ByPosition: Data Scientist
Company: Myntra
Location: Bangalore
About the Team: The Myntra Data Science team is instrumental in delivering a wide array of data science solutions, impacting revenue and enhancing customer experience. These solutions are deployed across various customer touchpoints on a quarterly basis and range from real-time to offline, catering to different latency requirements. Our models are built using extensive datasets and offer you the chance to be part of a rapidly growing organization while gaining exposure to all facets of a comprehensive ecommerce platform. You’ll delve into the intricacies of developing models that handle millions of requests per second with sub-second latency. We take pride in deploying solutions that not only leverage cutting-edge machine learning models but also contribute to research literature with multiple peer-reviewed papers.
Roles and Responsibilities:
- Design, develop, and deploy machine learning models, algorithms, and systems to tackle complex business challenges across various domains such as Myntra Recsys, Search, Vision, SCM, Pricing, Forecasting, Trend and Virality prediction, Gen AI, and others.
- Demonstrate theoretical understanding and practical expertise in machine learning, specializing in NLP, Computer Vision, recommender systems, or optimization.
- Implement robust and reliable software solutions for model deployment.
- Assist the team in maintaining machine learning pipelines, including tasks like data cleaning, feature extraction, and basic model training.
- Participate in monitoring the performance of machine learning models and gain experience in using statistical methods for evaluation.
- Collaborate with Data Platforms teams to understand and collect data.
- Conduct performance testing, troubleshooting, and tuning as required.
- Stay abreast of the latest research and technology trends, and disseminate knowledge within the organization.
Qualifications & Experience:
- Master’s/PhD in Computer Science, Mathematics, Statistics, or related fields, OR 1+ years of relevant industry experience with a Bachelor’s degree.
- Proficiency in Python or another high-level programming language.
- Theoretical understanding of statistical models such as regression, clustering, and ML algorithms like decision trees, neural networks, etc.
- Strong written and verbal communication skills.
- Intellectual curiosity and a passion for continuous learning.
- Experience developing machine learning models in Python or equivalent.
- Basic familiarity with machine learning frameworks like TensorFlow, PyTorch, or scikit-learn.
- Introductory understanding of statistics as applied to machine learning.
- Ability to manage and prioritize workload with support from the manager.
- Experience with SQL and/or NoSQL databases.
Nice to Have:
- Publications or presentations in recognized Machine Learning and Data Science journals/conferences.
- Experience with ML orchestration tools such as Airflow, Kubeflow, or MLFlow.
- Exposure to GenAI models.
Apply Now: Myntra Data Scientist
