Position: Data Scientist
Company: Myntra
Location: Bangalore, India
Job type: Full-time
Job mode: Hybrid
Job requisition id: DS2024MYNTRA
Years of experience: 1+ years in relevant industry with Bachelor degree or 0 years with Master’s/PhD in related fields
Company Description
Myntra is a leading ecommerce platform, pioneering in fashion and lifestyle retail. With a commitment to innovation and customer satisfaction, Myntra is at the forefront of the digital retail revolution, offering a wide array of products and services to millions of customers globally.
Profile Overview
As a Data Scientist at Myntra, you'll be an integral part of our dynamic Data Science team, dedicated to delivering cutting-edge solutions that drive revenue and enhance customer experience. From real-time models to offline solutions, you'll work with massive datasets, leveraging state-of-the-art machine learning techniques to address complex business challenges across various domains including recommendation systems, computer vision, and more. Join us in shaping the future of ecommerce and gain exposure to a diverse range of projects within a rapidly growing organization.
Qualifications
- 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 one other 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 enthusiasm for continuous learning.
- Experience developing machine learning models in Python or equivalent programming language.
- Basic familiarity with machine learning frameworks like TensorFlow, PyTorch, or scikit-learn.
- Introductory understanding of statistics as it applies to machine learning.
- Ability to manage and prioritize workload and support his/her manager.
- Experience with SQL and/or NoSQL databases.
- Exceptional candidates without certified qualifications are encouraged to apply.
Roles and Responsibilities
- Design, develop, and deploy machine learning models, algorithms, and systems to solve complex business problems across various domains including recommendation systems, search, vision, SCM, pricing, forecasting, and trend prediction.
- Theoretical understanding and practice of machine learning with expertise in areas such as NLP, Computer Vision, recommender systems, and optimization.
- Implement robust and reliable software solutions for model deployment, ensuring scalability and efficiency.
- Support 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, utilizing statistical methods for evaluation and optimization.
- Collaborate with Data Platforms teams to understand and collect relevant data for model development.
- Conduct performance testing, troubleshooting, and tuning of machine learning models as required.
- Stay updated with the latest research and technology in the field and share knowledge across the organization.
Additional Information
- 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.
Join us at Myntra and embark on a journey of innovation and growth, where your expertise in data science will make a tangible impact on millions of customers worldwide. If you're passionate about leveraging cutting-edge technologies to drive business success, we'd love to hear from you. Apply now and be part of our dynamic team reshaping the future of ecommerce.
Please click here to apply.
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