Data Scientist
BACKGROUND
Over two years of experience in Design, develop solutions as data scientist. Previous experience working as a data scientist, analytics consultant, or a similar role in the industry, having applied data analysis or ML/AI to real business problems.
RESPONSIBILITIES
• Ability to extract value by translating complex business problems to the language of mathematics or statistics and solving those by using appropriate methods
• Collaborate with data scientists to develop and implement AI models for predictive analytics and decision-making using Python
• Strong proficiency in Python for data analysis and modelling
• Hands-on experience in statistical and machine learning methods for predictive analytics
• Good command of what it takes to build robust, production grade models and modelling pipelines
• Do exploratory data analysis with customer data (using e.g. Python and pandas), solve customer-specific issues and business problems
• Collaborate with other data scientists and data engineers to implement and train predictive machine learning models, such as time series forecasting Bayesian models to statistically infer causal impacts.
• Optimize data pipelines for performance and scalability.
• Expertise in statistical analysis, including hypothesis testing, experimentation and causal inference using statistical software packages in Python
• Proficiency in writing structured and efficient SQL queries for large data sets.
• Utilize extensive data analysis skills to develop and respond to important business queries using available datasets (such as those from Kaggle, the UN, the US government, etc.)
TECHNICAL SKILLS
• Strong proficiency in Python programming language.
• Experience with Apache Spark for distributed data processing and analysis.
• Experience with mathematical optimization, deep learning and/or building generative AI solutions is seen as a big plus.
• Experience with cloud computing platforms and their services, such as Amazon Web Services (AWS) and Microsoft Azure
• Experience in working with databases and SQL and familiarity with data processing technologies such as Apache Spark.
• Experience with some data reporting and visualization tools
• Excellent communication and collaboration skills.
EDUCATION
• Bachelor’s or master’s degree in mathematics, Statistics, Computer Science or a related field or equivalent work experience.
TRAINING AND CERTIFICATIONS
• Python programming (PCAP/PCPP/CEPP) Good to have
• Data Bricks Certification Good to have
Together, as owners, let’s turn meaningful insights into action.
Life at CGI is rooted in ownership, teamwork, respect and belonging. Here, you’ll reach your full potential because…
You are invited to be an owner from day 1 as we work together to bring our Dream to life. That’s why we call ourselves CGI Partners rather than employees. We benefit from our collective success and actively shape our company’s strategy and direction.
Your work creates value. You’ll develop innovative solutions and build relationships with teammates and clients while accessing global capabilities to scale your ideas, embrace new opportunities, and benefit from expansive industry and technology expertise.
You’ll shape your career by joining a company built to grow and last. You’ll be supported by leaders who care about your health and well-being and provide you with opportunities to deepen your skills and broaden your horizons.
Come join our team—one of the largest IT and business consulting services firms in the world.