Integrant, Inc.

Principal Data Scientist

Integrant, Inc.

full-time

Posted on:

Location Type: Hybrid

Location: Cairo • Egypt

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Job Level

Lead

Tech Stack

AWSAzureKerasOpen SourcePythonScikit-LearnTensorflow

About the role

  • - Use mathematics, statistics and computer science to extract knowledge and insights from structured, semi-structured and unstructured data in order to assist our clientele to make better data driven decisions.
  • - Conduct open research when necessary to develop new algorithms and methods to address specific needs a client might have to which no known algorithms or methods could suffice as a solution.
  • - Engage in activities of requirement elicitation with our clientele in regards to potential data science workloads.
  • - Mentor junior members on the team in data science.
  • - Deliver machine learning models to clients and contribute in knowledge transfer.

Requirements

  • - All in all experience around 7 years.
  • - 5+ years of experience with Data Science workloads.
  • - MSc in Computer Science or other equivalent quantitative field.
  • - Familiarity with classification, clustering, regression and association rule mining.
  • - Familiarity with one or more standard open source machine learning frameworks (Sklearn, Tensorflow, Keras, etc.).
  • - Familiarity with Azure Cognitive Services and Azure ML.
  • - Familiarity with AWS SageMaker.
  • - Experience with deploying models to production.
  • - Experience with monitoring models post production and detecting concept drift.
  • - Familiarity with Deep Learning.
  • - Extensive experience with Python.
  • - Familiarity with conducting open scientific research.
  • Nice to Have
  • - Familiarity with Re-enforcement Learning.
  • - Familiarity with Stochastic Local Search Methods.
  • - Familiarity with MLOps on Azure.
  • - Familiarity with MLOps on AWS.
  • - Familiarity with building data pipelines on Azure.
  • - Familiarity with building data pipelines on AWS.
  • - Familiarity with single and multi-objective optimization techniques
Benefits
  • - Salary paid in USD
  • - Six-month career advancing opportunities
  • - Employee parking space
  • - Supportive and friendly work environment
  • - Premium medical insurance [employee +family]
  • - English language development courses
  • - Interest-free loans paid over 2.5 years
  • - Technical development courses
  • - Planned overtime program (POP)
  • - Employment referral program
  • - Premium location in Maadi & Nasr City
  • - Social insurance
  • - Opportunity to travel and work onsite with U.S. customers
  • - In-house Technical and English training programs
  • - Dedicated learning time (check out our 4Plus1 Program)
  • - Flexible work schedules
  • - Perks: events, sponsored lunch, game area, rooftop hangout + more!
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
data sciencemachine learningPythonclassificationclusteringregressionassociation rule miningdeep learningmodel deploymentconcept drift
Soft Skills
mentoringrequirement elicitationcommunication
Certifications
MSc in Computer Science