Senior Data Scientist

iveness - e.g., marketing attribution models, causal inference models, uplift models, etc. Develop optimization and simulation algorithms to provide marketing investment and allocation recommendations to improve ROI by optimizing spend across marketing channels. Own the full lifecycle of model development from ideation and data exploration, algorithm design and testing, algorithm development and deployment, to algorithm monitoring and tuning in production. Design experiments to support marketing, customer experience, and digital campaigns and develop statistically sound models to measure impact. Collaborate with other data scientists to develop and operationalize consistent approaches to experimentation and campaign measurement. Be a master in cross-functional collaboration by developing deep relationships with key partners across the company and coordinating with working teams. Constantly learn, have a clear pulse on innovation across the enterprise SaaS, AdTech, paid media, data science, customer data, and analytics communities. Telecommuting is an option. Some travel to Salesforce offices may be required.

Minimum Requirements: Master's degree (or its foreign degree equivalent) in Computer Science, Engineering (any field), or a related quantitative discipline, and two (2) years of experience in the job offered or in any occupation in related field.

A related technical degree required (Computer Science, Engineering (any field)).

Special Skill Requirements: 2 years in each of the following: (1) Python (Pandas, sklearn, matplotlib); (2) Pyspark; (3) Hadoop; (4) SQL; (5) Tableau; (6) R; (7) cloud based platforms such as AWS and GCP; (8) Cross-functional Communication; and 1 year in each of the following: (9) Experiment Design; (10) A/B testing; (11) Statistical and Machine Learning techniques (such as XGBoost or LSTM); (12) Causal Inference; (13) uplift modeling, propensity models; (14) simulation and optimization. Any suitable combination of education, training and/or experience is acceptable. Telecommuting is an option. Some travel to Salesforce offices may be required.

Salary: $151,800.00 - $227,700.00 per annum.

Submit a resume using the apply button on this posting or by email at: [email protected] at Job# 23-145387. Salesforce is an Equal Opportunity & Affirmative Action Employer.

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For California-based roles, the base salary hiring range for this position is $151,800 to $227,700.

Compensation offered will be determined by factors such as location, level, job-related knowledge, skills, and experience. Certain roles may be eligible for incentive compensation, equity, benefits. More details about our company benefits can be found at the following link: https://https://www.salesforcebenefits.com.