Senior Principal Applied Scientist - Ranking (all genders)
At a glance
Senior AI Research role at Zalando. Berlin · full-time.
Pay not stated AI Research salary
aimlroles summary, based on the employer's posting.
What you'll do
- Research, build and put machine-learning models into production for personalization and ranking across the customer journey
- Shape research roadmaps across product areas, tying scientific work to concrete business goals
- Set design and architecture principles with partner teams, and lead uncertain delivery projects through production
- Advise senior leaders on scientific direction, team investment and build-versus-buy choices
- Mentor senior and principal scientists, while sharing methods across the science community
What you bring
- A PhD in machine learning or AI, or equivalent experience, plus at least eight years in industry
- Deep-learning experience, especially with multi-armed bandits or large-scale sequential decision systems
- A record of leading scientific roadmaps and applying machine learning across a product’s full lifecycle
- Strong deep-learning skills, Python and PyTorch or TensorFlow for reinforcement-learning work, plus AWS proficiency
Who this fits
This senior scientific leadership role suits someone who can guide research and product work while staying hands-on with machine-learning systems. The role is based in Berlin, Germany; relocation assistance is offered to international hires.
From the employer
THE TEAM AND THE ROLE
The Ranking team at Zalando assists customers in their fashion discovery journey and helps them find what they are looking for. We are developing the next generation of our discovery systems, utilising state-of-the-art Deep Learning, Multi-Objective Optimization, to create highly personalised and engaging customer experiences by creating and optimizing ranking algorithms for the Zalando customer experience.
As a Senior Principal Applied Scientist, you will address challenging fashion problems using cutting-edge approaches. You will contribute to drive our scientific roadmap, applying your scientific capabilities and in collaboration with a team of exceptional scientists and engineers developing models and cutting-edge machine learning products that enhance the experience of over 53 million customers
WHAT WE'D LOVE YOU TO DO (AND LOVE DOING)
- Utilise your extensive scientific experience in researching, deploying, and architecting machine learning and deep learning solutions, particularly in Deep Learning, Multi-objective optimisation to enhance the conversion journey of millions of our customers through product selection, ranking. Collaborate with multiple teams to create a cutting-edge science stack that aligns with the product strategy and drive architectural and design principles.
- Develop long-term roadmaps for research topics that span multiple product areas and address concrete business goals. As part of the leadership team, be the sparring partner and trusted advisor for Zalando senior leadership and advise on investments in people, strategic direction and make or buy decisions.
- Act as a mentor and guide to senior and principal scientists, and actively share knowledge and expertise within Zalando’s science community.
- Forge close partnerships with applied science leaders and product managers, to deliver state-of-the-art machine learning solutions to our customers and uncover new opportunities for growth. This includes driving and delivering large delivery projects with high uncertainty in production, applying the scientific approach to solve complex challenges, and communicating and aligning with other teams, stakeholders, and senior leadership. You will support and work on deploying, developing, implementing, testing, and researching ML models for personalisation, ranking, for the entirety of the Zalando customer journey.
WE'D LOVE TO MEET YOU IF
PhD in Machine Learning and AI (or equivalent experience), accompanied by 8+ years of industry experience, especially in deep learning, multi-armed bandits, or large-scale sequential decision-making systems, ideally applied to personalization, or ranking.
- Experience leading and shaping the scientific roadmap of teams in products that span across multiple areas and working with senior Applied Science leaders. Ability to discover new business opportunities collaborating with product, science, and engineering managers and solve business problems through scientific solutions.
- Extensive track record of addressing real-world problems using machine learning throughout the entire product cycle, and raises department and Zalando’s best practice in methods, algorithms and technology, including architecture, design patterns, and research roadmaps.
- Authority on deep learning and extensive track record in leveraging research to advance the state of the art, including strong publication records.
- Extensive hands-on experience in deep learning with proficiency in Python and frameworks like PyTorch or TensorFlow for RL implementations. Proficiency in cloud computing platforms such as AWS is also required.
PERKS AT WORK
- Culture of trust, empowerment and constructive feedback, open source commitment, meetups, game nights, 70+ internal technical and fun guilds, knowledge sharing through tech talks, internal tech academy and blogs, product demos, parties & events.
- Competitive salary, employee share shop, 40% Zalando shopping discount, discounts from external partners, centrally located offices, public transport discounts, municipality services, great IT equipment, flexible working times, additional holidays and volunteering time off, free beverages and fruits, diverse sports and health offerings.
- Extensive onboarding, mentoring and personal development opportunities and an international team of experts.
- Relocation assistance for internationals, PME family service and parent & child rooms* (*available in selected locations).
We celebrate diversity and are committed to building teams that represent a variety of backgrounds, perspectives and skills. All employment is decided on the basis of qualifications, merit and business need.
ABOUT ZALANDO
Zalando is Europe’s leading online platform for fashion, connecting customers, brands and partners across 23 markets. We drive digital solutions for fashion, logistics, advertising and research, bringing head-to-toe fashion to more than 52 million active customers through diverse skill-sets, interests and languages our teams choose to use.