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Senior Mlops Engineer

Senior Mlops Engineer
Company:

Recursion


Details of the offer

The Impact You'll MakeAs a Senior MLOps Engineer, you will be building a platform that accelerates drug discovery with machine learning for a wide variety of use cases with respect to data modality, model architecture, and model size. By leveraging your experience in machine learning, software engineering, infrastructure, and data, you will:Build our machine learning platform from a mixture of off-the-shelf and custom tooling as needed to enable the full model lifecycle from development through deploymentPartner with ML teams actively developing models to onboard them to platform capabilitiesContinuously optimize the platform to support our emerging machine learning research capabilities and evolving use case needsSteer the direction for ML tooling, improve technical standard and advocate for best practicesInspire your team and stakeholders alike to find the best outcome by facilitating constructive dialogue, reconciling perspectives into a unified viewYou will not:Be responsible for developing machine learning modelsLocationThis position is based at our office in Toronto, Canada, London, United Kingdom, OR our headquarters in Salt Lake City, Utah. The Team You'll Join The ML Infra team vision is to build and maintain a centralized platform composed of best-in-class tooling for doing machine learning. We strive to make machine learning easy and accessible across the organization by offering low barrier-to-entry solutions for building machine learning pipelines from development through deployment. In a rapidly evolving landscape of ML Ops tooling, we aim to foster a culture of continuous learning and growth to stay informed of emerging technologies, and prudently incorporate them into the platform as makes sense for Recursion's dynamic portfolio of use cases. We seek to integrate with the Data Platform and HPC to fully leverage the power of the Recursion OS.The Experience You'll NeedExperience designing and building large distributed systems with elegant interfaces that can scale easilyProficiency with the full lifecycle of ML and software development in production, including:Data preparation, model training, evaluation, deployment, and monitoringReleasing, and maintaining mature ML productsAuthoring well tested, scalable, documented code, peer reviews, CI/CDAbility to own projects in a collaborative open environmentAbility to be a mentor, coach, and sponsor to peers and colleaguesNice to haves: PyTorch, NumPy, Pandas, GCP, Hybrid Cloud, Linux, CUDA, Docker, Kubernetes, SLURM, BigQuery, large scale distributed systemsHow You'll be SupportedA member of the ML Infra team will be your trail guide to ensure smooth onboarding You will be encouraged to attend one conference of your choice per year paid for by Recursion in support of our value of 'We Learn'You will be provided opportunities to share your work and teach others new skills through weekly initiatives like Friday Wins and Tech TalksYou will have the option to participate in coaching like BetterUp for leadership skills and development programsOur team will get together in person once a quarter (usually in Salt Lake or Toronto) to build alignment and motivation as well as spend quality time with one another#LI-CP1


Source: Greenhouse

Requirements

Senior Mlops Engineer
Company:

Recursion


Built at: 2024-06-02T14:35:42.231Z