Architect AI ML (Generative AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Architect AI ML (Generative AI): Designing and overseeing the technical blueprint for scalable AI, Gen AI, and Agentic AI solutions with an accent on MLOps, RAG systems, and cloud-native AI tool integration. Focus on aligning AI initiatives with business goals, evaluating emerging AI technologies, and mentoring technical teams to deliver enterprise-grade AI products.
Location: Remote (United States)
Company
A global software development firm providing high-impact technical services and AI innovation for diverse enterprise clients.
What you will do
- Define end-to-end architecture for AI/ML, Generative AI, Agentic AI, and MCP systems, including data pipelines and model training.
- Serve as a strategic consultant to clients, leading solution design discussions and presenting AI/ML architectures.
- Architect scalable cloud-native solutions using Azure ML, AWS SageMaker, or GCP Vertex AI.
- Integrate LLMs into enterprise applications using APIs (OpenAI, Gemini) or open-source models like Llama.
- Design retrieval-augmented generation (RAG) systems utilizing vector databases such as Pinecone, Weaviate, or FAISS.
- Guide teams on MLOps frameworks for CI/CD, model versioning, monitoring, and automated retraining.
Requirements
- Master's or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
- 15+ years of industry experience in machine learning, data science, and AI with a track record of delivering impactful projects.
- Proficiency in Python and ML libraries including scikit-learn, PyTorch, and TensorFlow.
- Hands-on experience with Gen AI APIs, prompt engineering, embeddings, and fine-tuning.
- Experience with MLOps tools (MLflow, Kubeflow) and containerization (Docker, Kubernetes).
- Must be based in the United States to be eligible for the provided benefits package.
Nice to have
- Experience integrating AI/ML components into commercial software products.
- Experience managing huge datasets in a production environment.
- Published research in top-tier AI/ML conferences or journals.
Culture & Benefits
- Comprehensive US benefits package including 100% company-funded medical and dental coverage for employees and dependents.
- Unlimited PTO to support work-life balance.
- Company-paid disability and life insurance.
- Generous Parental Leave.
- Dedicated annual focus on physical and mental wellbeing.
- Culture based on open collaboration, intrinsic dignity, and continuous improvement.
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