Operation Research Scientist
- Myntra
- 1 - 3 years
- Bengaluru
- 2 months ago
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Job Description
- 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.
- 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.
- 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 & DevelopmentRole Category: Pharmaceutical & BiotechnologyRole: Research ScientistEmployement Type: Full timeContact Details:
Company: MyntraLocation(s): Bengaluru
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.
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