3 дня назад
Tech Lead Manager, Machine Learning, Growth and Marketing (AI)
199 000 - 275 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Tech Lead Manager, Machine Learning, Growth and Marketing (AI): Building and deploying acquisition, engagement, retention, and marketing models for a fintech platform with an accent on customer segmentation, lifetime value prediction, churn modeling, attribution, and personalized communications. Focus on leading data scientists and ML engineers, integrating production models with marketing platforms, and applying advanced AI/ML techniques to optimize the customer funnel.
Location: San Francisco, CA, USA; four days a week in the office and Fridays from home for employees near an office
Base salary: $199,000–$275,000 USD per year, plus potential bonuses, equity, and benefits.
Company
is a financial technology company building user-friendly banking services and financial tools that help millions of members make financial progress.
What you will do
- Lead and mentor a team of data scientists and machine learning engineers.
- Set the strategic direction for machine learning initiatives across marketing, engagement, and growth.
- Develop and deploy models for customer acquisition, conversion, retention, lifetime value, churn risk, segmentation, attribution, referrals, and personalized communications.
- Use transactional and behavioral data to improve customer targeting, acquisition spend, and retention strategies.
- Establish best practices for model development, validation, deployment, monitoring, scalability, and business impact.
- Partner with marketing, product, growth, engineering, and business leaders to drive experimentation and predictive analytics.
Requirements
- 7+ years of experience developing machine learning models for marketing and growth from inception through production.
- 5+ years of experience leading data science teams, including mentoring and coaching.
- Expertise in customer segmentation, lifetime value modeling, churn prediction, referral systems, and multi-touch attribution.
- Strong knowledge of classification, clustering, reinforcement learning, optimization, deep learning, and NLP.
- Proficiency in Python and SQL, with experience building ML pipelines and working with large-scale data.
- M.S. or Ph.D. in machine learning, computer science, statistics, or a related STEM field, plus strong communication and stakeholder management skills.
Nice to have
- Experience with AWS, Kafka, Airflow, Redis, MySQL, Postgres, Spark, Snowflake, or Looker.
- Experience integrating production machine learning models with marketing technology stacks and growth platforms.
Culture & Benefits
- In-office work policy with four office days and Fridays from home near company offices; a fully remote program is also available for eligible employees.
- Health, financial, and wellbeing benefits, including backup care and commuter subsidies for eligible employees.
- Generous vacation, company-wide paid days off, and an annual wellness stipend.
- Up to 22 weeks of paid parental leave for birthing parents and 12 weeks for non-birthing parents.
- Family planning reimbursement and paid time to support local community organizations.
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