Applied ML Engineer | Ingénieur(e) en ML appliquée

July 18

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MaintainX

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Manage your maintenance and operations without the paper stacks.

maintenance software • cmms • work order management • mobile maintenance manager • preventative maintenance

51 - 200

💰 $39M Series B on 2021-06

Description

• Work with cloud, data lake, and data warehouse platforms to efficiently manage and process large datasets. • Perform exploratory data analysis (EDA) and experiment with various model architectures to uncover insights and inform model development. • Design, develop, and deploy machine learning models to solve complex business problems in production environments. • Implement and optimize algorithms for performance and scalability, ensuring efficient end-to-end solutions, including backend services and data pipelines. • Ensure seamless integration of AI models with web applications and other front-end components. • Collaborate with product managers, engineers, and other stakeholders to define product requirements and specifications. • Collaborate in the deployment of AI/ML products to production, ensuring robustness, scalability, and reliability, and continuously monitor and maintain deployed models, addressing any issues and improving performance.

Requirements

• Solid understanding of machine learning and deep learning (including LLMs). • 5+ years of proven programming skills using standard ML tools such as C/C++, Python, PyTorch, Tensorflow, HuggingFace, etc. • Hands-on experience working (training, fine-tuning, optimizing, deploying) with large language models. • Hands-on experience applying common machine learning optimization techniques, like quantization and distillation, to reduce resource consumption and/or eliminate latency. • Master's/ PhD in Computer Science, Machine Learning, Data Science, or a related field.

Benefits

• Competitive salary and meaningful equity opportunities. • Healthcare, dental, and vision coverage. • 401(k) / RRSP enrollment program. • Take what you need PTO. • A Work Culture where: • You’ll work alongside folks across the globe that reflect the MaintainX values: Smart Humble Optimists. • We believe in meritocracy, where ideas and effort are publicly celebrated.