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Strategic Data Science, Manager

Strategic Data Science, Manager

salesforce.com, inc.San Francisco, CA, United States
3 days ago
Job type
  • Full-time
Job description

To get the best candidate experience, please consider applying for a maximum of 3 roles within 12 months to ensure you are not duplicating efforts.

Salesforce is the #1 AI CRM, where humans with agents drive customer success together. Here, ambition meets action. Tech meets trust. And innovation isn't a buzzword - it's a way of life. The world of work as we know it is changing and we're looking for Trailblazers who are passionate about bettering business and the world through AI, driving innovation, and keeping Salesforce's core values at the heart of it all. Ready to level-up your career at the company leading workforce transformation in the agentic era? You're in the right place! Agentforce is the future of AI, and you are the future of Salesforce.

Role Description

As a Strategic Data Scientist, you will own the end-to-end design, development, and production deployment of advanced AI and data-driven solutions. You'll build scalable machine-learning models with large, heterogeneous datasets to solve complex business challenges and provide proactive, data-driven guidance to our Customer Success organization.

Key Responsibilities

  • Collaborate with customer success, product, engineering, and sales teams to define KPIs and analytical approaches that answer key business questions.
  • Design, build, and deploy machine learning and AI models (classification, regression, NLP, recommendation engines, etc.) to identify at-risk customers, predict attrition, and assess impact of product offerings.
  • Develop customized recommendation engines that suggest next-best actions for customers (collaborative filtering, content-based, hybrid, graph-based techniques, etc.).
  • Drive the end-to-end machine learning lifecycle, from data preprocessing and feature engineering to model training, testing, and automated retraining workflows.
  • Architect high-performance data pipeline for massive, multi-source datasets (streaming, batch, semi-structured), ensuring optimal storage, fast query performance, and high data integrity in hybrid cloud environments.
  • Monitor production model performance by tracking key metrics like accuracy, drift, and latency. Leverage A / B testing and establish feedback loops to drive continuous improvement and rapid iteration.
  • Support translation of strategic direction into analytical problems and actionable data science initiatives, ensuring data science alignment with organizational goals and long‑term vision.
  • Present clear, actionable insights and technical roadmaps to technical and non‑technical stakeholders at all levels.

Collaborative Partners

  • Customer Success Leadership : define priority use cases and success metrics for AI‑driven initiatives.
  • Product & Engineering : embed data‑science solutions into product features and roadmaps.
  • Data Platform & MLOps : utilize internal infrastructure for data access, orchestration, and scalable deployments.
  • Business Operations & Finance : validate model assumptions, quantify ROI, and support strategic planning.
  • Role Requirements

  • Education : Bachelor's or Master's in quantitative field such as Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related discipline.
  • Experience : 2‑5 years of hands‑on experience building and deploying machine‑learning solutions—especially recommender systems—in a SaaS or customer‑facing environment.
  • Technical Proficiency : Proficient in Python (or R) and ML frameworks (scikit‑learn, TensorFlow, PyTorch); expertise with data tools (SQL, Spark, Airflow) and cloud platforms (AWS, GCP, Azure).
  • AI & Next‑Gen Models : Demonstrated experience with embedding techniques, transformer‑based models, and graph ML for large‑scale recommendations.
  • Business Acumen : Strong analytical mindset; able to translate model outputs into clear business recommendations and track impact through defined KPIs.
  • Communication & Influence : Excellent at distilling complex technical concepts for non‑technical audiences and driving alignment across teams.
  • Self‑Starter : Thrives in ambiguous environments; owns projects end‑to‑end and iterates based on feedback.
  • Preferred Qualifications

  • Enterprise‑Scale Recommenders : Previous hands‑on experience building and scaling recommender systems at major technology platforms.
  • Top‑Tier Consulting Background : Prior experience at a leading strategy firm with demonstrated ability to translate complex analysis into clear recommendations.
  • LLM Proficiency : Hands‑on experience leveraging large language models (e.g., GPT‑4) for data augmentation, prompt engineering, or analytics automation.
  • Advanced AI Use Cases : Proven track record of applying cutting‑edge techniques—transformer fine‑tuning, embedding retrieval, graph neural networks—to build production recommender or decision‑support systems.
  • Unleash Your Potential

    When you join Salesforce, you'll be limitless in all areas of your life. Our benefits and resources support you to find balance and be your best, and our AI agents accelerate your impact so you can do your best. Together, we'll bring the power of Agentforce to organizations of all sizes and deliver amazing experiences that customers love.

    Accommodations

    If you require assistance due to a disability applying for open positions, please submit a request via the Accommodations Request Form.

    Posting Statement

    Salesforce is an equal opportunity employer and maintains a policy of non‑discrimination with all employees and applicants for employment. We believe in equality for all and lead the path to inclusivity by creating a workplace that is inclusive and free from discrimination. Any employee or potential employee will be assessed on the basis of merit, competence, and qualifications—without regard to race, religion, color, national origin, sex, sexual orientation, gender expression or identity, transgender status, age, disability, veteran or marital status, political viewpoint, or other classifications protected by law. This policy applies to current and prospective employees, no matter where they are in their Salesforce employment journey. Recruiting, hiring, and promotion decisions at Salesforce are fair and based on merit, applying the same to compensation, benefits, promotions, transfers, reductions in workforce, recall, training, and education.

    Compensation and Benefits

    In the United States, compensation offered will be determined by factors such as location, job level, job‑related knowledge, skills, and experience. Certain roles may be eligible for incentive compensation, equity, and benefits. Salesforce offers a variety of benefits to help you live well, including time‑off programs, medical, dental, vision, mental health support, paid parental leave, life and disability insurance, 401(k), and an employee stock‑purchasing program. More details about company benefits can be found at https : / / www.salesforcebenefits.com. Pursuant to the San Francisco Fair Chance Ordinance and the Los Angeles Fair Chance Initiative for Hiring, Salesforce will consider for employment qualified applicants with arrest and conviction records. For New York‑based roles, the base salary hiring range for this position is $172,000 to $236,500. For California-based roles, the base salary hiring range for this position is $172,000 to $236,500.

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    Manager Data Science • San Francisco, CA, United States

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