Machine Learning Engineer

4 days ago

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Output Inc.

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Output develops innovative software and gear for musicians, composers, producers and sound designers across all genres.

Sound Design • Software Development • Music Production

51 - 200

💰 Series A on 2020-10

Description

• Join us in creating biological reasoning and building foundational models for systems biology • Work alongside our founders and team members to develop and implement cutting-edge AI systems • Design and implement advanced machine learning algorithms to enhance model performance and biological understanding • Develop and fine-tune generative models for biological applications, exploring innovative architectures to capture the complexities • Work on distributed training systems to scale models to billions of parameters • Engineer efficient data pipelines to manage and process massive biological datasets • Develop and implement robust evaluation frameworks for complex biological models

Requirements

• Bachelor's in Computer Science, Machine Learning, or a related technical field • 3+ years of experience in developing and implementing machine learning models • Proficient in Python and have expertise in at least one major deep learning framework (PyTorch, TensorFlow, or JAX) • Experience with deep learning and generative architectures such as transformers, diffusion models, and autoencoders • Skilled in working with large-scale datasets and distributed computing environments • Skilled in scaling models and working with large-scale datasets and distributed computing environments, including experience with AWS for training, inference, and deployment • Strong understanding of machine learning fundamentals, including various model architectures, optimization techniques, and evaluation metrics • Experience in designing and implementing efficient data pipelines for processing and managing large datasets • Experienced in developing robust evaluation frameworks and ensuring data integrity in machine learning projects • Experienced in code organization, version control, and collaborative software development practices • Excellent problem-solving skills and the ability to quickly adapt to new challenges • Proactive approach to problem-solving, thinking beyond the specific task, taking ownership of challenges, and pride in solving them • Mature mindset in ambiguous situations, helping to frame questions and seek clarity while making decisions in the face of uncertainty • Excellent communication skills and can clearly articulate complex technical concepts • Motivated by making a real impact and are committed to tackling problems of significant consequence with determination and creativity

Benefits

• Competitive salary and equity in a growing, well-funded startup • Excellent medical, dental, and vision coverage • Healthy feedback focused environment to help you strive - leadership will have high expectations, regularly share constructive feedback, support you and help you grow, and welcome receiving feedback and ideas from you