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Operation Research Scientist @ Myntra

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 Operation Research Scientist

Job Description

About Team
The Myntra Data Science team is at the forefront of innovation, delivering cutting-edge solutions that drive significant revenue and enhance customer experiences across various touchpoints. Every quarter, our models impact millions of customers, leveraging real-time, near-real-time, and offline solutions with diverse latency requirements. These models are built on massive datasets, allowing for deep learning and growth opportunities within a rapidly expanding organization. By joining our team, you'll gain hands-on experience with an extensive e-commerce platform, learning to develop models that handle millions of requests per second with sub-second latency.
We take pride in deploying solutions that not only utilize state-of-the-art machine learning techniquessuch as graph neural networks, diffusion models, transformers, representation learning, optimization methods, and Bayesian modelingbut also contribute to the research community withmultiple peer-reviewed publications.
Roles and Responsibilities
  • Design, develop, and deploy advanced machine learning models and algorithms for Forecasting, Operations Research, and Time Series applications.
  • Build and implement scalable solutions for supply chain optimization, demand forecasting, pricing, and trend prediction.
  • Develop efficient forecasting models leveraging traditional and deep learning-based time series analysis techniques.
  • Utilize optimization techniques for large-scale nonlinear and integer programming problems.
  • Hands-on experience with optimization solvers like CPLEX, Gurobi, COIN-OR, or similar tools.
  • Collaborate with Product, Engineering, and Business teams to understand challenges and integrate ML solutions effectively.
  • Maintain and optimize machine learning pipelines, including data cleaning, feature extraction, and model training.
  • Implement CI/CD pipelines for automated testing, deployment, and integration of machine learning models.
  • Work closely with the Data Platforms team to collect, process, and analyze data crucial for model development.
  • Stay up to date with the latest advancements in machine learning, forecasting, and optimization techniques, sharing insights with the team.
Qualifications & Experience
  • 1-3 years of experience with a Masters degree or 2-4 years of experience with a Bachelors degree in Statistics, Operations Research, Mathematics, Computer Science, or a related field.
  • Strong foundation in data structures, algorithms, and efficient processing of large datasets.
  • Proficiency in Python for data science and machine learning applications.
  • Experience in developing and deploying forecasting and time series models.
  • Knowledge of ML frameworks such as TensorFlow, PyTorch, and Scikit-learn.
  • Hands-on experience with optimization solvers and algorithms for supply chain and logistics problems.
  • Strong problem-solving skills with a focus on applying OR techniques to real-world business challenges.
  • Good to have research publications in Machine Learning, Forecasting, or Operations Research.
  • Familiarity with cloud computing services (AWS, Google Cloud) and distributed systems.
  • Strong communication skills with the ability to work independently and collaboratively in a team environment.
Nice to Have
  • Experience with Generative AI and Large Language Models (LLMs).
  • Knowledge of ML orchestration tools such as Airflow, Kubeflow, and MLflow.
  • Exposure to NLP and Computer Vision applications in an e-commerce setting.
  • Understanding of ethical considerations in AI, including bias, fairness, and privacy.
  • Exceptional candidates are encouraged to apply, even if they dont meet every listed qualification.
  • We value potential and a strong willingness to learn.

Job Classification

Industry: Internet (E-Commerce)
Functional Area / Department: Research & Development
Role Category: Pharmaceutical & Biotechnology
Role: Research Scientist
Employement Type: Full time

Contact Details:

Company: Myntra
Location(s): Bengaluru

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Keyskills:   algorithms python data science data structures machine learning algorithms continuous integration natural language processing scikit-learn neural networks ci/cd machine learning deep learning tensorflow gcp cplex pytorch gurobi aws

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Myntra

Myntra Jabong is India's leading fashion and lifestyle destination with over 3000+ leading national & International brands along with our amazing collection of in- house brands, offering shoppers the latest in fashion and lifestyle space.