Machine Learning Engineer AI Orchestration

Bucharest - Romania

Monthly Salary: Not Disclosed

Posted on: 15 hours ago

Vacancies: 1 Vacancy

Job Summary

Our Company

Changing the world through digital experiences is what Adobes all about. We give everyonefrom emerging artists to global brandseverything they need to design and deliver exceptional digital experiences! Were passionate about empowering people to create beautiful and powerful images videos and apps and transform how companies interact with customers across every screen.

Were 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 Opportunity:

Picture a day where every digital interaction you have from the media you consume to the online shopping you do is influenced by Adobes innovative solutions. We are pleased to offer an outstanding opportunity for a Machine Learning Engineer to join our Adobe Agent Orchestrator Platform team in Bucharest.

The Agent Orchestrator Platform sits at the heart of our agentic AI systems enabling intelligent automation workflow coordination and autonomous decision-making at scale.

Youll contribute directly to scaling our AI strategy by developing and optimizing ML models building intelligent agent behaviors and ensuring powerful performance in production environments.

What Youll Do:

Design develop and deploy machine learning models that power Adobes Agent Orchestrator Platform enabling intelligent decision-making and autonomous agent behaviors in a large-scale multi-cloud environment.
Research and implement modern techniques in LLM fine-tuning prompt engineering and retrieval-augmented generation to optimize agent performance.
Build and maintain ML pipelines for model training evaluation deployment and monitoring ensuring reliability and scalability.
Conduct experiments and A/B tests to evaluate model performance measure business impact and continuously improve agent intelligence.
Implement MLOps guidelines including model versioning monitoring retraining pipelines and performance tracking.
Mentor team members on ML guidelines model optimization techniques and responsible AI principles.
Stay ahead with the latest research in LLMs and agent-based AI applying innovations to production systems.
Drive ML projects from conception to production with clarity and precision maintaining strong ownership and direction.

What Youll Need to Succeed:

Masters or PhD in Computer Science Machine Learning AI or related field and/or 3-5 years of relevant ML engineering experience.
Strong proficiency in Python and deep learning frameworks (PyTorch TensorFlow).
Expert-level knowledge of LLM architectures fine-tuning techniques and prompt engineering strategies.
Hands-on experience with LLM frameworks and tools (e.g. OpenAI APIs Anthropic Claude LangChain etc.).
Proven track record of building and deploying ML models in production environments.
Strong understanding of ML fundamentals including model evaluation feature engineering and experiment design.
Experience with RAG pipelines vector databases and semantic search.
Proficiency in MLOps tools and practices (MLflow Weights & Biases Kubeflow model serving frameworks).
Experience with cloud ML platforms (AWS SageMaker Azure ML).
Excellent analytical and problem-solving skills with ability to interpret model behavior and debug complex systems.
Excellent communication skills both verbal and written with ability to explain complex ML concepts to non-technical partners.
Proficiency in English both written and spoken.
Familiarity with Agile/Scrum project management methodologies.

Nice to Have:

Publications or contributions to ML/AI research.
Knowledge of responsible AI model interpretability and bias mitigation techniques.
Experience with agent-based simulation and planning algorithms.
Experience with distributed training and large-scale model fine-tuning.

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Our CompanyChanging the world through digital experiences is what Adobes all about. We give everyonefrom emerging artists to global brandseverything they need to design and deliver exceptional digital experiences! Were passionate about empowering people to create beautiful and powerful images videos...