Data Scientist, Data Driven Marketing
6 months ago
Our culture lifts you up—there is no ego in the way. Our common purpose? We all want to win for our customers. We aim to always be evolving, dynamic, and ambitious. We believe in the power of genuine connections. Each employee is a part of what makes us unique on the market: agile and dedicated.
Time Type:
Regular
Job Description:
We are seeking a highly motivated and skilled Data Scientist to play a pivotal role in our data science initiatives, focusing on advanced analytics and data-driven insights. As a key member of our team, you will lead the charge in leveraging cutting-edge statistical methods and machine learning techniques while acknowledging the importance of traditional data analysis in driving informed decision-making.
Reporting to the team Lead Data Science, Analytics and Customer360 under the Director Data Driven Marketing, your role will be to leverage all the data captured by Cogeco to support a large array of initiatives, from supporting business stakeholders to better define business cases up to building and deploying models in production.
Primary Responsibilities
Data Analysis- Perform in-depth analysis of large and diverse datasets to identify trends, patterns, and correlations.- Conduct exploratory data analysis to uncover insights and provide actionable recommendations.Model development- Develop and implement custom data models and algorithms to deploy machine learning projects.- Use predictive modeling and rule based algorithms to increase and optimize customer experiences, revenue generation and customer retention.- Assess existing AI solutions so that you do not re-create successful models by yourself (build vs. buy).- Contribute to transformation projects ensuring seamless integration of models into business processes.- Develop processes and tools to monitor model performance and data accuracy.
Collaboration- Drive organizational change by working with stakeholders throughout the organization to identify opportunities for leveraging company data to define business solutions in an iterative and collaborative manner.- Support data collection and go-to-market strategy for marketing campaigns.- Provide guidance on best practices in data science and contribute to a collaborative and innovative work environment.
Change Agent- Promote data Science practice for Cogeco ConnexionEssential Requirements
- Academic Qualifications- Master in BI, Machine Learning, Data Science, Mathematics, Computer Science- Work Experience- 5-7 years as leading a data function in industrySpecific Skills- Understanding of underlying Machine Learning theory and the Predictive Modeling Life Cycle-
- Knowledge of data science frameworks: SQL, R, Python, Spark, Scala, or equivalent-
- Knowledge of machine learning libraries such as TensorFlow, Scikit-Learn, Pytorch or equivalent-
- Strong problem solving, time management and work organization skills.-
- Strong knowledge of mathematics, statistics and computer science necessary to build and deliver machine learning models.-
- Solid understanding of modern data infrastructure. Skills within Google Cloud Platform, Big Query and VertexAI.-
- Ability to combine qualitative and quantitative insights-
- Strong business and product intuition, facilitating the alignment of data science initiatives with broader organizational goals.-
- Understanding of broad spectrum of methods and disciplines in data science, and the applicability of different techniques for different contexts, e.g. not just focused on deep learning-
- A continuous learning and growth mindset, staying abreast of the latest developments and advancements in the field.-
- Soft skills encompassing effective leadership and communication abilities.Location:
Montréal, QC
Company:
Cogeco Connexion Inc
At Cogeco, we know that different backgrounds, perspectives, and beliefs can bring critical value to our business. The strength of this diversity enhances our ability to imagine, innovate, and grow as a company. So, we are committed to doing everything in our power to create a more diverse and inclusive world of belonging.
By creating a culture where all our colleagues can bring their best selves to work, we’re doing our part to build a more equitable workplace and world. From professional development to personal safety, Cogeco constantly strives to create an environment that welcomes and nurtures all. We make the health and well-being of our colleagues one of our highest priorities, for we know engaged and appreciated employees equate to a better overall experience for our customers.
LI-Hybrid
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