Data Science Ecosystem Lead
Adobe Software
JOB LEVEL
P40EMPLOYEE ROLE
Individual ContributorThe Opportunity
We are looking for a Data Science Ecosystem Lead to build the foundation that will enable scalable, efficient, and impactful data science across our organization. Our team consists of multiple data science and analytics groups working on everything from media optimization to causal inference, and we need the right infrastructure in place to ensure their work is reproducible, discoverable, and production-ready.
Today, data scientists face challenges like fragmented workflows, manual processes, siloed outputs, and limited insight into past work. This role is an opportunity to tackle those problems by improving both the day-to-day experience of data scientists and the long-term leverage of their work.
What you'll Do
- Modernize data science workflows: Help move teams from manual development (e.g., working with spreadsheets or local code) to streamlined, automated, and collaborative workflows that support experimentation, versioning, and deployment.
- Partner with engineering to design systems that allow data science models to be deployed, monitored, and maintained in production, with appropriate ownership by DS teams.
- Make insights and outputs accessible and reusable. Solve the problem of lost or siloed knowledge by designing ways to capture and organize models, analyses, and findings so that others can find and build on past work.
- Enable consistency without limiting flexibility. Find opportunities to standardize how data scientists run models, track results, or document findings, without slowing them down or forcing a one-size-fits-all approach.
- Act as a connector across teams. Bridge the gap between data science, analytics, and engineering - translating needs, shaping priorities, and influencing how infrastructure investments are made.
Required Qualifications
- MS/PhD or equivalent experience in Statistics, Data Science, Economics, Mathematics, Computer Science, or a related quantitative field.
- Has worked directly on building or improving tools, systems, or workflows for data scientists.
- Can understand, reimagine, and connect the dots across messy, end-to-end DS/analytics processes.
- Can influence and align diverse users without formal authority.
- Able to translate DS needs into platform requirements and co-develop solutions with engineers.
- Communicates clearly with both technical and business audiences; knows how to align priorities and set expectations.
- Comfortable taking loosely defined goals and turning them into concrete proposals and roadmaps.
- Hands-on familiarity with data science workflows and pain points
- Knows what it takes to move models from experimentation to live environments with monitoring and ownership.
- Proficiency in Python/R, and cloud platforms (e.g., Azure) for scalable model training and deployment.
- Experience with MLflow for managing E2E ML lifecycle
- Proven ability to build collaborative, multi-functional relationships.
- A curious, motivated approach with a passion for learning new skills, tools, and techniques!
At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).
In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.
State-Specific Notices:
California:
Fair Chance Ordinances
Adobe will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and “fair chance” ordinances.
Colorado:
Application Window Notice
If this role is open to hiring in Colorado (as listed on the job posting), the application window will remain open until at least the date and time stated above in Pacific Time, in compliance with Colorado pay transparency regulations. If this role does not have Colorado listed as a hiring location, no specific application window applies, and the posting may close at any time based on hiring needs.
Massachusetts:
Massachusetts Legal Notice
It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
Internal Opportunities
Creativity, curiosity, and constant learning are celebrated aspects of your career growth journey. We’re glad that you’re pursuing a new opportunity at Adobe!
Put your best foot forward:
1. Update your Resume/CV and Workday profile – don’t forget to include your uniquely ‘Adobe’ experiences and volunteer work.
2. Visit the Internal Mobility page on Inside Adobe to learn more about the process and set up a job alert for roles you’re interested in.
3. Check out these tips to help you prep for interviews.
4. If you are applying for a role outside of your current country, ensure you review the International Resources for Relocating Employees on Inside Adobe, including the impacts to your Benefits, AIP, Equity & Payroll.
Once you apply for a role via Workday, the Talent Team will reach out to you within 2 weeks. If you move into the official interview process with the hiring team, make sure you inform your manager so they can champion your career growth.
At Adobe, you will be immersed in an exceptional work environment that is recognized around the world. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely. If you’re looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog and explore the meaningful benefits we offer.
Adobe is proud to be an Equal Employment Opportunity 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.