Sr. Director, Machine Learning Science
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New York City, NY, US
Company:
Glassdoor is a leading community for workplace conversations, focusing on transparency and empowering professionals with authentic connections.
Summary:
The Senior Director of Machine Learning Science will lead the machine learning strategy and oversee related teams to enhance engagement through data-driven insights. Applicants need over 12 years of experience in machine learning, ideally with expertise in recommender systems, among other qualifications.
Job Description:
Sr. Director, Machine Learning Science
We are looking for a Senior Director of Machine Learning Science. This role will oversee the machine learning science function and drive the machine learning strategy for Glassdoor in close partnership with the Product and Engineering leadership teams.
What You'll Do
- Lead the machine learning strategy for Glassdoor, partnering with Product leadership to ensure ML is being leveraged in the areas of highest impact to the business
- Oversee machine learning science function responsible for managing all ML models in collaboration with ML Engineering and for serving as a center of excellence to empower teams across Glassdoor to adopt AI efficiently and effectively
- Lead a team of data scientists and ML scientists responsible for the full spectrum of insights to ML on key surfaces, ensuring the team has a deep understanding of user engagement patterns and is designing efficient solutions to grow engagement and retention
- Evangelize a culture of experimentation, building on a solid foundation of A/B testing continue optimizing for velocity of experiments
- Act as a trusted advisor and thought partner on topics related to machine learning and AI, with recommender systems as a core area of focus
- Advocate for improvements in our tech ecosystem to remove friction from ML development and increase speed to impact for the team
- Data & Analysis: Own metrics related to key ML initiatives, such as key recommender system surfaces, and ensure initiatives drive impact to those metrics
What You'll Bring
- A commitment to add to our culture of DEI
- 12+ years with machine learning/algorithmic development and related analytics, ideally with a depth of experience in recommender systems
- Strong expertise deploying GenAI experiences for consumers/internal stakeholders
- Demonstrated operational/execution excellence and ability to think strategically while managing with a sense of urgency through ambiguity
- Ability to establish strong working relationships between the executives, Product and Engineering leadership teams on key strategic applications of ML and AI
- Strong analytics orientation to understand usage patterns and identify the most impactful levers
- Strong bias towards action and ability to develop and drive a roadmap that delivers value at regular intervals along the way
- Strategic vision combined with ability to “roll up their sleeves” and translate into actionable parts
- Strong alignment with Glassdoor culture and values
Compensation and Benefits
Base Salary Range*: $224,800.00 - $351,300.00
Annual Bonus Target**: 25%
Generous Restricted Stock Units (RSU):
Health and Wellness: 100% employer-paid premiums for employee medical, dental, vision, life, short and long-term disability...