Eligibility: Graduate
Experience: 1+ years
Job Location: Hyderabad
Company Profile:
Blue Yonder is the world leader in digital supply chain and omni-channel commerce fulfillment. Our intelligent, end-to-end platform enables retailers, manufacturers and logistics providers to seamlessly predict, pivot and fulfill customer demand. With Blue Yonder, you can make more automated, profitable business decisions that deliver greater growth and re-imagined customer experiences. Blue Yonder – Fulfill your Potential
Responsibilities:
- Read existing conference papers and academic literature to identify the SOTA methods
- Quickly prototype new approaches to showcase to the functional stakeholders
- Write production grade code and peer review
- Publish patents and research papers in top tier international conferences
- Gain supply chain knowledge to identify and build better solutions
Skills:
- Bachelor’s degree (STEM preferred) and minimum 1+ years of experience
- Statistics and probability – Good applied statistical skills and knowledge of covariance, correlation, independence, hypothesis tests, probability distributions, Bayesian probability concepts, maximum likelihood estimators, sampling methods
- Machine learning – In depth understanding of machine learning algorithms based on classic statistical approaches, tree based and deep learning
- Data Wrangling and visualisation – SQL, proficiency in numpy, pandas, scikit learn, matplotlib, seaborn
- Programming – python/R, keras/tensorflow/pytorch, Linear programming solvers like cplex/gurobi/pulp. Good understanding of time space complexity
- Develop and execute automated test cases to measure and reliability of solutions
- Optimisation – knowledge of mathematical optimisation methods like Linear programming, genetic algorithms, particle swarm, reinforcement learning
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