Senior Data Scientist
Global Insights & Data Science | Job ID 2703322Job Summary
ABOUT THIS ROLE
As Senior Data Scientist, you will build scalable solutions and models to support our business functions (Marketing, Product, Content). Leveraging a range of methods including machine learning and simulation, you will explain, quantify, predict and prescribe in support of informing critical business decisions. You will translate business goals into agile, insightful analytics. You will seek to create value for both stakeholders and customers and inform findings in a clear, actionable way to managers and senior leaders.
ABOUT THE TEAM
Audible data science team partners with marketing, content, product, and technology teams to solve business and technology problems using scientific approaches to build product and services that surprise and delight
our customers. We employ scalable cutting-edge machine learning (ML), causal inference (CI) and GenAI / Natural Language Processing (NLP) knowledge to better target customers and prospects, understand and personalize the content, and context needed to optimize their book-listening experience. We operate in an agile environment in which we own and collaborate on the life cycle of research, design, and model development of relevant projects.
ABOUT YOU
We are looking for a motivated, results-oriented Data Scientist with strong rigor and demonstrable skills in ML, CI, NLP, data mining and/or large-scale distributed computation.
As a Senior Data Scientist, you will...
- Develop and validate models to optimize the Who, When, Where and How of all our interactions with customers
- Develop Amazon-scale data engineering pipelines
- Imagine and invent before the business asks, and create groundbreaking applications using cutting-edge approaches
- Develop compelling data visualizations
- Work closely with other data scientists, ML experts, engineers as well as business across globe, and on cross-disciplinary efforts with other scientists within Amazon
- Contribute to the growth of the Audible Data Science team by sharing your ideas, intellectual property and learning from others
ABOUT AUDIBLE
Audible is the leading producer and provider of audio storytelling. We spark listeners’ imaginations, offering immersive, cinematic experiences full of inspiration and insight to enrich our customers daily lives. Our Hub+Home hybrid workplace model gives employees the flexibility between gathering in a common office space (work from hub) and remote work (work from home). For more information, please visit adbl.co/hybrid
Basic Qualifications
- MS in one of the following disciplines: Computer Science, Statistics, Data Science, Economics, Applied Math, Operational Research or a related quantitative field and 6+ years relevant experience; or, PhD and 3+ years relevant experience
- Experience with methods for causal inference using longitudinal data and more generally (panel, regression, diff-in-diff, etc.)
- Fluency in English, both written and spoken
- Fluent in SQL, Python
- Exposure to software engineering environments (version control, command line...)
- Machine Learning Pipeline orchestration with AWS (SageMaker, Batch, Lambda, Step Functions)
- Experience with Docker Container Platform
- Experience with machine learning methods for Bayesian estimation and inference
- Experience with Agile Software Development
Preferred Qualifications
- Big Data Engineering with Spark / AWS EMR & Glue
Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status. For individuals with disabilities who would like to request an accommodation, please visit https://www.amazon.jobs/en/disability/us.
Related Jobs
Audible Success Profile
Audible is built on a strong foundation as an Amazon subsidiary, so you’ll get to play with all of Amazon's technologies while still being on a small team with an entrepreneurial spirit. We’re looking for someone who knows how to leverage data to provide our customers with an engaging and inspiring experiences.
-
- Logical You have the ability to use logic to break down data in order to hear the story being told at it’s heart.
- Insightful You take the time to deeply understand data before drawing conclusions, knowing that your decisions will improve the experience of millions of listeners.
- Strategic You manage your instruments effectively and efficiently, always choosing the sharpest implement for the task at hand.
-
- Adaptable You’re comfortable with both structure and ambiguity, moving seamlessly between the two to collaborate with diverse stakeholders.
- Perceptive You’re able to utilize your natural intuition to identify creative solutions and innovate on behalf of our listeners.
- Imaginative You approach every project with an open mind powered by voracious curiosity, and are able to find solutions that break the mold.
Life inside Audible: Software Development Engineer - Mobile
Our Mobile team shares about the growth potential at Audible, the exciting projects they work on in a rapidly changing area of expertise, and the teamwork and empathy at the heart of their innovation.
Life inside Audible: Software Development Engineer - Data
Our data team shares how cross functional collaboration fuels their work, how they leverage creativity to foster innovation, and what makes Data Engineering at Audible such a unique experience.
Life inside Audible: Software Development Engineer - Services and Quality Assurance
Engineers from Audible’s Services and Quality Assurance teams share how they support each other, learn from one another and truly feel the impact of their work across the company.
Life inside Audible: Software Development Engineer – Full Stack
Full Stack Engineers at Audible share how they are inspired by the power of the spoken word and are empowered by their unique Audible communities.
Life inside Audible: Software Development Engineer - Front End
Front End Engineers at Audible share how they are motivated by the direct impact their work has on Audible’s customers, the opportunities that Audible provides to give back to our local communities, and how invested Audible is in their growth.
Life inside Audible: Software Development Managers
Managers from different Audible tech teams share what makes Audible unique, from being a proactively inclusive workplace, to their work reaching millions of listeners, to the importance of constant learning and access to a wealth of resources that empower innovation.
What we can offer you
We are a community of brilliant minds, brimming with fresh ideas and working shoulder to shoulder to achieve greatness. And because of this, we think it’s only fair that we offer some nice little perks to everyone who goes the extra mile at Audible.
Learning & Development
We want to help you grow with learning and development programs, leadership training and tuition reimbursement.
Health
Dental and vision plans, life insurance, and the medical plan options that suit individual needs.
Savings
Plan for your future with employer-matched savings accounts.
Flexible Work
We promote flexibility in how and where we work with our Hub+Home hybrid workplace model.
Time Off
We love what we do but everyone needs the opportunity to hit the refresh button. Take advantage of vacation days, sick days, and personal days to rejuvenate.
Community
We are committed to building and sustaining a diverse and inclusive culture and community. Audible’s Impact Groups encourage an environment where you can be you, and bring your whole self to work.
Stock
We grant our employees restricted stock units, because we want them to think and act like owners.
Amazon Discount
As part of the Amazon family, Audible employees are entitled to a discount on products on Amazon.
Be Customer Obsessed
Imagine & Invent Before They Ask
Articulate The Possible & Move Fast To Make It Real
Study & Draw Inspiration From Culture & Technology
Activate Caring
Audible's People Principles celebrate who we are and where we've been, and guide the way we work shoulder to shoulder to enhance the lives of our millions of customers around the world. They reflect and apply to everyone who works at Audible—the entrepreneurs and operators, the dreamers and the doers, those who have worked here for 25 years and those who have arrived in the past few weeks and months.
View all Our People Principles
Community Impact
At Audible, we seek to exemplify what a company can mean beyond what it does. We recruit and cultivate local talent, and we drive forward a wide range of initiatives focused on returning Newark to its roots as a hub of innovation. Our global offices embrace the same principle, and our employees around the world volunteer and serve in their communities in addition to seeding and growing the local creative economy.
Learn more
Location Benefits
Our Newark office is at the heart of the audio revolution. We stay inspired by visiting creatives, guest speakers, professional development, and community engagement. We fuel our ideas with daily catered lunch and then take in local culture or hang out with colleagues at weekly happy hours. Getting here is easy with free parking or transit perks, and employees who move to the neighborhood enjoy our monthly Live Local housing subsidy.
Learn more
Related Content
-
LinkedIn Top Companies 2022: Media & Entertainment
We're proud to be recognized in LinkedIn's List of #LinkedInTopCompanies in Media & Entertainment for 2022.
-
Audible Named Among 100 Best Workplaces for Innovators by Fast Company
We’re proud to be recognized as a place where inventive minds and diverse experiences are valued, and where employees are actively encouraged to use their ideas and talents to improve our customers’ lives.
-
Audible Wins 2021 Digiday Worklife Award
This year’s Worklife Awards winners capture responses and new directions, and exemplify how companies worked to adapt to these changes and more. The organizations the judges have selected adjusted to a series of new norms across 2021...