
Data Solutions Architect
Há 4 dias
We are seeking a skilled professional to fill the role of Data and ML Engineer.
Key Responsibilities:- Design, develop, and maintain scalable data pipelines and infrastructure to support analytics, reporting, and decision-making.
- Build and optimize data systems and architectures for real-time and batch processing.
- Develop AI agents using LLMs, multi-agent frameworks, and advanced prompting strategies.
- Build and maintain vector databases and embedding pipelines for semantic search and RAG.
- Integrate search engines and retrieval systems with AI agents.
- Develop and manage data models, schemas, and integration strategies.
- Ensure data quality, consistency, and security across all platforms.
- Work with cloud technologies (AWS, Azure, GCP) to deploy and manage solutions.
- Monitor and troubleshoot data infrastructure performance.
- Document data flows, processes, and best practices.
- Bachelor's or Master's degree in Computer Science, Data/ML Engineering, or related field.
- Strong knowledge of SQL and Python.
- Experience with ML libraries (Transformers, LangChain) and foundation models (GPT, Claude, etc.).
- Background in Machine Learning, statistical data processing, and distributed ETL pipelines.
- Familiarity with data warehousing, big data technologies (e.g., Spark), and data lakes.
- Hands-on experience with cloud-based data services (AWS Glue, Azure Data Factory, GCP Dataflow).
- Knowledge of Elasticsearch/OpenSearch integration and optimization.
- Strong problem-solving skills and attention to detail.
- 3+ years of experience in ML engineering, including work with generative AI.
- Knowledge of transformer architectures and attention mechanisms.
- Experience with Docker/Kubernetes for deployment and orchestration.
- Familiarity with CI/CD pipelines and version control (Git).
- Relevant certifications (AWS, Google Cloud, etc.).
At our organization, we believe in diversity, equity, and inclusion. We encourage applicants from various backgrounds to join our team.
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