Establish pipelines and frameworks that allow research models to move seamlessly into production, enabling RAG-based apps and agentic workflows to be deployed reliably, and ensuring services are scalable, secure, and easy to integrate across teams.
Requirements
- Proven must have experience building and deploying RAG pipelines using embedding models and vector search.
- Must have hands-on experience with vector databases such as FAISS, Pinecone, Weaviate, or Milvus.
- Must have experience with agent orchestration frameworks (LangChain, CrewAI, LangGraph, AutoGen etc ).
- Strong background in cloud-native software engineering and microservices architecture.
- Programming : Advanced Python skills; familiarity with C++, Java, or .NET is a plus.
- Cloud Platforms : Proficiency with AWS services (S3, Lambda, ECS, SageMaker, etc.).
- Experience building observability systems for agent performance tracking (e.g., Prometheus, Grafana, OpenTelemetry).
Responsibilities
- You establish pipelines and frameworks that allow research models to move seamlessly into production.
- You enable RAG-based apps and agentic workflows to be deployed reliably.
- You ensure services are scalable, secure, and easy to integrate across teams.
- You provide clarity on how different ML models fit different business problems.
- Integration expertise: You can take research outputs and turn them into production-ready APIs and applications.
- ML/GenAI awareness: You understand which types of models are used for which problems, and can connect them effectively to real-world data.
- System design: You know how to containerize, scale, and monitor services.
Other
- Learning from and sharing knowledge and skills with your peers to enhance the team's total impact to the organization.
- Communicate complex technical concepts to non-technical stakeholders.
- Collaborative mindset with strong communication and problem-solving skills.
- Equal Opportunity Employer: Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Age, Genetic Information, Disability, Protected Veteran Status, or any other legally protected group status.
- At Randstad Digital, we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants. If you require a reasonable accommodation to make your application or interview experience a great one, please contact HRsupport@randstadusa.com.
