Senior ML Ops Engineer
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SeniorFull-time
#246589·Dodano 30.12.2024·146
Źródło: Intuition Machines, Inc.Tech Stack / Keywords
AISecurityBackendSoftware DevelopmentPythonKafkaSQLNoSQL
Firma i stanowisko
Intuition Machines is growing rapidly. The company builds enterprise security products using AI/ML, serving hundreds of millions of people globally with a distributed team. Their best-known product is the hCaptcha security suite.
Wymagania
- Minimum 3 years experience in data roles involving designing data stores, feature engineering, and building reliable high-load data pipelines.
- At least 2 years professional software development experience outside data engineering.
- Proficient in Python and experienced with Kafka infrastructure and distributed data systems.
- Deep understanding of SQL and NoSQL databases, preferably Clickhouse.
- Familiarity with public cloud providers (AWS or Azure).
- Experience with CI/CD and orchestration platforms: Kubernetes, containerization, and microservice design.
- Ability to make independent decisions regarding data processing strategy and architecture.
- Self-directed and effective in fast-paced environments.
Nice to have:
- Experience collaborating across ML, backend, and frontend teams.
- Understanding of machine learning fundamentals, including model training, inference, and frameworks such as PyTorch or TensorFlow.
Obowiązki
- Maintain, extend, and improve existing data/ML workflows and implement new ones for high-velocity data.
- Provide interfaces and systems enabling ML engineers and researchers to build datasets on demand.
- Influence data storage and processing strategies.
- Collaborate with ML, frontend, and backend teams to build out the data platform.
- Reduce time-to-deployment for dashboards and ML models.
- Establish best practices and develop pipelines and software to enable efficient dataset building and usage.
- Work with large datasets under significant performance constraints.
- Iterate quickly with a focus on shipping early and often.
Benefity
- Fully remote position with flexible working hours.
- Collaborate with an inspiring, distributed global team.
- Modern development and deployment workflows enabling rapid shipping.
- High impact role with a large user base and cutting-edge R&D.
- Flat organization with direct customer team interaction.
Elastyczne godziny
Inne informacje
All positions require pre-employment screening, including third-party verification of work history, education, identity, and a final in-person interview with identity verification in the candidate's country of residence. The company celebrates equality of opportunity and inclusivity.
Intuition Machines, Inc.
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