Data Scientist

at  PBT Group

Responsibilities:

• Design, build, test, and deploy complex machine learning and Generative AI models and algorithms that drive analytical solutions across organization
• Collaborate with translators and understand business problems to implement scalable and sustainable solutions
• Coordinate with business intelligence, Digital Specialists and Data Engineers to deliver holistic analytics solutions
• Supports translators in communicating the design, operation and output of the analytics models/solutions developed
• Ensures appropriate analysis and regular solution maintenance testing over time

Technical skills:

• Postgraduate degree in Mathematical Statistics/Data Science, Actuarial Science or Applied Mathematics or related technical discipline (Economics/Engineering/Computer Science acceptable with majors / research in statistics / data science); masters degree is an advantage
• 3+ years’ experience in a statistical and/or data science role; executing ML-driven analytics use cases E2E (data, ML models, change management, execution and monitoring) is a big advantage
• Must have experience in machine learning, statistics, optimization, or related fields
• Must understand key ML concepts such as ML model training and evaluation, boosting models, bias-variance trade-off, feature engineering, clustering approaches, A/B testing, leakage
• Programming / coding experience is necessary; specific experience in Python is a plus
• Experience working with large data sets, simulation/optimization and distributed computing tools (Map/Reduce, Hadoop, Hive, Spark, etc.) is a plus

Other skills:

• Business intuition:understand links between available data schema, modeling choices and business considerations
• Open to work in agile environments with multiple stakeholders
• Professional and service orientation attitude; team player
• Good verbal and written communication
• Quickly learn business needs and translate them into possible analytical solutions
• Strong work ethic; ability to work at an abstract level and gain consensus
• Able to build a sense of trust and relationship that creates a comfortable and effective workplace
• Attitude to thrive in an accelerated environment

• Design, build, test, and deploy complex machine learning and Generative AI models and algorithms that drive analytical solutions across organization
• Collaborate with translators and understand business problems to implement scalable and sustainable solutions
• Coordinate with business intelligence, Digital Specialists and Data Engineers to deliver holistic analytics solutions
• Supports translators in communicating the design, operation and output of the analytics models/solutions developed
• Ensures appropriate analysis and regular solution maintenance testing over tim