Data Scientist

Gildan-G.A.B. Limited

 

Gildan-G.A.B. Limited

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Summary

• Vacancy: 01
• Age: at least 26 years
• Location: Dhaka (Gulshan)
• Salary: Negotiable
• Experience: At least 3 years
• Published: 9 Jul 2024

 

Requirements

Education

• Bachelor of Science (BSc) in Computer Science & Engineering

Experience

• At least 3 years
• The applicants should have experience in the following business area(s):
  Multinational Companies, Group of Companies

Additional Requirements

• Age at least 26 years

• Working with unstructured big data, data from various systems and turning it into useful business insights
• Identify the data features useful for Machine Learning
• Choosing the models and features to test
• Choosing the data science technique best suited for each task
• Excellent written and oral skills in English

Responsibilities & Context

As a Data Scientist on the team, you will leverage your expert knowledge of data science to automate and facilitate machine learning model development, training and deployment.  You will take ownership of each step in the process of developing and deploying ML models. From hypothesis generation, initial exploration of datasets, development of novel AI techniques, to automation of pipelines and ML models.

• Collecting data from various sources and putting it into a format for analysis.
• Analyzing collected data and putting it into a format that others can easily interpret.
• Interpreting data trends and patterns as they relate to the organization.
• Research, build and train machine learning models
• Define the scientific and statistical validity of a model, evaluate the model
• Utilize data science techniques to produce Machine learning models to improve efficiency, reduce costs and increase revenue
• Deploy the codes for production
• Follow Development Lifecycle and maintain version control
• Conduct test to measure the accuracy and performance of projects
• Contribute to data mining architecture, modeling standards and data analysis methodologies
• Improve existing Agile, ML, and A/B testing processes and develop new ones
• Ensure effective communication with other teams and with all stakeholders on the projects that your team works on
• Work closely with stakeholders to define key metrics and promote innovative technologies

Skills & Expertise

Machine Learning

Python

SQL

Compensation & Other Benefits

• Mobile bill, Provident fund, Weekly 2 holidays, Insurance
• Lunch Facilities: Full Subsidize
• Salary Review: Yearly
• Festival Bonus: 2

• Transport: Pick and Drop Facilities (Depends on availability)
• Weekend: Saturday and Sunday;
• Office Hours: 8am – 3pm in office including 1 hour lunch break and 8pm – 10pm from home
• Service Benefit;
• Earn Leave Encashment (20 days maximum depending on balance);
• Leave Entitlement:
  • Casual Leave (10 days),
  • Medical Leave (14 days),
  • Compassionate Leave (05 days),
  • Paternity Leave (05 days);
  • Wedding Leave (05 days);
• Other facilities will be provided as per company policy etc.

Workplace

Work from home, Work at office

Employment Status

Full Time

Job Location

Dhaka (Gulshan)

Job Highlights

$3 billion in sales, 12 countries, 45,000 employees, 5 brands, 1 common goal: to make apparel better. Better for the people who make our clothes, better for our world, better for you.

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