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Posted : Wednesday, October 04, 2023 10:43 AM
Job Description:
A Data Scientist with advanced SQL, R, and Python skills and experience carrying out statistical analysis of large datasets to drive measurement and marketing strategies for a technology client.
You will be working with client data to develop data science solutions that enable stakeholders to understand the effects of marketing on business goals, while driving optimization recommendations for existing campaigns.
This includes reporting, analytics, modeling, and measurement of marketing campaigns, monthly and quarterly revenue performance reviews, projections, ad hoc deep-dives, and more.
Requirements: • 5+ years of data science/analytics experience, preferably using Big Data (Hadoop, Hive, Spark, etc.
) and/or digital data sources (Facebook, Instagram, Claravine, DV360, etc.
) • Advanced SQL, Python, and R programming, working with complex queries, partitions, and CTEs and/or ability to quickly learn new programming languages/frameworks/technologies • Experience with SQL platforms or MPP databases, such as Teradata, Redshift, Snowflake, etc.
• Experience in Python and/or R (preferably both) using notebooks as well as IDEs, performing feature engineering, leveraging sklearn/statsmodels/R extensions for model-building, leveraging visualization packages (seaborn, ggplot2, etc), and working with conflicting namespaces in R • Experience performing statistical analyses, including significance testing and power analysis, familiarity with different statistical distributions, enabling measurement by matching, interpreting regression and classification models, developing parametric assumptions for regression models, general model interpretation, and analyzing marginal effects • Experience with data warehousing, pipelining, ETL, and data QA • Experience with translating data trends and results into actionable insights and recommendations to drive business outcomes • Experience developing Measurement Plans to guide marketing execution and analytics • Experience with A/B test reads and measuring success using statistical tools • Strong communication skills, particularly when speaking with stakeholders to gather business requirements • Ability to translate business requirements into actionable next steps to deliver a working solution that meets business needs • Ability to navigate a complex, matrixed organization to gather detailed information about existing processes and any gaps therein • Creative thinking skills to find solutions for complex, multi-layered data problems • Strong collaboration skills, particularly in building relationships with stakeholders and partners on the client side • Ability to manage client expectations and concerns with realistic goal-setting, prioritization, and communication of progress Life at Capgemini Capgemini supports all aspects of your well-being throughout the changing stages of your life and career.
For eligible employees, we offer: Flexible work Healthcare including dental, vision, mental health, and well-being programs Financial well-being programs such as 401(k) and Employee Share Ownership Plan Paid time off and paid holidays Paid parental leave Family building benefits like adoption assistance, surrogacy, and cryopreservation Social well-being benefits like subsidized back-up child/elder care and tutoring Mentoring, coaching and learning programs Employee Resource Groups Disaster Relief About Capgemini Capgemini is a global leader in partnering with companies to transform and manage their business by harnessing the power of technology.
The Group is guided everyday by its purpose of unleashing human energy through technology for an inclusive and sustainable future.
It is a responsible and diverse organization of over 360,000 team members in more than 50 countries.
With its strong 55-year heritage and deep industry expertise, Capgemini is trusted by its clients to address the entire breadth of their business needs, from strategy and design to operations, fueled by the fast evolving and innovative world of cloud, data, AI, connectivity, software, digital engineering and platforms.
The Group reported in 2022 global revenues of €22 billion.
Get The Future You Want | www.
capgemini.
com Disclaimer Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace.
All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.
This is a general description of the Duties, Responsibilities and Qualifications required for this position.
Physical, mental, sensory or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed.
Whenever necessary to provide individuals with disabilities an equal employment opportunity, Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship.
Capgemini is committed to providing reasonable accommodations during our recruitment process.
If you need assistance or accommodation, please reach out to your recruiting contact.
Applicants for employment in the US must have valid work authorization that does not now and/or will not in the future require sponsorship of a visa for employment authorization in the US by Capgemini.
Capgemini discloses salary range information in compliance with state and local pay transparency obligations.
The disclosed range represents the lowest to highest salary we, in good faith, believe we would pay for this role at the time of this posting, although we may ultimately pay more or less than the disclosed range, and the range may be modified in the future.
The disclosed range takes into account the wide range of factors that are considered in making compensation decisions including, but not limited to, geographic location, relevant education, qualifications, certifications, experience, skills, seniority, performance, sales or revenue-based metrics, and business or organizational needs.
At Capgemini, it is not typical for an individual to be hired at or near the top of the range for their role.
The base salary range for the tagged location from $120,000 to $145,000.
This role may be eligible for other compensation including variable compensation, bonus, or commission.
Full time regular employees are eligible for paid time off, medical/dental/vision insurance, 401(k), and any other benefits to eligible employees.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable.
The amount and availability of any bonus, commission, or any other form of compensation that are allocable to a particular employee remains in the Company's sole discretion unless and until paid and may be modified at the Company’s sole discretion, consistent with the law.
Job Programmer/Analyst Schedule Full-time Primary Location US-CA-San Francisco Organization I&D
You will be working with client data to develop data science solutions that enable stakeholders to understand the effects of marketing on business goals, while driving optimization recommendations for existing campaigns.
This includes reporting, analytics, modeling, and measurement of marketing campaigns, monthly and quarterly revenue performance reviews, projections, ad hoc deep-dives, and more.
Requirements: • 5+ years of data science/analytics experience, preferably using Big Data (Hadoop, Hive, Spark, etc.
) and/or digital data sources (Facebook, Instagram, Claravine, DV360, etc.
) • Advanced SQL, Python, and R programming, working with complex queries, partitions, and CTEs and/or ability to quickly learn new programming languages/frameworks/technologies • Experience with SQL platforms or MPP databases, such as Teradata, Redshift, Snowflake, etc.
• Experience in Python and/or R (preferably both) using notebooks as well as IDEs, performing feature engineering, leveraging sklearn/statsmodels/R extensions for model-building, leveraging visualization packages (seaborn, ggplot2, etc), and working with conflicting namespaces in R • Experience performing statistical analyses, including significance testing and power analysis, familiarity with different statistical distributions, enabling measurement by matching, interpreting regression and classification models, developing parametric assumptions for regression models, general model interpretation, and analyzing marginal effects • Experience with data warehousing, pipelining, ETL, and data QA • Experience with translating data trends and results into actionable insights and recommendations to drive business outcomes • Experience developing Measurement Plans to guide marketing execution and analytics • Experience with A/B test reads and measuring success using statistical tools • Strong communication skills, particularly when speaking with stakeholders to gather business requirements • Ability to translate business requirements into actionable next steps to deliver a working solution that meets business needs • Ability to navigate a complex, matrixed organization to gather detailed information about existing processes and any gaps therein • Creative thinking skills to find solutions for complex, multi-layered data problems • Strong collaboration skills, particularly in building relationships with stakeholders and partners on the client side • Ability to manage client expectations and concerns with realistic goal-setting, prioritization, and communication of progress Life at Capgemini Capgemini supports all aspects of your well-being throughout the changing stages of your life and career.
For eligible employees, we offer: Flexible work Healthcare including dental, vision, mental health, and well-being programs Financial well-being programs such as 401(k) and Employee Share Ownership Plan Paid time off and paid holidays Paid parental leave Family building benefits like adoption assistance, surrogacy, and cryopreservation Social well-being benefits like subsidized back-up child/elder care and tutoring Mentoring, coaching and learning programs Employee Resource Groups Disaster Relief About Capgemini Capgemini is a global leader in partnering with companies to transform and manage their business by harnessing the power of technology.
The Group is guided everyday by its purpose of unleashing human energy through technology for an inclusive and sustainable future.
It is a responsible and diverse organization of over 360,000 team members in more than 50 countries.
With its strong 55-year heritage and deep industry expertise, Capgemini is trusted by its clients to address the entire breadth of their business needs, from strategy and design to operations, fueled by the fast evolving and innovative world of cloud, data, AI, connectivity, software, digital engineering and platforms.
The Group reported in 2022 global revenues of €22 billion.
Get The Future You Want | www.
capgemini.
com Disclaimer Capgemini is an Equal Opportunity Employer encouraging diversity in the workplace.
All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.
This is a general description of the Duties, Responsibilities and Qualifications required for this position.
Physical, mental, sensory or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed.
Whenever necessary to provide individuals with disabilities an equal employment opportunity, Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship.
Capgemini is committed to providing reasonable accommodations during our recruitment process.
If you need assistance or accommodation, please reach out to your recruiting contact.
Applicants for employment in the US must have valid work authorization that does not now and/or will not in the future require sponsorship of a visa for employment authorization in the US by Capgemini.
Capgemini discloses salary range information in compliance with state and local pay transparency obligations.
The disclosed range represents the lowest to highest salary we, in good faith, believe we would pay for this role at the time of this posting, although we may ultimately pay more or less than the disclosed range, and the range may be modified in the future.
The disclosed range takes into account the wide range of factors that are considered in making compensation decisions including, but not limited to, geographic location, relevant education, qualifications, certifications, experience, skills, seniority, performance, sales or revenue-based metrics, and business or organizational needs.
At Capgemini, it is not typical for an individual to be hired at or near the top of the range for their role.
The base salary range for the tagged location from $120,000 to $145,000.
This role may be eligible for other compensation including variable compensation, bonus, or commission.
Full time regular employees are eligible for paid time off, medical/dental/vision insurance, 401(k), and any other benefits to eligible employees.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable.
The amount and availability of any bonus, commission, or any other form of compensation that are allocable to a particular employee remains in the Company's sole discretion unless and until paid and may be modified at the Company’s sole discretion, consistent with the law.
Job Programmer/Analyst Schedule Full-time Primary Location US-CA-San Francisco Organization I&D
• Phone : NA
• Location : San Francisco, CA
• Post ID: 9005043803
