Adobe

Lead Customer Facing Applied AI Engineer

Adobe  •  $173k - $307k/yr  •  San Jose, CA (Onsite)  •  4 months ago
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AI Success™

Job Description

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!

The Team:You will be joining the newly formed Forward Deployment Engineering (FDE) team within Adobe’s Digital Experience organization. As part of a key innovation initiative, our mandate is to bridge the gap between product engineering and real-world implementation. We are a team of world-class AI and traditionalengineersdedicated to solving the most complex challenges for the world's largest companies, ensuring they extract maximum value from the Adobe ecosystem.

The Opportunity:This is an opportunity to be a technical ambassador for Adobe. You will split your time between deep technical work and on-site collaboration with the engineering teams of global industry leaders. If you are passionate about customer empathy and technical excellence, this role offers the best of both worlds: the excitement of a startup-style environment with the resources and scale of Adobe. Come help us build the future of digital experiences, one customer success story at a time.

What You'll Do: 

  • Implement A2A integration patterns(APIs, webhooks, event streams, connectors) so customers can plug our AI capabilities into their existing applications and workflows.

  • Create reusable SDKs, templates, and reference implementations that reduce friction for customers adopting our AI features.

  • Act like a data analyst for model behavior

  • Query logs and metrics (SQL, notebooks, dashboards) to understand how models and prompts are performing in production.

  • Investigate failure modes, edge cases, and drift (e.g., low-quality responses, latency spikes, low adoption).

  • Segment metrics by customer, cohort, use case, or configuration to find patterns and opportunities.

  • Design andmaintainevaluation pipelinesfor AI features:

  • Define success metrics and guardrails.

  • Set up offline and online evaluation (test sets, acceptance thresholds, user rating flows, A/B tests).

  • Instrument AI features with strong observability and testing:

  • Logging of inputs/outputs with privacy in mind.

  • Traces/timelines of model calls, retrieval steps, and downstream effects.

  • Dashboards and alerts for quality, performance, and usage.

  • Design and implement AI-backed services and APIs in Python using PyTorchor similar frameworks

  • Work with customer-facing teams (Customer Success, Solutions, Forward Deployed) to:

  • Turn customer feedback and production data into prioritized improvements.

  • Provide clear, data-backed insights onwhat’sworking,what’snot, and why.

  • Join customer calls and workshops to:

  • Understand their systems, integration constraints, and success criteria.

  • Guide them on how best to use our APIs, SDKs, and observability tools.

  • Act as a bridge between customer needs and internal product/engineering, ensuring what we build is usable, measurable, and scalableacross many customers.

What You Bring: 

  • 8+ yearsof software engineering experience with 2+ years working with ML/AI or LLM-based applications

  • An inventive mind that is looking for the best solutions to the most interesting problemsThis involves abuild-first mentalitythat seeks answers inthe practical application

  • A strong senseof mentorshipandteam building to groweveryone’s roles.

  • Current understanding of the state of AIandareaggressivelykeeping up on the latestdevelopmentsYou should be able to articulate the benefits ofdifferent architectural options.

  • Expertisein Python, including hands-on work withPyTorchor similar frameworks (TensorFlow, JAX, etc.).

  • Familiarity with A2A (application-to-application) integration patterns

  • REST/gRPCAPIs, webhooks, queues, or event-driven systems.

  • Authentication, rate limits, and basic reliability patterns.

  • Comfortable with data-analyst-style work

  • Writing SQL and working with analytics tools/notebooks.

  • Building or interpreting dashboards (e.g., metrics for model quality, latency, usage).

  • Turning data into clear, actionable recommendations.

  • Be willing to dive into implementationwith a customer to make sure they are maximizing their use of AI.

  • Experience with at least one cloud platform (AWS / GCP / Azure) and standard dev tooling (Git, CI/CD, Docker).

  • Exposure to LLM applications(RAG, agents, prompt pipelines) and their evaluation.

  • Experience with logging/observability stacks (e.g.,OpenTelemetry, Prometheus/Grafana, Datadog, etc.).

  • Familiarity withMLOps/LLMOpsconcepts:evaluationharnesses, prompt/version management, feature flags, or canary rollouts.

  • Proficiencyin Java/Scala, along with associated frameworks

  • Proventrack recordof shipping production featuresand iterating based on real-world feedback.

  • Strong communicationskills with the ability to explain technical details and data insights to customers and non-ML stakeholders.

  • Comfortable with 10%-25% travel to build relationships with customers

Desired Extras: 

  • Published technical writing or other communication

  • A background in SaaS software

  • Priorworkin customer-facing technical rolesor close collaboration with Customer Success / Solutions / Forward Deployed Engineering teams.

  • Marketing or CRM domain knowledge

Our compensation reflects the cost of labor across several  U.S. geographic markets, and we pay differently based on those defined markets. The U.S. pay range for this position is $172,500 -- $306,625 annually. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.

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

There is no deadline to apply to this job posting because Adobe accepts applications for this role on an ongoing basis. The posting will remain open based on hiring needs and position availability.

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.

Adobe is proud to be anEqual 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, emailaccommodations@adobe.com or call (408) 536-3015.

Adobe

About Adobe

Adobe is the global leader in digital media and digital marketing solutions. Our creative, marketing and document solutions empower everyone – from emerging artists to global brands – to bring digital creations to life and deliver immersive, compelling experiences to the right person at the right moment for the best results. In short, Adobe is everywhere, and we’re changing the world through digital experiences.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
San Jose, CA
Year Founded
1982
Website
adobe.com
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