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Data Scientist - Supply Chain

ofi

Singapore · Full Time

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Experience
5–8 yrs
Salary
Openings
1
Posted
4 دن قبل
Work mode
In office
Education
MS or PhD in computer science, statistics, operations research or related technical discipline
Resume
Required to apply

Where you'll work

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Job description

About Us

We are a prominent supplier of premium food and beverage ingredients, collaborating with farming communities worldwide to cultivate, source, and produce ingredients beneficial for consumers, farmers, and the environment. Our portfolio includes cocoa, coffee, dairy, nuts, and spices, often grown on our own estates or sourced from hundreds of thousands of farmers in approximately 50 countries. Our extensive manufacturing and innovation capabilities allow us to deliver ingredients for products like plant-based latte mixes, almond snacks, or dairy-free ice creams. Our core mission centers on making a positive impact on people and the planet, fostering a sustainable and healthy future. Our strong ties to the countries of origin support quality, reliability, traceability, and transparency in supply. We are committed to authenticity in all our endeavors.

Position Overview

The Data Scientist will lead descriptive, diagnostic, predictive, and prescriptive analytics across various ofi business operations including manufacturing, procurement, sales, consumer insights, sustainability, trading, and supply chain management.

Key Responsibilities

  • Collaborate with business users to analyze extensive or complex datasets, uncover patterns, and develop algorithms that provide actionable insights.
  • Design and deploy machine learning models tailored to address intricate business challenges, involving algorithm selection, feature engineering, model training, and performance assessment.
  • Apply optimization methodologies such as linear programming, mixed-integer programming, and simulation-based approaches to enhance decision-making in supply chain processes, manufacturing, and logistics.
  • Develop compelling data visualizations using tools like Power BI or Tableau to effectively communicate analytical outcomes to both technical and non-technical audiences.
  • Manage data science projects comprehensively from initial concept through completion, including project scoping, timeline management, resource allocation, and stakeholder communication.
  • Oversee and maintain analytical models post-deployment, ensuring ongoing performance and reliability.
  • Stay abreast of the latest advancements in data science, providing thought leadership and engaging continuously with business teams to highlight emerging data science opportunities that fuel business growth.

Qualifications and Skills

  • Advanced degree (MS or PhD) in computer science, statistics, operations research, mathematics, or related technical fields.
  • At least 5 to 8 years’ experience in statistical or data science roles with strong expertise in machine learning, statistics, and optimization techniques.
  • Proficient programming skills in Python and SQL, alongside experience with frameworks such as SparkML, H2O, FlinkML, TensorFlow, Pandas, R, and Matlab.
  • Expertise in handling large, complex datasets using modern data platform technologies like Snowflake and distributed processing tools including PySpark.
  • Practical knowledge in simulation and optimization modeling tools such as Gurobi.
  • Competency in data visualization via Power BI and/or Tableau.
  • Excellent communication abilities both written and verbal, with a strong inclination for cross-functional team collaboration.
  • Strategic and innovative thinker capable of identifying data-driven business growth opportunities and converting insights into actionable solutions.
  • Demonstrated ability to lead data science projects end-to-end and liaise effectively with business leaders.

Diversity and Inclusion

ofi is committed to equal opportunity employment and values workforce diversity. All qualified candidates will receive consideration without discrimination based on race, ethnicity, age, religion, gender, nationality, disability, sexual orientation, gender identity, or any legally protected attribute.

Application Process

Applicants must complete all requirements in the application process, including submission of a detailed resume or CV, to be considered for the position.

Minimum education

Master's Degree

Tools & software

TensorFlow Tableau required TensorFlow required Microsoft Power BI required Data Visualization required Machine Learning required

How they work

Communication Teamwork & Collaboration Strategic Thinking

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