Data Scientist

2 weeks ago

Montréal, Canada National Bank of Canada Full time

**Primary Locations**:Montreal, Quebec**:
**Attendance**:Hybrid**:
**Employee Status**:Regular**:
**Schedule**:Full-time**:
A career as a Data Scientist with Employee Experience means developing and training greatly diverse predictive and prescriptive models for such purposes as identifying factors that foster employee wellbeing, creating elements to help make the flexible work model successful as well as organizational structures that encourage optimal collaboration and innovation.

**Your role**:

- Propose and develop detection, prediction and prescription models using all employee data
- Understand business issues, identify partners’ needs and propose innovative strategies to support the completion of their mandates
- Communicate and put in clear layperson’s terms the results of analytical projects and participate in turning them into recommendations for concrete actions
- Process complex data in structured and unstructured environments that address specific employee initiatives and help to understand and influence organizational behaviour at the Bank
- Execute and coordinate analytical exercises including clean-up, transformation, classification, visualization and support of consumers in the interpretation of the results

**Your team**:
National Bank offers a work environment in which you can excel. Join a team of approximately five employees who contribute to translating business needs into analytical solutions and translating analytical results into applicable business solutions.

**Hybrid work**:
We want to contribute to your quality of life by offering you as much flexibility as possible in your work. For example, we offer a hybrid (remote and in the office) work model, work schedule arrangements to help you achieve work/life balance, and flexible leave that you can take when it's important to you.

**Competencies required**:

- Bachelor’s degree in a related field and 2 years of relevant experience OR master’s degree in a related field (data science, statistics, information technology, economics, math) and 1 year of relevant experience
- In-depth knowledge of advanced statistical methods for hypothesis testing including but not limited to linear and logistic regressions, decision trees, SVM, K-means classification, random forests, dimensionality reduction methods, chronological series
- Command of Python and the main analytical libraries such as Pandas, Numpy, Scipy etc. (or R and equivalent libraries)
- Ability to validate performances and monitor the limits of statistical methods
- Excellent communication skills and ability to explain concepts in plain language
- Skills creating presentations and with presentation design (PowerPoint) & storytelling
- Good business intuition and initiative
- Solid knowledge of French (written/spoken)

**Preferred competencies**:

- Knowledge of advanced digital libraries such as: Scikit-Learn, Matplotlib, XgBoost, Statsmodels, Tidyverse and Shiny
- Solid knowledge of best ML Ops practices and data model governance principles (explainability, monitoring, data security and documentation)
- Knowledge of Snowflake, GitHub, Apache Spark (Pyspark) or Databricks
- Agile delivery experience
- Knowledge of SQL
- Work experience with unstructured data and knowledge of text mining methods
- Command of data visualization software programs (e.g., Power BI, Tableau)
- Knowledge of Azure and/or AWS

**Your benefits**

In addition to competitive compensation, upon hiring you’ll be eligible for a wide range of flexible benefits to help promote your wellbeing and that of your family.
- Health and wellness program, including many options
- Flexible group insurance
- Generous pension plan
- Employee Share Ownership Plan
- Employee and Family Assistance Program
- Preferential banking services
- Initiatives promoting community involvement
- Telemedicine service
- Virtual sleep clinic

These are a few of the benefits available to you. We have an offer that keeps up with trends as well as your needs and those of your family.

Our dynamic work environments and cutting-edge collaboration tools foster a positive employee experience. We actively listen to employees' ideas. Whether through our surveys or programs, regular feedback and ongoing communication is encouraged.

**People first**

We’re a bank on a human scale that stands out for its courage, entrepreneurial culture, and passion for people. Our mission is to have a positive impact on people’s lives.

Our core values of partnership, agility, and empowerment inspire us, and inclusivity is central to our commitments. We offer a barrier-free workplace that’s accessible to all employees.

We want our recruitment process to be fully accessible. If you require accommodation, feel free to let us know during our initial conversations.

**Are you ready to live your ambitions?

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