Description
As a Senior Applied ML/AI Engineer at Databricks, you will apply machine learning and optimisation algorithms to improve the usability and efficiency of the current AutoML and several other user-facing products.
From statistical models all the way down to deep and foundational models, feature augmentation and auto-tuning, our Applied ML/AI team works on some of the most complex, most interesting problems facing businesses, making Databricks' infrastructure and products as performant and cost-efficient as possible.
This is a high-impact problem as our customers look at us to deliver the most out of their data.
Key responsibilities include:
- Building features and running end-to-end systems in a small team of experienced engineers and data scientists.
- Shaping the direction of our applied ML investment by engaging with engineering and product teams across the company.
- Driving the development and deployment of state-of-the-art ML/AI models and systems that directly impact the capabilities and performance of Databricks’ products, infrastructure, and services.
- Architecting and implementing robust, scalable ML infrastructure, including model training and serving components to support seamless integration of AI/ML models into production environments.
- Working on novel modeling techniques in the field of ML for forecasting.
What we look for:
- 2-8 years of machine learning engineering experience in high-velocity, high-growth companies.
- Strong understanding of both computer systems and statistics.
- Experience developing AI/ML systems at scale in production.
- Strong track record of ML modeling that goes beyond using standard libraries.
- Strong coding and software engineering skills, and familiarity with software engineering principles around testing, code reviews, and deployment.
- A large breadth of knowledge or willingness to develop mathematical modelling beyond the ML.
Why Join Us?
At Databricks, we are building state-of-the-art AI solutions that redefine how users interact with data and our products. You’ll have the opportunity to shape the future of AI-driven products at Databricks, work with cutting-edge models, and collaborate with a world-class team of AI and ML experts.
If you're excited about pushing the boundaries of AI in real-world applications, we’d love to hear from you!