05 Sep
|
Genpact
|
Gurugram
Job Description
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- Role - Principal, Data Scientist
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- Role type - Individual Contributor
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- Exp - 15+ yrs
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- Location - Gurgaon
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Key Responsibilities:
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- Design, develop, and implement Machine Learning, AI, and Deep Learning models to solve complex business problems.
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- Work hands-on across the end-to-end ML lifecycle , including data preparation, feature engineering, model development, validation, deployment, and performance monitoring.
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- Apply machine learning algorithms such as regression, Random Forest, decision trees, clustering, classification, and other supervised/unsupervised techniques .
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- Develop and implement Neural Network and Deep Learning models for appropriate business use cases.
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- Analyze large and complex datasets to identify patterns, trends, and actionable insights.
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- Translate business requirements into appropriate ML/AI approaches and solutions .
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- Implement ML/AI solutions in an enterprise environment , ensuring scalability, reliability, and business impact.
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- Evaluate model performance using appropriate statistical and ML metrics and continuously optimize models.
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- Collaborate with business, technology, data engineering, and other stakeholders to deploy AI/ML solutions into production.
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- Stay current with emerging AI/ML and Deep Learning techniques and identify opportunities to apply them to enterprise problems.
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- Independently drive assigned projects from problem definition through model development and implementation .
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Required Skills & Experience
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- Strong hands-on experience in Data Science, Machine Learning, AI, and Deep Learning .
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- Proven experience in enterprise implementation of ML/AI solutions ; candidates with only academic/research exposure would not be ideal.
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- Strong understanding and hands-on experience with:
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- Classification algorithms
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- Strong understanding of machine learning algorithms, model selection, feature engineering, model validation, and optimization .
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- Experience taking ML models from development to implementation/production .
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- Solid analytical and problem-solving skills.
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📌 Senior Data Scientist (Gurugram)
🏢 Genpact
📍 Gurugram