Member of Technical Staff, AI Data
Job Summary
Job Description
Microsoft AI is seeking a Member of Technical Staff to contribute to the creation of the world's most advanced multimodal dataset. This role involves designing and developing data pipelines for massive amounts of multi-modal data (text, audio, images, video), building and maintaining infrastructure to store and process petabytes of data, and collaborating with pre-training and post-training teams to improve data quality. Responsibilities include partnering with product teams and researchers to identify model gaps, ensuring data quality through rigorous experimentation, and contributing to the development of AI models for the consumer Copilot experience. The ideal candidate is passionate about data's role in large-scale AI, thrives in a fast-paced environment, and possesses a high degree of craftsmanship.
Must have:
- Large-scale data engineering experience (AI focus preferred)
- Expertise in Spark, Kubernetes, or similar technologies
- Data pipeline design and development
- Collaboration with cross-functional teams
5 skills required
Job Details
Job Description
Help build the world’s most advanced multimodal dataset at Microsoft AI
We are on a mission to create the largest and most advanced multimodal dataset in the world. This dataset, spanning all modalities from across the web and beyond, will power the training of the world’s most capable AI frontier models, pushing the boundaries of scale, performance, and product deployment.
The AI Data team at Microsoft AI is responsible for all aspects of data preparation to support our model pre-training operations, including collecting data from the source, extracting and transforming the most useful data, and understanding the impact of changes to data by training and evaluating new models. We are an interdisciplinary team of engineers and scientists, learning from each other, and collaborating to create the best models and products. We work closely with the teams that transform pre-trained models into the models that power the consumer Copilot experience.
We are looking for outstanding individuals excited about contributing to the next generation of systems that will transform the field. In particular, we are looking for candidates who:
- Are passionate about the role of data in large-scale AI model training
- Will thrive in a highly collaborative, fast-paced environment
- Have a high degree of craftsmanship and pay close attention to details
- Demonstrate a proactive attitude and enthusiasm for exploring new methods and technologies
- Effectively manage multiple responsibilities and can adjust to shifting priorities.
Responsibilities
- Design and develop data pipelines that ingest enormous amounts of multi-modal training data (text, audio, images, video).
- Build and maintain cutting-edge infrastructure that can store and process the petabytes of data needed to power models.
- Partner with the pretraining and post-training teams to improve our data recipe by rigorous and careful experimentation.
- Collaborate with the product team and other engineers and researchers across Microsoft AI to identify gaps in the current generation of models.
- Embody our and .
Required/Minimum Qualifications
- Bachelor's Degree in Computer Science, Math, Software Engineering, Computer Engineering, or related field AND experience in business analytics, data science, software development, data modelling or data engineering work
- OR equivalent experience.
- Expertise in large scale data engineering ideally applied to AI
- Expertise in Spark, Kubernetes or similar.
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