Data Scientist II
Hyderabad
Blue Yonder
Transforming supply chains through an end-to-end platform for planning, execution, commerce and returns.Overview:
- Leading AI-driven Global Supply Chain Solutions Software Product Company and one of Glassdoor’s “Best Places to Work”
- Seeking highly skilled individual with keen focus on research and prototyping and developing production grade ML solutions
Scope:
- Work as entry level data scientist in an applied machine learning R and D team solving very large scale supply chain problems like demand forecasting, inventory optimisation
What you’ll do:
- 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
What we are looking for:
- 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
Our Values
If you want to know the heart of a company, take a look at their values. Ours unite us. They are what drive our success – and the success of our customers. Does your heart beat like ours? Find out here: Core Values
Diversity, Inclusion, Value & Equity (DIVE) is our strategy for fostering an inclusive environment we can be proud of. Check out Blue Yonder's inaugural Diversity Report which outlines our commitment to change, and our video celebrating the differences in all of us in the words of some of our associates from around the world.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Bayesian Deep Learning Keras Machine Learning Matplotlib NumPy Pandas Prototyping Python PyTorch R Reinforcement Learning Research Scikit-learn Seaborn SQL Statistics STEM TensorFlow
Perks/benefits: Conferences
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