Primary Job Responsibilities

  1. Provide expertise and assistance in integrating advanced analytics and work with business leadership teams to find solutions that maximise revenue, profit and shareholder value
  2. Leverage latest technologies to design, develop, evaluate and maintain machine learning algorithms including the suite of predictive learning and analytics methods to build new scalable solutions for business problems.
  3. Analyse and extract relevant information from large amounts of historical business data to help automate and optimise critical processes/solutions for clients across domains.
  4. Establish scalable, efficient, automated processes for large scale data analyses, model development, model validation and model implementation

Qualifications and Required Skills

  • Advanced degree (Masters or equivalent in Mathematics /Operations Research /Computer Science)
  • 10 years of experience with minimum 4+ year's relevant experience in Machine Learning, Predictive Analytics, Real-Time Analytics, Forecasting, Big Data Technologies and Model building experience with a proven track record of leveraging data analysis to drive significant business impact.
  • Proven expertise in Machine learning, Statistical/Regression Modelling and Predictive Analytics. Must know/experience in some/all of the following machine learning techniques: Logistic Regression, Neural Networks, Support Vector Machines, Bootstrap Aggregation, Boosting, Decision Trees, Clustering, Classification and Random forest. Proven ability to design machine learning systems, including evaluating a Machine Learning algorithm.
  • Experience in using R, Spark, Hadoop, MATLAB, or any other statistical software
  • Proven leadership skills with ability to build high performing organization including hiring and performance management. Experience in mentoring and leading a team of junior team members, and guiding them on machine learning and data modelling applications
  • Proven and strong problem solving, interpersonal, communication and data presentation skills
  • Ability to work effectively in an unstructured and fast paced environment
  • Ability to quickly learn and gain deep understanding of business processes
  • Good general project management skills.
  • Industry: Agri-commodity (including Futures market) and Food Raw material

 

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