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Описание вакансии
Текст:
TL;DR
Senior Data Engineer (AI) (Python, SQL, cloud infrastructure): Building scalable, high-performance data pipelines and architectures for AI model training, feature engineering, and real-time inference with an accent on vector databases, streaming systems, and data reliability. Focus on designing distributed data infrastructure, automating workflows with MLOps and DevOps frameworks, and optimizing structured, semi-structured, and unstructured data processing at scale.
Location: Singapore office; up to one business trip per year may be required.
Company
Razer is a global gaming company developing gamer-centric products and AI-driven applications.
What you will do
- Lead the design and development of robust, scalable data pipelines for AI and machine learning workloads.
- Design data architectures supporting model training, feature stores, vector databases, and real-time streaming.
- Build high-performance pipelines for structured, semi-structured, and unstructured data.
- Implement data quality, lineage, security, compliance, and reproducibility practices.
- Automate data workflows and integrate them with DevOps and MLOps frameworks.
- Collaborate with data scientists, AI/ML engineers, and platform teams to optimize feature extraction, data labeling, and inference pipelines.
Requirements
- 3+ years of data engineering experience focused on AI/ML-driven data architectures.
- Hands-on experience with vector or graph databases, including Neo4j.
- Strong programming skills in Python and SQL.
- Experience with AWS, Azure, or Google Cloud; Terraform; Docker; and Kubernetes.
- Experience with Airflow or Prefect, Spark or Dask, and dbt.
- Bachelor’s or master’s degree in computer science, data engineering, AI/ML, or a related field.
Nice to have
- Knowledge of distributed computing, data mesh architectures, and next-generation storage solutions.
- Experience with network infrastructure and event-driven real-time AI inference pipelines.
- Understanding of generative AI technologies and their applications.
Culture & Benefits
- Work with a global team distributed across five continents.
- Operate in a fast-paced, high-pressure, agile environment.
- Opportunity to work on globally impactful, AI-driven gaming products.
- Support for continuous learning and keeping up with advances in data engineering.
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