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Havas Media
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Senior Associate Data Science - CSA

Senior Associate Data Science - CSA

Havas Media

2 - 4 years

4 - 7 Lacs

Mumbai

Posted:3 days ago| Platform:

Apply

Skills Required

Computer science Cloud computing customer analytics GCP Analytical Machine learning Hypothesis Testing Monitoring SQL Python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Agency :

PivotRoots

Job Description :

We are seeking a Data Scientist with 2-4 years of experience to contribute to advanced analytics and predictive modelling initiatives. The ideal candidate will combine strong statistical knowledge with practical business understanding to help develop and implement models that drive customer value and business growth.

Responsibilities:

Implement and maintain customer analytics models including CLTV prediction, propensity modelling, and churn prediction
Support the development of customer segmentation models using clustering techniques and behavioural analysis
Assist in building and maintaining survival models to analyze customer lifecycle events
Work with large-scale datasets using BigQuery and Snowflake
Develop and validate machine learning models using Python and cloud-based ML platforms, specifically BQ ML, ModelGarden and Amazon Bedrock
Help transform model insights into actionable business recommendations
Collaborate with analytics and activation teams to implement model outputs
Present analyses to stakeholders in clear, actionable formats

Qualifications:

Bachelors or master s degree in Statistics, Mathematics, Computer Science, or related quantitative field
2-4 years experience in applied data science, preferably in marketing/retail
Experience in developing and implementing machine learning models
Strong understanding of statistical concepts and experimental design
Ability to communicate technical concepts to non-technical audiences
Familiarity with agile development methodologies

Technical Skills:

Advanced proficiency in:

SQL and data warehouses (BigQuery, Snowflake)
Python for statistical modeling
Machine learning frameworks (scikit-learn, TensorFlow)
Statistical analysis and hypothesis testing
Data visualization tools (Matplotlib, Seaborn)
Version control systems (Git)
Understanding of Google Cloud Function and Cloud Run

Experience with:

Customer lifetime value modeling
RFM analysis and customer segmentation
Survival analysis and hazard modeling
A/B testing and causal inference
Feature engineering and selection
Model validation and monitoring
Cloud computing platforms (GCP/AWS/Azure)

Key Projects & Deliverables:

Support development and maintenance of CLTV models
Contribute to customer segmentation models incorporating behavioral and transactional data
Implement survival models to predict customer churn
Support the development of attribution models for marketing effectiveness
Help develop recommendation engines for personalized customer experiences
Assist in creating automated reporting and monitoring systems

Soft Skills

Strong analytical and problem-solving abilities
Good communication and presentation skills
Business acumen
Collaborative team player
Strong organizational skills
Ability to translate business problems into analytical solutions

Here at Havas across the group we pride ourselves on being committed to offering equal opportunities to all potential employees and have zero tolerance for discrimination. We are an equal opportunity employer and welcome applicants irrespective of age, sex, race, ethnicity, disability and other factors that have no bearing on an individual s ability to perform their job.

Contract Type :

Permanent

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Senior Associate Data Science - CSA