Senior Software Engineer - Search
About the role:
Myntra is at the forefront of innovation, building cutting-edge solutions to transform how users interact with search technologies. Our search team is dedicated to enhancing query understanding, improving ranking algorithms, and developing state-of-the-art autocomplete functionalities to deliver the best search experience to our users.
We are looking for a talented and passionate Software Engineer to join our search team. This is a full-stack machine learning role where you will be working on complex problems related to query understanding, ranking, and autocomplete. As a member of our team, you will collaborate with data scientists, product managers, and other engineers to design, develop, and deploy scalable solutions that improve our search capabilities.
Responsibilities:
- Design, develop and deploy algorithms and machine learning models to solve complex business problems for Myntra Search in sub areas like query understanding, ranking and autosuggest
- Implement robust and reliable software solutions for model deployment.
- Set up and maintain CI/CD pipelines for automated testing and deployment.
- Maintain machine learning pipelines, contributing to tasks like data cleaning, feature extraction and basic model training, data pipelines and product ionization.
- Collaborate with Platforms to make sure the ML models built are deployed and integrated into the systems.
- Working with the Data Platforms teams for understanding and collecting the data.
- Write clean, maintainable and efficient code.
- Conduct performance testing, troubleshooting and tuning as required.
Required Qualifications:
- 3+ years of industry experience in one or more of computer science, software engineering, or machine learning
- Bachelor’s degree in Computer Science, Computer Engineering, Data Science, Statistics, Artificial Intelligence (or related area) or equivalent industry work experience.
- Experience with developing complex software systems and data pipelines
- Hands on experience in at least one of the areas - Natural language processing, Information retrieval, Deep learning
- Familiarity with basic machine learning techniques : regression, classification, clustering, model metrics and performance (AUC, ROC, precision, recall and their various flavors)
- Basic knowledge of advanced machine learning techniques : regression, clustering, recommender systems, ranking systems and neural networks
- Solid understanding of professional software engineering practices and best practices for the full software development life cycle.
- Demonstrated ability to take a project from scoping requirements through to launch.
- Strong problem-solving skills and a proactive approach to tackling challenges.
Top Skills
What We Do
Myntra is India’s leading e-commerce company committed to making fashion and lifestyle products accessible to everyone. We create solutions that disrupt the ordinary and help make the world a happier, more fashionable place. We are a company that is constantly evolving into newer and better forms and we look for people who are ready to evolve with us. From our beginnings as a customization company in 2007 to being technology and fashion pioneers today, Myntra is going places and we want you to take this journey with us. Our Culture As self-driven, motivated individuals who believe in taking ownership instead of being handed responsibility, we are a curiously non-hierarchical team who believe in working as a whole to take the Organization forward. Firm believers of meritocracy, we encourage you to take on tasks and readily empower you with the right tools, space, and opportunities. In essence, work at Myntra is challenging but fun - we believe in equal opportunity, encourage intellectual curiosity and empower you to be the change. If you’re just as passionate about fashion and would love a workplace that is purely result-driven, Myntra is the place for you! Check out open jobs on https://boards.greenhouse.io/myntra
