Job Type

Full time

Place

freshket Office
(Suthi Building)

Working hours

10.00-19.00 (Flexible)

Lead/Senior Data Scientist

About the Role

  • Design and implement long-term strategic goals and short-term plans for managing and maintaining company data. 

  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions. 

  • Design, create and maintain data management and infrastructure across the organization. 

  • Assist and provide technical solutions which are proper to data management or enhancement. 

  • Oversee team members work for quality and guideline compliance. 

  • Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies. 

  • Coordinate with different functional teams to implement models and monitor outcomes. 

  • Collaborate with product management and engineering departments to understand company needs and devise possible solutions. 

  • Develop processes and tools to monitor and analyze model performance and data accuracy.

Requirements

  • Bachelor degree in Statistics, Mathematics, Computer Science or a related technical field.

  • 3-7 years experience in manipulating data sets and building statistical models.

  • Expert proficiency in Python, SQL or R

  • Familiar with machine learning libraries, such as sklearn, tensorflow/pytorch, etc.

  • Knowledge of a variety of machine learning techniques (deep learning, tree-based models, unsupervised learning, 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.

  • Experience in designing and implementing MLOps systems using emerging technology.