Operations Research_Avinash_Ecom Express

Work set-up: 
Full Remote
Contract: 
Full time
Work from: 
India

Offer summary

Qualifications:

Bachelor's or higher degree in Engineering, MBA, or PhD. Strong background in Statistics, Supply Chain, and Operations Research. Proficiency in Python and R programming. Experience with optimization solvers like CPLEX or Gurobi..

Key responsibilities:

  • Develop models to achieve business objectives and track metrics. Analyze data science algorithms for problem-solving. Lead or collaborate with data scientists on machine learning models. Collaborate with teams to deploy data science solutions and improve organizational metrics.

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Job description

JOB RESPOSIBILITIES:
 Understanding business objectives and developing models that help to achieve them, along
with metrics to track their progress
 Analyzing the Data Science algorithms that could be used to solve a given problem and
ranking them by their success probability
 Developing robust solutions for logistics for vehicle routing, scheduling, planning, demand
forecasting, workforce management, network design & optimization, etc.
 Develop solutions based on advanced statistical modeling, simulations, optimization
algorithms, etc. to help decision makers take complex business decisions in various
business scenarios
 Lead collaborate with a team of data scientists in developing and delivering machine
learning models for production setting
 Understand key business processes, operational constraints, critical bottlenecks and
metrics to optimize at a detailed level
 Improve key organizational metrics through developing datascience based solutions
 Perform data wrangling and due diligence activities on data quality
 Performing Exploratory Data Analysis (EDA), defining the preprocessing or feature
engineering to be done on a given dataset, developing Machine Learning models, validating
models, deployment, etc.
 Collaborate with the application development team for deploying the data science solutions
 Proactively drive impact to business by owning the data science initiatives endtoend and
collaborating with other stakeholders
 Collaborate with the Operations, Network, Control Tower and Business Analysis team to
develop cutting edge analytics solutions that improve the business
 Maintain thorough and comprehensive documentation of data science initiatives
 Develop robust work products by following best practices through all stages of
development, testing & deployment



ELIGIBILITY:
 BETech in Engineering, MBAMastersPhD candidates preferred
 Strong background in strong in Statistics, Supply Chain and Operations Research concepts
 Domain experience in working on logistics, supply chain or operations research areas
would be preferred
 Experience in solving complex & large scale problems such as linear, nonlinear
programming, mixed integer optimization, etc.
 Ability to independently and proactively drive initiatives with minimal supervision
 Strong working knowledge of solvers such as CPLEX, GUROBI, LINDO, etc.
 Proficient in Python & R, with sound knowledge of OOPS concepts
 Expertise in Optimization, Simulations, Queuing Theory, Game Theory, Forecasting
Techniques, etc.
 Familiarity with statistical modeling, machinelearning approaches & deeplearning
 Experience in using Big Data platforms, Spark & Hadoop platform would be preferred
 Excellent communication skills and ability to effectively manage stakeholders
 Experience with working on a variety of Logistics, Supply Chain or Operations research
usecases in Ecommerce
 Excellent understanding of statistics, probability, linear algebra and other mathematical
concepts that supports modern ML and Optimization techniques
 Familiarity with data visualization tools

Required profile

Experience

Spoken language(s):
English
Check out the description to know which languages are mandatory.

Hard Skills

Machine LearningMathematical OptimizationStatisticsPython (Programming Language)Operations ResearchData WranglingData ScienceLinodeSupply ChainStatistical ModelingGame TheorySimulation SoftwareLogisticsGurobiForecasting ManagementQueueing TheoryExploratory Data AnalysisBig DataApache SparkApache HadoopData VisualizationDeep LearningStakeholder Communications

Other Skills

  • Communication
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