

Vector

LLM experience

Experience in Working with GCP tools like:

Storage

Ingest

Schedule

Processing

CI/CD : Bitbucket+Jenkinjs / Gitlab ,Infrastructre as a tool : Terraform

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