4 дня назад
Data Infrastructure Engineer (AI)
300 000 - 400 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Infrastructure Engineer (AI): Building and operating scalable infrastructure for distributed LLM training pipelines, multimodal data catalogs, and petabyte-scale processing systems with an accent on distributed compute, data orchestration, storage, and data quality. Focus on designing high-throughput ingestion and transformation systems, scaling deduplication and search, and ensuring traceability, monitoring, and reproducibility across the data lifecycle.
Location: On-site in San Francisco, California; the listing also mentions New York.
Annual salary: $300,000–$400,000 USD, depending on background, skills, and experience.
Company
Thinking Machines Lab builds AI systems designed to extend human will and judgment, including frontier models, model customization tools, and human-AI interfaces.
What you will do
- Design, build, and operate fault-tolerant infrastructure for LLM research, including distributed compute, data orchestration, and multimodal storage.
- Develop high-throughput systems for data ingestion, processing, transformation, training data catalogs, deduplication, quality checks, and search.
- Build traceability, reproducibility, and quality-control systems across the data lifecycle.
- Implement monitoring and alerting for platform reliability and performance.
- Collaborate with research teams to improve data quality, accelerate experiments, and shorten training cycles.
Requirements
- Bachelor’s degree or equivalent experience in computer science, engineering, or a related field.
- Proficiency in at least one backend language: Python or Rust.
- Fluency with distributed compute frameworks such as Apache Spark or Ray.
- Strong familiarity with cloud infrastructure, data lake architectures, and batch and streaming pipelines.
- Experience with Kafka, dbt, Terraform, Airflow, web crawlers, deduplication, data mining, search, file formats, and storage systems such as Parquet and Delta Lake.
- Ability to own projects end-to-end, work across technology stacks, and collaborate with research and cross-functional teams.
Culture & Benefits
- Small, high-impact engineering team working closely with researchers and subject matter experts.
- Generous health, dental, and vision benefits.
- Unlimited paid time off and paid parental leave.
- Documentation, testing, and teammate-enablement are emphasized.
- Visa sponsorship is available, with support through the visa process for qualified candidates.
- Relocation support is available as needed.
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