
Data Scientist (NCS/Job/ 3601)
Job Skills
Job Description
Required Qualifications
• 7 years of work experience as a Data Scientist
• Advanced skills with statistical/programming software (e.g., R, Python) and data querying languages (e.g., SQL, Hadoop/Hive, Scala)
• Good hands-on skills in both feature engineering and hyperparameter optimization
• Experience producing high-quality code, tests, documentation
• Experience with Microsoft Azure or AWS data management tools such as Azure Data factory, data lake, Azure ML, Synapse, Databricks
• Understanding of descriptive and exploratory statistics, predictive modelling, evaluation metrics, decision trees, machine learning algorithms, optimization & forecasting techniques, and / or deep learning methodologies
• Proficiency in statistical concepts and ML algorithms
• Good knowledge of Agile principles and process
• Ability to lead, manage, build, and deliver customer business results through data scientists or professional services team
• Ability to share ideas in a compelling manner, to clearly summarize and communicate data analysis assumptions and results
Preferred Qualifications
• Experience working in one or multiple supply chain functions (e.g., procurement, planning, manufacturing, quality, logistics) is strongly preferred
• Experience in applying AI/ML within a CPG or Healthcare business environment is strongly preferred
• Exposure to Pyomo, Mosel, truck load optimization, multi-echelon inventory optimization (MEIO)
• Experience in NLP, Vision, and/or AR / VR
• • Experience in creating CI/CD pipelines for deployment using Jenkins.
• • Experience implementing MLOPs framework along with understanding of data security implementation on ML models
• Hands on experience developing ML driven models.