Senior Software Engineer II, Machine Learning

About this role

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Skills you'll use

What you'll do

• Manage the entire ML lifecycle from data collection to deployment and monitoring
• Collaborate across teams such as DS, QA, Infra and other engineering teams to productionize ML models
• Write and optimize code for production environments, ensuring the robustness and reliability of ML services at scale
• Manage and support current solutions while evolving them to incorporate newer technologies
• Strong written, verbal, and presentation skills, with the ability to convey complex concepts in a clear and simple manner
• Stay updated with the latest developments in data science and machine learning
• Desired Skills & Experience
• 4+ years of experience applying Machine Learning to concrete problems at large scale
• Bachelors or Masters in Computer Science, Statistics, or related field
• Strong CS fundamentals. Should be able to write algorithms with ease.

Who can apply

• 4+ years of experience applying Machine Learning to concrete problems at large scale
• Bachelors or Masters in Computer Science, Statistics, or related field
• Strong CS fundamentals. Should be able to write algorithms with ease.
• Solid understanding of Data Science and ML fundamentals – Regression, Classification, Tree-based approach, Neural network, and sequence-based models.
• Working experience with at least one ML model: LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc.
• Should have excellent understanding of ML lifecycle
• Good understanding of system architecture. Have knowledge of big data technologies – streaming architecture, data pipelines, etc.

About Poshmark India

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