5 часов назад
Senior Data Engineer (AI)
145 000 - 190 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Engineer (AI): Building and maintaining scalable data collection systems, distributed pipelines, and data infrastructure for healthcare AI with an accent on Spark, AWS, Metaflow, and data quality. Focus on designing reliable large-scale data platforms, productionizing model-training and monitoring systems, and improving infrastructure performance and security.
Location: Hybrid in San Francisco, United States
Salary: $145,000–$190,000 estimated base salary per year, plus equity
Company
develops artificial intelligence solutions for radiology and healthcare, using proprietary radiology report data to support physicians, reduce errors, and improve patient care.
What you will do
- Design and implement scalable, flexible data architecture using Metaflow and Spark.
- Build and maintain data collection systems, distributed pipelines, data products, and management tools.
- Develop data solutions for model training and production monitoring in collaboration with researchers and stakeholders.
- Own data engineering projects from design and development through maintenance and documentation.
- Implement data validation, monitoring, access controls, and other measures for data quality, integrity, and security.
- Evaluate data technologies and improve the performance, reliability, and stability of data infrastructure.
Requirements
- 5+ years of relevant data engineering experience.
- Expertise designing and developing distributed data pipelines for large-scale datasets.
- Experience designing, productionizing, maintaining, and documenting reliable and scalable data infrastructure and products.
- Hands-on experience with big data processing and analytics on AWS, including Amazon EMR and AWS Batch.
- Experience with Spark, Metaflow, SQL, NoSQL databases, Docker, and Kubernetes.
- Experience with databases such as DynamoDB, Elasticsearch, and PostgreSQL.
Nice to have
- Prior software engineering experience.
- Experience working at an early-stage startup.
- Experience in a HIPAA-compliant environment.
- Experience with machine learning or healthcare-related projects.
Culture & Benefits
- Medical, dental, vision, and life insurance.
- HSA with employer match, FSA, and DCFSA.
- 401(k), 11 paid company holidays, and flexible PTO.
- Annual equipment stipend.
- Annual company-wide offsite and periodic team offsites.
- Culture focused on transparency, inclusion, and close collaboration.
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