
Ai/ML Systems Developer
1 week ago
Job Title: AI/ML Systems Developer
We are seeking a highly skilled and innovative Ai/ML Systems Developer to join our team.
About the Role:
The ideal candidate will design, build, and deploy scalable AI and machine learning models, with a focus on agentic and generative AI (GenAI) and predictive capabilities.
Main Responsibilities:
- Design and development of AI/ML pipelines: Create efficient and modular software in Python, following full software lifecycle practices (design, coding, unit testing, CI/CD).
- Integration with vector databases: Implement embedding layers and vector DB integrations (e.g., Milvus, Weaviate, Redis) for high-perf retrieval and similarity search.
- RAG system architecture: Architect Retrieval-Augmented Generation (RAG) systems integrated into agentic workflows and vector databases for embeddings and retrieval.
- Model deployment and maintenance: Work with FastAPI or equivalent frameworks to expose agent workflows via RESTful APIs.
- Code quality and reliability: Conduct rigorous unit tests and integration tests, owning test coverage and reliability for agent components.
- Staying up-to-date with industry trends: Stay updated with the latest advancements in AI/ML technologies, mentor junior engineers, propose architectural improvements, and participate in code reviews.
Requirements:
- Bachelor's degree in Computer Science, Artificial Intelligence, Machine Learning (or related field /industry), plus 8 years of DevOps experience, or Master's + 6 years of related experience, or PhD + 3 years of related experience.
- Expert-level proficiency in Python, R, or Java, as well as API frameworks (e.g. FastAPI) and AI/ML frameworks and libraries (e.g., Scikit-learn, PyTorch, TensorFlow, etc.).
- Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure) and containerization technologies (e.g., Docker, Kubernetes).
- Strong understanding of ML lifecycle management and model versioning.
- Excellent problem-solving skills with the ability to think critically and creatively.
Preferred Qualifications:
- Experience deploying Google Cloud Services (especially Vertex AI Agents) in production agent environments.
- Familiarity with feature stores, vector databases, or data observability platforms.
- Strong expertise in CI/CD tooling and practices, including hands-on experience with systems like Jenkins, GitLab, ArgoCD, or similar.
- Deep knowledge of Kubernetes, Docker, and cloud-native patterns in AWS, Azure, or GCP.
Benefits:
This role offers a unique opportunity to work on cutting-edge AI/ML projects, collaborate with a talented team, and develop your skills in a dynamic and supportive environment.
What We Offer:
A competitive salary, comprehensive benefits package, and opportunities for professional growth and development.
How to Apply:
Submit your resume and cover letter to apply for this exciting opportunity.
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