Machine Learning Engineer 4
Adobe
2 - 5 years
Bengaluru
Posted: 26/10/2025
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!
Senior Machine Learning Engineer – Adobe Experience Platform
Our Company
The Opportunity
Job Responsibilities
- Lead the technical design, implementation, and evolution of AEP Knowledge Base and Agentic AI systems.
- Design and deploy high-performance, low-latency distributed systems that scale globally.
- Work hands-on with foundation models (OpenAI, Anthropic, Llama, Gemini) and model adaptation techniques.
- Architect RAG (Retrieval-Augmented Generation) pipelines and optimize vector databases (FAISS, Pinecone, Weaviate, Milvus) for enterprise-grade AI solutions.
- Build evaluation, safety, and guardrail frameworks for responsible AI.
- Collaborate closely with research, platform, and product teams to integrate innovative AI into customer-facing solutions.
- Mentor engineers, drive technical excellence, and foster a culture of continuous learning.
- (Bonus) Contribute to or lead open-source initiatives in the LLM or agent ecosystem.
What you will need to succeed
- 6+ years of experience designing and developing large-scale, data-intensive distributed systems.
- 2+ years in technical leadership roles, driving architecture and mentoring teams.
- Expertise in vector databases (Pinecone, Weaviate, Milvus) and agent frameworks (LangChain, LlamaIndex, AutoGen, Haystack Agents, Semantic Kernel).
- Hands-on experience with public cloud platforms (Azure, AWS, or GCP).
- Strong background in relational databases (PostgreSQL, MySQL).
- Proficiency in Java, Scala, or Python, and a deep understanding of algorithms and data structures.
- A strong sense of ownership and cost-conscious design for compute and memory efficiency.
- Excellent communication skills and the ability to collaborate effectively with multi-functional teams.
- Bachelor’s, Master’s, or PhD in Computer Science or a related technical field with equivalent experience.
Why Adobe
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.
About Company
Adobe is a multinational software company best known for creative tools like Photoshop, Illustrator, and Acrobat. Its products are used in digital media creation, document management, and e-signatures. Adobe has also expanded into cloud-based services, providing solutions for marketing, analytics, and design.
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