Research Scientist III, Last Mile Science

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Maskininlärning · Mjukvaruutveckling

I korthet

This role is for a Research Scientist III focused on Last Mile Science, based in Bangalore, Karnataka. The position involves solving complex logistics challenges using data-driven solutions and innovative technology, with a focus on optimizing delivery networks and enhancing customer experience. The ideal candidate will have strong analytical capabilities, experience in machine learning model building, and proficiency in programming languages.

Ansvarsområden

Enhancing delivery experiences through data-driven solutions and innovative technology.
Optimizing our delivery network, ensuring reliable and efficient service.
Driving impactful projects, implementing advanced solutions, and developing scalable processes.
Having immediate ownership of business-critical challenges.
Making strategic, data-driven decisions that shape the future of our delivery operations.
Working with pioneering technology and data science applications.

Krav

3+ years of building machine learning models for business application experience
Knowledge of programming languages such as C/C++, Python, Java or Perl
Experience programming in Java, C++, Python or related language
Experience with neural deep learning methods and machine learning
PhD, or Master's degree
Experience investigating the feasibility of applying scientific principles and concepts to business problems and products

Önskade kvalifikationer

PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field
5+ years of extensive relevant research experience
Deep expertise in Machine Learning
Proficiency in programming
Core competency in mathematics and statistics
Track record of successful projects in algorithm design and product development
Publications at peer-reviewed conferences or journals
Strategic thinker with good execution skills
Exhibits excellent business judgment
Effective verbal and written communication skills
Experience working with real-world data sets and building scalable models from big data
Experience with modern modeling tools and frameworks such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow
Experience with large scale distributed systems
3+ years of applied research experience
Knowledge of deep learning, machine learning and statistics
Knowledge of mathematical/statistical/physics fundamentals
Experience in patents or publications at top-tier peer-reviewed conferences or journals
prior experience with mentorship and/or management of scientists
Thinks strategically, but stays on top of tactical execution.
Exhibits excellent business judgment; balances business
Effective verbal and written communication skills
Experience working with real-world data sets and building scalable models from big data.
Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow,
Experience with large scale distributed systems

Förmåner

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Färdigheter

Machine LearningPythonC++JavaPerlDeep LearningRscikit-learnSpark MLlibMxNetTensorFlow

#Data Science#Machine Learning#Logistics#Research

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