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Full-time
postgraduate degree
Posted 9d ago
Apply by Aug 29
~40 hrs/week
Responsibilities
Develop and implement advanced machine learning and time-series models to accurately predict retailer demand. Collaborate with cross-functional teams to identify business opportunities and communicate data-driven insights to stakeholders.
Requirements
Requires a Master's degree in Computer Science, Statistics, Mathematics, or a related field. Candidates must have 5+ years of experience in predictive modeling, machine learning, and proficiency in Python, R, and SQL.
Full job description
Job Description
Are you a talented and driven Data Scientist with expertise in machine learning and a passion for building robust pipelines for demand forecasting? We are seeking a skilled individual to join our dynamic team at Kraft Heinz. Join our team and make an impact by leveraging machine learning and demand forecasting to drive data-driven decisions and optimize our business operations.
As a SeniorData Scientist, you will be a key contributor on demand forecasting team. You will build and test statistical and machine learning models to accurately predict demand from our retailers. The models you build will be deployed into a production setting where your models will drive value across all our brands. You will provide updates and results to the Product Owner and Data Science Lead on the progress of your work while partnering with the business users to identify modeling opportunity areas.
Responsibilities:
Utilize your strong analytical skills and machine learning expertise to develop advanced time-series models for demand forecasting.
Collaborate with cross-functional teams to identify and define business problems related to demand forecasting.
Conduct exploratory data analysis and feature engineering to extract valuable insights from complex datasets.
Develop and implement machine learning algorithms to optimize demand forecasting accuracy and efficiency.
Evaluate and fine-tune models by applying statistical methods and running experiments on real-world data.
Communicate findings and insights to team members and work with the team to define modeling next steps
Qualifications:
Master's degree in Computer Science, Statistics, Mathematics, or a related field.
5+ years experience with predictive modeling time-series, machine learning, statistical modeling
Experience building demand forecast models
Proficiency in programming languages such as Python and R, as well as libraries like scikit-learn
knowledge on factors that influence shipment demand
Proficient in SQL and working with relational databases.
Experience using cloud-based services such as AWS, Azure, or Google Cloud
Excellent problem-solving skills and ability to think critically about complex business challenges.
Strong communication skills
Proven ability to work effectively in a collaborative, fast-paced environment.
Location(s)
Bengaluru - Brookfield GCC
Kraft Heinz is an Equal Opportunity Employer – Underrepresented Ethnic Minority Groups/Women/Veterans/Individuals with Disabilities/Sexual Orientation/Gender Identity and other protected classes.
Related keywords
Data ScientistMachine LearningDemand ForecastingTime-seriesStatistical ModelingPythonRScikit-learnSQLRelational DatabasesAWSAzureGoogle CloudFeature EngineeringExploratory Data AnalysisPredictive Modeling
The Kraft Heinz Company is one of the largest food and beverage companies in the world, with eight $1 billion+ brands and global sales of approximately $25 billion. We’re a globally trusted producer of high-quality, great-tasting, and nutritious foods for over 150 years. While Kraft Heinz is co-headquartered in Chicago and Pittsburgh, our brands are truly global, with products produced and marketed in over 40 countries. These beloved products include condiments and sauces, cheese and dairy, meals, meats, refreshment beverages, coffee, infant and nutrition products, and numerous other grocery products in a portfolio of more than 200 legacy and emerging brands.
We spark joy around mealtime with our iconic brands, including Kraft, Oscar Mayer, Heinz, Philadelphia, Lunchables, Velveeta, Maxwell House, Capri Sun, Ore-Ida, Kool-Aid, Jell-O, Primal Kitchen, and Classico, among others.
No matter the brand, we’re united under one vision: To sustainably grow by delighting more consumers globally. Bringing this vision to life is our team of 37,000+ food lovers, creative thinkers, and high performers worldwide. Together, we help provide meals to those in need through our global partnership with Rise Against Hunger. We also stand committed to responsible, sustainable practices that extend to every facet of our business, our consumers, and our communities. Every day, we’re transforming the food industry with bold thinking and unprecedented results. If you share our passion – and are ready to create the future, build a legacy, and lead as a global citizen – there’s only one thing to do: join our table and let’s make life delicious!
Offices: 200 E. Randolph St., Suite 7600, Chicago, IL 60601, US
FoodFast Moving Consumer Packaged GoodsCPGand Consumer Packaged GoodsMeat and PoultrySalesFood and BeverageTobaccoManufacturingFood Processing