Lead Data Scientist
Integrant, Inc.
full-time
Posted on:
Location Type: Hybrid
Location: Cairo • Egypt
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Job Level
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
- 7+ 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 learningreinforcement learningstochastic local search methods
Soft Skills
mentoringrequirement elicitationcommunication
Certifications
MSc in Computer Science