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