Senior Machine Learning Manager
Bangalore
Adobe
Adobe is changing the world through digital experiences. We help our customers create, deliver and optimize content and applications.Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!
Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
Adobe Advertising Cloud
Adobe Advertising is a combination of a ‘Demand Side Platform (DSP)’ and a ‘Spend Optimizer’ that helps customers plan, buy, measure, and optimize their digital media (across CTV, Online Video, Display, Search, Social, and Retail Media Networks). We solve hard problems across big data (participating in 400 bn auctions a day), low latency (20 millisecond response time for every auction), and AI / ML. We build product experiences that customers love for generating actionable insights. We help the largest global advertisers maximize the impact of their paid media budgets by delivering connected and personalized experiences to their consumers.
As the advertisement industry embraces the key changes from being privacy-safe, the resurgence of CTV, to the proliferation of ‘Walled Gardens’, fast paced innovation and creating differentiation with AI/ML become the cornerstone of success.
The Opportunity
Join Adobe in the heart of Bangalore, where brand-new engineering meets outstanding innovation. As a Machine Learning Engineering Manager, you will play a pivotal role in crafting the future of digital experiences. This is an outstanding opportunity to lead a dynamic and ambitious team dedicated to developing pioneering machine learning solutions. Your leadership will be instrumental in driving flawless execution and delivering powerful technology that empowers users globally.
What you'll Do
Lead and mentor a team of skilled machine learning engineers to design and implement ML algorithms/models.
Collaborate with cross-functional teams to determine business needs and translate them into technical requirements.
Develop and deploy scalable machine learning solutions that optimize Adobe’s products and services, deliver value to clients and drive customer adoption.
Consistently follow standard methodologies in software engineering, ensuring code of high quality and flawless performance.
Drive innovation through research and experimentation, encouraging an environment where new ideas can flourish.
Monitor and evaluate the performance of ML models, making necessary adjustments to compete at the highest level.
What you need to succeed
Degree and/or equivalent experience in applied Machine Learning.
Proven experience managing and leading machine learning engineering teams.
Outstanding knowledge of machine learning frameworks and tools such as PyTorch, Scikit-learn.
Strong programming skills in languages such as Python, Java, or C++.
Demonstrated ability to develop, deploy, and maintain machine learning models in a production environment.
Excellent problem-solving skills, with a track record of delivering innovative solutions.
Ability to thrive in a collaborative, inclusive, and diverse workplace, embracing different perspectives and ideas.
Ideal Candidate Profile:
A total of 10+ years of experience, including at least 4 years in managerial roles in an applied Machine Learning setting
PhD or master’s in computer science/ applied math/Statistics/related field
Experience and domain expertise in Digital ad technologies desirable
Comfort with ambiguity, adaptability to evolving priorities, and the ability to lead a team while working autonomously.
Proven management experience with highly diverse and global teams.
Demonstrated ability to influence technical and non-technical stakeholders.
Proven ability to effectively manage in a high-growth, matrixed organization.
Track record of delivering cloud-scale, data-driven products, and services that are widely adopted with large customer bases.
An ability to think strategically, look around corners, and create a vision for the current quarter, the year, and five years down the road.
A relentless pursuit of great customer experiences and continuous improvements to the product.
Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
Adobe aims to make Adobe.com accessible to all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email accommodations@adobe.com or call (408) 536-3015.
Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other’s employees.
Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email accommodations@adobe.com or call (408) 536-3015.
Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other’s employees.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Computer Science Engineering Java Machine Learning Mathematics ML models PhD Privacy Python PyTorch Research Scikit-learn Statistics
Perks/benefits: Career development Startup environment
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