BI Data Scientist

Date: Sep 21, 2022

Location: San Mateo, Rizal, PH

Company: Bell

 

At Quantrics, we consider our people our most important asset.  Our focus is not only on creating a great customer experience – its about building and promoting a culture of constant team member growth, creating a sense of family, and working together to improve our lives and the lives of those in our local communities

 

We do not just offer a stellar working environment; we also offer amazing benefits and very competitive compensation packages.  We also make employee advancement and overall wellbeing a priority because we value our employees above all else.

 

BI Data Scientist

 

Bell’s forward-thinking Customer Operations team is creating the ultimate service experience for our residential, wireless and small business consumers. We lead strategic development and execution of day-to-day operations, develop tools and processes to drive service enhancements, manage customer loyalty and retention, and leverage big data and artificial intelligence to create intellectual property. 

 

As a Data Scientist on this team, you will support the development of statistical and machine learning models, working closely with machine learning engineers to launch these models at scale. You will work with exabytes of rich datasets to develop decision making models that provide recommendations for our customers. 

 

Job Duties/Accountabilities:

  • Degree in a discipline such as: Data Science, applied math, applied science / engineering, economics/econometrics, management science / operations research, or related area
  • You have development experience with at least one general programming language (e.g. Python, C/C++, Java)
  • You have previous experience with ML frameworks (e.g. Scikit-learn, Keras, Tensorflow)
  • Drive the creation of machine learning algorithms in the areas of:
  • Customer Behaviour
  • Customer Segmentation and clustering
  • Mining and analyzing data from company databases to improve marketing, product development, or overall business strategies
  • Using predictive modeling to optimize revenue growth, marketing campaigns, and customer experiences
  • Developing A/B testing campaign frameworks and testing model quality
  • Communicating and coordinating with teams to implement data-driven strategies while measuring progress

 

Critical Qualifications/Competencies:

  • ML technical expertise (frameworks and libraries):
  • GCP Vertex AI Platform
  • Python development skills
  • Experience with general ML/Data Science tools in Python: numpy, pandas, sklearn, jupyter etc
  • Hands-on experience and expertise with different AI/ML frameworks such as Keras, Pytorch, TensorFlow, SparkML, Scikit-Learn
  • Computer science fundamentals
  • Database: SQL, Hadoop

 

Theoretical Knowledge:

•    Advanced knowledge of ML models:  deep learning, reinforcement learning, and others
•    Theoretical understanding of neural networks, backpropagation, and optimization algorithms with emphasis on mathematical understanding.
•    Mathematical understanding of some ML algorithms: regression, SVM, decision trees, etc.

 

Additional Information:

Position Type: Non Management 
Job Status: Regular - Full Time 
Position Level: Q19
 

Application Deadline: 08/15/2022 

 

Quantrics is committed to fostering an inclusive, equitable, and accessible environment where all employees and customer feel valued, respected, and supported.  We are dedicated to building a workforce that reflects the diversity of the communities in which we live and serve, and where every team member has the opportunity to reach their full potential.