Search for Sr. Data Scientist roles in San Francisco, focusing on customer analytics, requiring strong SQL skills, full-time positions, and a salary range of $200,000+.

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Sr. Data Scientist

San Francisco, CA

Customer Analytics

Full Time

$200000+

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The position of Sr. Data Scientist - Customer Analytics at Gap Inc. is fundamentally designed to leverage data to enhance customer acquisition, retention, and marketing initiatives across its iconic brands. The candidate will synthesize complex datasets into actionable insights and present these findings to various stakeholder levels, including executive leadership. This involves not only statistical modeling but also a strong component of storytelling to effectively communicate data-driven strategies. Given the fast-evolving nature of retail analytics, candidates must be adept at manipulating large amounts of data, fostering cross-functional collaborations, and navigating ambiguity. Success in this role will be defined by the ability to translate data findings into strategic recommendations that can influence critical business decisions and drive real customer engagement. Moreover, mentoring junior team members will be a key responsibility, reinforcing the need for strong leadership and communication skills alongside technical proficiency.

Company Analysis:

Gap Inc. stands as a leader in the apparel industry, encompassing a diverse portfolio of brands that resonate with a broad audience. The company prioritizes creating a culture of belonging and sustainability, which reflects in its operations and customer engagements. It is crucial for the Sr. Data Scientist to align with the company's vision, particularly as their analyses will directly impact marketing strategies and customer retention efforts—aligning with the company's commitment to inclusion and sustainability. The work environment is likely dynamic and aimed at innovation, thus candidates should expect to thrive in a fast-paced setting. The role of a data scientist is pivotal in shaping strategic decisions that elevate customer experience across various brands. Given the organizational structure, this role may have significant visibility in shaping the analytics roadmap, potentially influencing product development and marketing initiatives as Gap looks to drive growth in an increasingly competitive landscape.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time when you had to translate complex data findings into a compelling narrative for stakeholders. What was your approach, and what was the outcome?
Can you describe a project where you utilized causal inference methods to measure the impact of marketing efforts? What was the process you followed, and what insights were generated?
How have you used SQL to manipulate large datasets in previous projects? Can you provide an example?
What challenges have you faced when working with cross-functional teams, and how did you approach overcoming them?
How would you approach developing a data model to identify trends in customer behavior at Gap Inc.?
Can you discuss your experience with Adobe Analytics and how you have used it to uncover digital experience trends?
Imagine you are tasked with optimizing customer retention strategies based on data insights. How would you prioritize your analysis and recommendations?
Describe a situation where you had to make a decision with incomplete data. How did you approach the decision-making process?
Why are you interested in working at Gap Inc., and how do you think your values align with our mission?
How do you stay up-to-date with the latest advancements in data science and analytics, and how would you apply this knowledge to your work here?
What practices do you follow to ensure that the insights you provide are actionable and impactful?
Can you discuss a time when you mentored a team member or junior colleague? How did you approach it, and what was the outcome?
What strategies would you employ to persuade executives to adopt a particular data-driven recommendation?
What questions do you have for us about the culture at Gap Inc. or the data analytics team specifically?

Job Details

Overview Company

Senior Data Scientist

$174.4k/y-$231.2k/y

Gap Inc.

10 days ago

Highlight

OnsiteFull-timeSenior

Summary

Gap Inc. is seeking a Sr. Data Scientist - Customer Analytics to join their team in San Francisco, CA. The role involves applying data analysis and statistical modeling techniques to drive business benefits for Gap Inc. and its brands.

About the Role

As a Sr. Data Scientist - Customer Analytics, you will synthesize and story tell data to deliver actionable insights across functions, build cross functional partnerships, manipulate large amounts of data, collaborate with other data scientists and engineers, develop compelling visualizations, build repeatable solutions, and mentor junior team members.

About You

Required:

Strong business acumen and understanding of retail business drivers.
Ability to work both at a detailed level and to summarize findings for strong recommendations.
Strong verbal and written communication skills, able to present to senior executives.
Experience using Adobe Analytics suite.
Advanced proficiency using SQL for large datasets.
Proficiency in Python, Spark, and common scripting languages.
Experience using causal inference methods.
Experience with supervised and unsupervised learning ML techniques.
Ability to work in ambiguous and complex situations.
Track record of being a self-starter.

Benefits

Merchandise discount: 50% off regular-priced merchandise at Old Navy, Gap, Banana Republic and Athleta, and 30% off at Outlet.
Competitive Paid Time Off plans.
Up to five 'on the clock' hours each month to volunteer.
Extensive 401(k) plan with company matching up to four percent.
Employee stock purchase plan.
Medical, dental, vision and life insurance.

Gap Inc.

Gap Inc., a house of iconic brands, is the largest specialty apparel company in America. Its Old Navy, Gap, Banana Republic, and Athleta brands offer clothing, accessories, and lifestyle products for men, women and children. Since 1969, Gap Inc. has created products and experiences that shape culture, while doing right by employees, communities and the planet. Gap Inc. products are available worldwide through company-operated stores, franchise stores, and e-commerce sites. Fiscal year 2023 net sales were $14.9 billion. For more information, please visit www.gapinc.com.

San Francisco, CA