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Operations Research_Avinash_Ecom Express

Remote: 
Full Remote
Contract: 
Full time
Work from: 
India

Offer summary

Qualifications:

BE/Tech in Engineering, MBA/Masters/PhD candidates preferred., Strong background in Statistics, Supply Chain, and Operations Research concepts., Proficient in Python & R, with expertise in Optimization and Machine Learning techniques., Excellent communication skills and ability to manage stakeholders effectively..

Key responsibilities:

  • Develop models to achieve business objectives and track progress metrics.
  • Analyze and rank Data Science algorithms for problem-solving.
  • Collaborate with data scientists to deliver machine learning models in production.
  • Drive data science initiatives end-to-end and collaborate with various teams to improve business analytics.

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201 - 500 Employees
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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 data-science 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 end-to-end 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:
 BE/Tech in Engineering, MBA/Masters/PhD 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, non-linear
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, machine-learning approaches & deep-learning
 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
use-cases 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 WranglingAnalyticsSupply ChainData VisualizationSimulation SoftwareLogisticsBig DataFeature EngineeringLinodeGurobiGame TheoryForecasting ManagementDeep LearningQueueing Theory

Other Skills

  • Communication
  • Problem Solving
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