Myntra Logo

Myntra

Senior Data Scientist

Sorry, this job was removed at 02:41 a.m. (IST) on Wednesday, Oct 16, 2024
Be an Early Applicant
Bangalore, Bengaluru, Karnataka
Bangalore, Bengaluru, Karnataka

Senior Data Scientist (FullStack Machine Learning)

About Team

Myntra Data Science team delivers a large number of data science solutions for the company which are deployed at various customer touch points every quarter. The models create significant revenue and customer experience impact. The models involve real-time, near-real-time and offline solutions with varying latency requirements. The models are built using massive datasets. You will have the opportunity to be part of a rapidly growing organization and gain exposure to all the parts of a comprehensive ecommerce platform. You’ll also get to learn the intricacies of building models that serve millions of requests per second at sub second latency. 

The team takes pride in deploying solutions that not only leverage state of the art machine learning models like graph neural networks, diffusion models, transformers, representation learning, optimization methods and bayesian modeling but also contribute to research literature with multiple peer-reviewed research papers.

Roles and Responsibilities

  • Design, develop and deploy machine learning models and algorithms to solve complex business problems for Myntra Recsys, Search, Vision, SCM, Pricing, Forecasting, Trend and Virality prediction, Gen AI and other areas.
  • Theoretical understanding and practice of machine learning and expertise in one or more of the topics, such as, NLP, Computer Vision, recommender systems and Optimisation. 
  • 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.
  • Collaborate with Platforms and Engineering 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.
  • Stay current with the latest research and technology and communicate your knowledge throughout the enterprise.

Qualifications & Experience

  • 3-5+ years of industry experience with a Bachelor’s degree ‘or’ 2+ years of industry experience Master’s/PhD in Computer Science, Mathematics, Statistics or related field.
  • 2 years of proven experience as a Full Stack Machine Learning Engineer or similar role.
  • Solid hands-on expertise in deploying machine learning solutions into production
  • Experience developing machine learning models in Python,  or equivalent programming language.
  • Familiarity with machine learning frameworks (like Keras, TensorFlow, or PyTorch) and libraries (like scikit-learn).
  • Experience with CI/CD tools.
  • Experience with SQL and/or NoSQL databases.
  • Experience with ML orchestration tools (Airflow, Kubeflow or MLFlow)
  • Excellent communication skills.
  • Ability to work in a team or individually as and when required.
  • Ability to manage and prioritize your workload and support his/her manager.

Nice to Have:

  • Publications or presentations in recognized Machine Learning and Data Science journals/conferences.
  • Experience with big data technologies like Spark or similar distributed computing frameworks.
  • Experience with cloud services (like AWS or Google Cloud) and understanding of distributed systems.
  • Exposure to GenAI models.

Myntra Bengaluru, Karnataka, IND Office

Bengaluru, Karnataka, India, 560068

Similar Jobs

Yesterday
Remote
Bengaluru, Karnataka, IND
Senior level
Senior level
Cloud • Information Technology • Productivity • Security • Software • App development • Automation
The Senior Data Scientist will work within the AI, Systems, and Technology team to develop and implement machine learning algorithms, train models, and collaborate with cross-functional teams. They will focus on enhancing AI/ML functionality for customer support and sales, requiring effective communication with stakeholders and proficiency in various machine learning methods.
Top Skills: JavaPython
11 Days Ago
Remote
Hybrid
Bengaluru, Karnataka, IND
Mid level
Mid level
Healthtech • Software
The Data Scientist/Sr. Data Scientist role involves utilizing Python for data manipulation and analysis, focusing on generating reports and insights from large datasets. The candidate will work on various advanced analytics projects, collaborate with teams to enhance client decision-making, and mentor junior analysts.
Top Skills: Python
11 Days Ago
Bengaluru, Karnataka, IND
Senior level
Senior level
Cloud • Fintech • Food • Information Technology • Software • Hospitality
The Senior Data Scientist will build and deploy machine learning models using transaction data to drive business value for Toast. Responsibilities include collaborating with stakeholders, designing models, monitoring production performance, documenting processes, and sharing knowledge within the team.
Top Skills: PythonRScalaSparkSQL

What you need to know about the Bengaluru Tech Scene

Dubbed the "Silicon Valley of India," Bengaluru has emerged as the nation's leading hub for information technology and a go-to destination for startups. Home to tech giants like ISRO, Infosys, Wipro and HAL, the city attracts and cultivates a rich pool of tech talent, supported by numerous educational and research institutions including the Indian Institute of Science, Bangalore Institute of Technology, and the International Institute of Information Technology.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account