Data Scientist

Job Overview

  • Date Posted
    October 17, 2024
  • Location
  • Expiration date
    --
  • Experience
    3 Years
  • Gender
    Both

Job Description

About the job
Join our Team

About This Opportunity

Ericsson is a leading provider of telecommunications equipment and services to mobile and fixed network operators globally. We are seeking a highly skilled and experienced Data Scientist to join our dynamic team at Ericsson. As a Data Scientist, you will be responsible for leveraging advanced analytics and machine learning techniques to drive actionable insights and solutions for our telecom domain. This role requires a deep understanding of data science methodologies, strong programming skills, and proficiency in cloud-based environments.

What you will do

 Develop and deploy machine learning models for various applications including chat-bot, XGBoost, random forest, NLP, computer vision, and generative AI.

 Utilize Python for data manipulation, analysis, and modeling tasks.

 Proficient in SQL for querying and analyzing large datasets.

 Experience with Docker and Kubernetes for containerization and orchestration of applications.

 Basic knowledge of PySpark for distributed computing and data processing.

 Collaborate with cross-functional teams to understand business requirements and translate them into analytical solutions.

 Deploy machine learning models into production environments and ensure scalability and reliability.

 Preferably have experience working with Google Cloud Platform (GCP) services for data storage, processing, and deployment.

 Experience in analysing complex problems and translate it into algorithms.

 Backend development in Rest APIs using Flask, Fast API

 Deployment experience with CI/CD pipelines

 Working knowledge of handling data sets and data pre-processing through PySpark

 Writing queries to target Casandra, PostgreSQL database.

 Design Principles in application development.

 Experience of Service Oriented Architecture (SOA, web services, REST)

 Experience of agile development & GCP BigQuery

 Have experience in general tools and techniques: E.g. Docker, K8s, GIT, Argo WorkFlow

The Skills You Bring

 Bachelor’s degree in Computer Science, Statistics, Mathematics, or a related field. A Master’s degree or PhD is preferred.

 3-8 years of experience in data science and machine learning roles, preferably within the telecommunications or related industry.

 Proven experience in model development, evaluation, and deployment.

 Strong programming skills in Python and SQL.

 Familiarity with Docker, Kubernetes, and PySpark.

 Solid understanding of machine learning techniques and algorithms.

 Experience working with cloud platforms, preferably GCP.

 Excellent problem-solving skills and ability to work independently as well as part of a team.

 Strong communication and presentation skills, with the ability to explain complex analytical concepts to non-technical stakeholders.

Ext Link (For Apply Job)
https://www.linkedin.com/jobs/view/4047437374/