ML Engineer, Generative AI Innovation Center
1 tydzień temu
ML Engineer, Generative AI Innovation Center Join to apply for the ML Engineer, Generative AI Innovation Center role at Amazon Web Services (AWS) Description The Generative AI Innovation Center at AWS empowers customers to harness state‑of‑the‑art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine‑tune and deploy customized generative AI applications at scale. We also work closely with foundational model providers to optimise AI models for Amazon Silicon, enhancing performance and efficiency. As an ML Engineer on our team, you will work with clients, partners and other AWS teams to drive the development of custom Large Language Models (LLMs) across languages, domains, and modalities. You will be responsible for fine‑tuning state‑of‑the‑art LLMs for diverse use cases while optimising models for high‑performance deployment on AWS’s custom AI accelerators. This role offers an opportunity to innovate at the forefront of AI, tackling end‑to‑end LLM training pipelines at massive scale and delivering next‑generation AI solutions for top AWS clients. Key job responsibilities Large‑Scale Training Pipelines: Design and implement distributed training pipelines for LLMs using tools such as Fully Sharded Data Parallel (FSDP) and DeepSpeed, ensuring scalability and efficiency. LLM Customisation & Fine‑Tuning: Adapt LLMs for new languages, domains, and vision applications through continued pre‑training, fine‑tuning, and Reinforcement Learning with Human Feedback (RLHF). Model Optimisation on AWS Silicon: Optimise AI models for deployment on AWS Inferentia and Trainium, leveraging the AWS Neuron SDK and developing custom kernels for enhanced performance. Customer Collaboration: Interact with enterprise customers and foundational model providers to understand their business and technical challenges, co‑developing tailored generative AI solutions. Define a path to production for generative AI solutions and implement large‑scale production generative AI solutions. Basic Qualifications 3+ years of non‑internship professional software development experience. 2+ years of non‑internship design or architecture experience (design patterns, reliability and scaling) of new and existing systems. Experience programming with at least one software programming language. Hands‑on experience with deep learning and/or machine learning methods (e.g. for training, fine‑tuning, and inference). Hands‑on experience with generative AI technology. Preferred Qualifications Hands‑on experience with at least one ML library or framework. 2+ years of professional experience in developing, deploying or optimising ML models. 2+ years of professional experience in the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations. Amazon is an equal opportunities employer Amazon is an equal opportunities employer. We believe passionately that employing a diverse workforce is central to our success. We make recruiting decisions based on your experience and skills. We value your passion to discover, invent, simplify and build. Protecting your privacy and the security of your data is a longstanding top priority for Amazon. Please consult our Privacy Notice to know more about how we collect, use and
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Warszawa, Polska Amazon Web Services (AWS) Pełny etatSenior ML Engineer, Generative AI Innovation Center Join to apply for the Senior ML Engineer, Generative AI Innovation Center role at Amazon Web Services (AWS) Senior ML Engineer, Generative AI Innovation Center Join to apply for the Senior ML Engineer, Generative AI Innovation Center role at Amazon Web Services (AWS) DescriptionThe Generative AI Innovation...
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ML Engineer: Generative AI at Scale
1 tydzień temu
Warszawa, Polska Amazon Web Services (AWS) Pełny etatA global technology leader in Poland seeks an experienced ML Engineer for their Generative AI Innovation Center. The role involves developing and optimising custom large language models across various domains while ensuring high-performance deployment. The ideal candidate has at least 3 years in software development, with hands-on experience in deep learning...
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ML Engineer, Generative AI Innovation Center
6 dni temu
Warszawa, Polska Amazon Pełny etatML Engineer, Generative AI Innovation Center Job ID: | AWS EMEA SARL (Poland Branch) The Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries...
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Polska Amazon Pełny etatDescription The Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine-tune and deploy customized generative AI applications at scale....
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska Amazon Pełny etatThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine-tune and deploy customized generative AI applications at scale....
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska Amazon Pełny etatThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine-tune and deploy customized generative AI applications at scale....
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska myGwork - LGBTQ+ Business Community Pełny etatThis job is with Amazon, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly.DescriptionThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our...
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska myGwork - LGBTQ+ Business Community Pełny etat 600 000 zł - 1 200 000 zł rocznieThis job is with Amazon, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly.DescriptionThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our...
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska Amazon Web Services Pełny etatDESCRIPTIONThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine-tune and deploy customized generative AI applications at scale....
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ML Engineer, Generative AI Innovation Center
2 tygodni temu
Warszawa, Mazovia, Polska Amazon Web Services (AWS) Pełny etatDescriptionThe Generative AI Innovation Center at AWS empowers customers to harness state of the art AI technologies for transformative business opportunities. Our multidisciplinary team of strategists, scientists, engineers, and architects collaborates with customers across industries to fine-tune and deploy customized generative AI applications at scale....
