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职位介绍

Inqline is an AI company with offices in United States, Pakistan, and the Philippines. We are looking for a self-motivated, flexible, and energetic individual to join our Data Science team. The selected candidate will be working as a member of the product development team. The ideal candidate must have sound knowledge and a minimum of 4 years of Data Science experience in an open-source technologies environment.

Inqline is a young company with significant momentum, and at this early stage, the Data Scientist will work cross-functionally with Product Management and  Engineering. 

Qualifications and Skills:

Education and Experience

  • Bachelor’s or a higher education degree in Computer Science/Engineering, Mathematics/Statistics

Data Science skills

  • Experience with solving machine learning problems using Python
  • Knowledge and experience of using a variety of machine learning techniques (supervised/unsupervised, clustering, decision tree learning, neural networks, etc.) and their real-world advantages/drawbacks/tuning techniques.
  • Knowledge and experience of using advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, and proper usage, etc.) for practical applications.
  • Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
  • Knowledge and experience in Pandas, Numpy, Sklearn, Featuretools, Auto-sklearn, Matplotlib, Seaborn,  etc.
  • Explore new machine learning algorithms, and apply them to real-world business applications.
  • Deploy Machine Learning models to production, and develop its integration or basic front-end skills (e.g., a predictive web app).
  • Knowledge and experience in implementing end to end Data Engineering pipelines
  • Understanding and experience with post-production model monitoring.
  • Help users discover the Inqline platform and master its use by providing training to users with a wide range of backgrounds and skill levels (data science, IT, analysts, managers, etc)

Responsibilities

  • A critical part of the Research and Development team
  • Design, develop, and test algorithms and Code for Feature Selection, Feature Engineering, Clustering, and Classification.
  • Research and Development of new methods for Enhanced Results
  • Be part of the Design and Development of Machine Learning systems and handle relevant Deployment and Production issues

Programming Languages/Frameworks

  • Proficient in Python for data science. Bash scripting is a plus.
  • Experience in distributed data/computing tools: Must know Postgresql and others are nice to have. Such as Map/Reduce, Hadoop, Hive, Spark, Postgresql, etc.
  • Understanding of writing/interacting with web APIs, preferably REST/JSON 
  • Knowledge of various databases - Relational, NoSql, document, columnar

System Engineering Skills

  • Understanding of system engineering concepts and working in a Linux-based environment (OS fundamentals etc). Ubuntu and CentoOS/RHEL mainly.
  • High-level understanding of the cloud ecosystem, working with containers (Docker, etc.).
  • General understanding of concepts SSH, TLS, network connectivity, firewalls, authentication, and authorization, etc that are required in any enterprise-grade service architecture/solution.

Years of Experience:

A minimum of 4 years of experience is a must requirement to apply for the position.

工作详细内容

全部职位:
1 发布
工作时间:
早班
工作类型:
工作地址:
性别:
没有偏好
最低学历:
学士
职位等级:
资深专业人员
电话预约已成功,我们的专家会在短时间内与你联系:
4年
在之前申请:
Aug 09, 2021
发布日期:
Jul 08, 2021
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· 11-50 员工 - 卡拉奇

Inqline

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