20 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 environment
, 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
- Robust 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
📌 Senior Data Scientist (Gurugram)
🏢 Genpact
📍 Gurugram