Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Leading the end-to-end ML lifecycle for Test Engine to identify flaky tests and optimize build times with an accent on model observability, cost efficiency, and scalable data pipelines. Focus on building robust inference/retraining systems, collaborating with customers on product strategy, and instrumenting production models for high-growth developer environments.
Location: Remote within Australia
provides a fast, reliable, and secure platform for software delivery, used by major global tech companies to scale their engineering workflows.
What you will do
- Partner with customers to identify problems and design meaningful ML-driven product solutions.
- Design, build, and deploy production-grade ML models focusing on scalability and maintainability.
- Drive architectural decisions for the data stack to ensure high performance and cost efficiency.
- Instrument models with observability metrics including latency, throughput, and prediction drift.
- Shape product direction by balancing machine learning innovation with pragmatic software approaches.
Requirements
- 5+ years of experience in the full ML lifecycle including feature engineering, model serving, and monitoring.
- Strong proficiency in SQL and Python.
- Experience with distributed data processing frameworks such as Spark, PySpark, or Flink.
- Hands-on experience with streaming data infrastructure like Kafka or Kinesis.
- Proven ability to work autonomously and drive decisions in a fast-paced environment.
- Comfortable working with cloud environments like AWS and containerized workloads using Docker and Kubernetes.
Culture & Benefits
- Competitive compensation and benefits package.
- Remote-first work culture prioritizing autonomy and collaboration.
- Opportunities for professional growth and technical leadership.
- Inclusive environment focused on supporting engineers in delivering software faster.
- Work alongside a talented, distributed team building world-class developer tooling.
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