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Senior Data Scientist
GrowExx
posted 3+ weeks ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
who will empower Marketing, Product, and Sales teams to make strategic, data-driven decisions.
Key Responsibilities - Mine, process, and analyse hit/event level web, product, sales, and digital marketing data.
- Develop predictive scoring models and apply machine learning algorithms to customer profile, journey, and usage data.
- Deploy ML models into production data sets that can be leveraged for testing/activation on our websites, product applications, and sales/marketing channels.
- Develop ML model activation testing plans, benchmarking, and measure final outcomes.
- Enhance/Build data visualizations and reports in Tableau.
- Work with data engineers to improve and maintain the customer360 data model by defining new feature requirements, making improvements to taxonomy, and identifying bug fixes.
- Work with cross-functional teams (BI Enterprise Data Warehouse, Salesforce MOPS, IT, Product teams) to improve data quality in the customer360 data model.
- Develop a good understanding of the business s model, objectives, issues, and challenges by interacting and collaborating with leaders and stakeholders.
- Document all model methodology, outcomes, and activated performance.
- Experience using Python, SciKit, SQL, Snowflake, hit-level Adobe Analytics data, product usage data, Jupyter Notebooks, Amazon SageMaker, Airflow, Github.
- Proficiency with data mining, mathematics, and statistical analysis techniques.
- Experience with predictive modeling techniques, unsupervised, supervised, reinforcement, causal inference machine learning techniques.
- Experience with the following ML steps: data prep, choosing model, feature creation and selection, training, evaluation, parameter tuning, making predictions.
- Experience with cookie-level advertising platform data (Google, Bing, Epsilon, LinkedIn, Facebook etc.) and measuring demand generation KPIs (ROAS, CTRs, Impressions, MTA Attribution).
- Proven experience in building LLMs and generative AI models.
- Keep current with breakthroughs in LLMs, transformers, and generative AI.
- Experience with cookie-level web/product data and KPIs like usage, conversion funnels, bounce rates, unique visitors, sessions, hits/events, pathing and journey optimization.
- Experience with designing A/B/Multivariate/Lift testing and measurement for activated ML models in both digital and offline demand generation channels.
- Experience gathering and refining requirements from business stakeholders.
- Experience communicating ML methodology and findings to both technical and non-technical audiences.
- Preferred: experience in an engineering role building, testing, deploying, and measuring ML models using an ensemble approach.
- B Tech or B. E. (Computer Science / Information Technology)
- 5+ years as a Data Scientist or similar roles.
- Must have good logical reasoning and analytical skills.
- Good Communication skills in English both written and verbal.
- Demonstrate Ownership and Accountability of their work.
- Attention to detail.
Employment Type: Full Time, Permanent
Read full job description
What people at GrowExx are saying
Senior Data Scientist salary at GrowExx
reported by
4
employees
with 5-7
years exp.
₹26
L/yr - ₹35
L/yr
7%
more
than the average Senior Data Scientist Salary in India
View more details
What GrowExx employees are saying about work life
based on 40 employees
Flexible timing
Monday to Friday
No travel
Day Shift
GrowExx Benefits
View more benefits
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GrowExx Ahmedabad Office Location
Ahmedabad, Gujarat Office
Headquarter
1105, Shivalik Abaise, Prahlad Nagar,
Ahmedabad, Gujarat - 380015
Ahmedabad, Gujarat
380015
380015
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