Manager - Machine Learning

Pepperfry
Applicants0
Posted24 days ago

Job Highlights

Experience0 - 6 Yrs
SalaryUndisclosed
LocationKolkata
Work ModelHybrid
RoleManager - Machine Learning
Openings1
EmploymentFull-Time
EducationBCA

Required Skills

PythonMachine Learning Algorithms (e.g., Regression, Classification, Clustering, Deep Learning)ML Frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)Data Wrangling and Feature EngineeringSQLBig Data Technologies (e.g., Spark, Hadoop)Cloud Platforms (AWS, Azure, GCP)MLOpsStatistical AnalysisProblem-SolvingTeam LeadershipCommunication SkillsProject ManagementE-commerce Domain Knowledge

Job Description

Role Summary: We are seeking an experienced and passionate Machine Learning Manager to lead our AI/ML initiatives. You will be responsible for developing and deploying cutting-edge machine learning models to enhance customer experience, optimize operations, and drive business growth within the e-commerce furniture and furnishing sector. You will manage a team of data scientists and ML engineers, fostering a culture of innovation and technical excellence.

Key Responsibilities:
- Lead the design, development, and deployment of machine learning models for areas such as recommendation systems, demand forecasting, personalized marketing, fraud detection, and supply chain optimization.
- Manage and mentor a team of data scientists and ML engineers, providing technical guidance and career development support.
- Collaborate with product managers, engineers, and business stakeholders to identify opportunities for leveraging ML to solve business problems.
- Define and own the ML roadmap, ensuring alignment with overall business objectives.
- Oversee the end-to-end ML lifecycle, from data collection and preprocessing to model training, evaluation, and production deployment.
- Stay abreast of the latest advancements in machine learning and artificial intelligence, and evaluate their potential application to Pepperfry's business.
- Ensure the scalability, reliability, and performance of ML systems in a production environment.
- Develop and implement best practices for ML development, MLOps, and data governance.

About Pepperfry

Pepperfry is one of India's leading online furniture and home decor brands, founded in 2012. It aims to make a positive impact on the lives of its customers by making their homes beautiful and aspirational. The company offers a wide range of products, including furniture, decor, lamps, furnishings, and kitchenware. Pepperfry has a strong presence across India, with a robust supply chain and a network of studios.

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