Data Scientist
Job Description
Title: Data Scientist
Company Name: Montrims Ltd. (Mondol Group)
Vacancy: Not specific
Job Location: Anywhere in Bangladesh
Employment Status: Full-time
Educational Requirements:
∎ BSC in CSE or relevant field.
Experience Requirements:
∎ 5 to 7 year(s)
Job Responsibilities:
∎ Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
∎ Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
∎ Assess the effectiveness and accuracy of new data sources and data gathering techniques.
∎ Develop custom data models and algorithms to apply to data sets.
∎ Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
∎ Develop company A/B testing framework and test model quality.
∎ Coordinate with different functional teams to implement models and monitor outcomes.
∎ Develop processes and tools to monitor and analyze model performance and data accuracy.
Additional Requirements:
∎ Strong problem solving skills with an emphasis on product development.
∎ Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
∎ Experience working with and creating data architectures.
∎ Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
∎ Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
∎ Excellent written and verbal communication skills for coordinating across teams.
∎ A drive to learn and master new technologies and techniques.
∎ We’re looking for someone with 5-7 years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field, and is familiar with the following software/tools:
∎ Coding knowledge and experience with several languages: Python, R, C#
∎ Experience with distributed data/computing tools: MongoDB, SQL Server, MySQL, etc.
∎ AWS, Google Cloud Platform
∎ Docker, Jenkins, Kubernetes, Git
∎ Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
∎ Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
∎ Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
∎ Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
∎ Experience analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
∎ Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
Job Source: Bdjobs.com Online Job Posting.
Application Deadline: 17 Jun 2022
Company Information:
∎ 18 May 2022
∎ Montrims Ltd. (Mondol Group)
∎ Address : House 408 Road 07, Baridhara DOHS, Dhaka, Bangladesh.
∎ Web : www.montrims.com
∎ Business : Montrims Ltd. a leading 100% Export oriented Garments Accessories Manufacturer in Bangladesh.
Category: IT/Telecommunication
Source: bdjobs.com
Deadline Expired on 17th Jun 2022
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