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Data Scientist

2 months ago

Singapore MyCareersFuture Full time
Job Summary

We are seeking a highly skilled Data Scientist with expertise in optimization techniques to join our team at MyCareersFuture. As a Data Scientist - Optimization Expert, you will be responsible for developing and implementing optimization models to drive business growth and improve operational efficiency.

Key Responsibilities
  • Qualifications and Experience:
    • Bachelor's or Master's degree in Data Science, Operations Research, Mathematics, Computer Science, Statistics, or a related quantitative field.
  • Technical Skills:
    • Proficient in programming languages such as Python, R, or Julia, with expertise in data manipulation and model development.
    • Experience with optimization libraries and tools like Gurobi, CPLEX, OR-Tools, or Pyomo.
    • Strong grasp of optimization techniques, including linear programming, mixed-integer programming, and heuristic methods.
    • Familiarity with machine learning algorithms and frameworks (e.g., TensorFlow, Scikit-learn) and their integration with optimization models.
    • Proficient in data processing tools and frameworks such as SQL, Pandas, and NumPy.
    • Skilled in using data visualization tools (e.g., Looker, Tableau, Power BI, Matplotlib) to effectively present findings and optimization results.
    • Experience with cloud computing platforms (e.g., Google Cloud, AWS) and deploying optimization solutions in the cloud.
    • Knowledge of big data technologies (e.g., Hadoop, Spark) and their application to large-scale optimization challenges.
  • Analytical Skills:
    • Strong problem-solving capabilities with a systematic and innovative approach to complex optimization problems.
    • Ability to conduct deep data analysis and extract actionable insights from intricate datasets.
    • Solid mathematical background in linear algebra, calculus, and probability, essential for understanding and developing optimization models.
  • Experience:
    • Over 2 years of experience in data science with a focus on optimization problems. Experience in sectors such as logistics, manufacturing, finance, or technology is preferred.
    • Proven track record of leading optimization projects from initiation to deployment, including model development, validation, and implementation.
What We Offer

As a Data Scientist - Optimization Expert at MyCareersFuture, you will have the opportunity to work on challenging optimization projects, collaborate with a talented team of professionals, and contribute to the growth and success of our organization.