Machine Learning Engineer

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June 6

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NextHire

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Nexthire is a technology driven recruitment platform that enables companies to hire 2x faster with its advanced algorithms based on years of data.The leadership team has several decades of collective experience working for top product development companies in India. We believe in breaking the conventional ideas that have been rooted in the staffing industry. We provide end to end recruitment solutions and are developing amazing tools that will help shape the future of recruitment industry.Trusted by 100+ brands, MNCs and startups alike, we are creating a hiring experience like never before.

11 - 50 employees

📋 Description

• Deploy machine learning models on GCP using Vertex AI. • Design and implement real-time and batch inference pipelines. • Monitor model performance, detect drift, and manage lifecycle. • Ensure adherence to model governance best practices and support ML-Ops workflows. • Collaborate with cross-functional teams to support Credit Risk, Marketing, and Customer Service use cases, especially within the retail banking domain. • Develop scalable and maintainable code in Python and SQL. • Work with diverse datasets, perform feature engineering, and build, train, and fine-tune advanced predictive models. • Contribute to model deployment in the lending space.

🎯 Requirements

• Strong expertise in Python and SQL. • Proficient with ML libraries and frameworks such as scikit-learn, pandas, NumPy, spaCy, CatBoost, etc. • In-depth knowledge of GCP Vertex AI and ML pipeline orchestration. • Experience with ML-Ops and model governance. • Exposure to use cases in retail banking—Credit Risk, Marketing, and Customer Service. • Experience working with structured and unstructured data. • Prior experience deploying models in the lending domain. • Understanding of regulatory considerations in financial services.