ML Security Senior Engineer
Security
ML Security Senior Engineer
Berlin
Type of work
Undetermined
Experience
Senior
Employment Type
B2B
Operating mode
Remote
Tech stack
Python
JavaScript
Information Security
Distributed systems
Deep Learning
PyTorch
Job description
Online interview
We are looking for uniquely talented applicants with a strong track record and expert level skills at the intersection of AI/Machine Learning, scalable software, and cybersecurity.
At IMI our products cross these domains, with a mix of engineers operating large scale distributed systems that deliver real time performance to hundreds of millions of users, and ML specialists researching and implementing the latest developments in areas from semi-supervised and active learning for visual domain perception, anomaly detection, and beyond. Our products and services are used by many of the largest companies in the world, and adoption is rapidly growing.
In this role you will work on critical production infrastructure that supports security features of our customer facing products. You will be able to adapt and architect solutions that fit with our existing codebases, as well as design novel techniques using the latest Deep Learning techniques to support these features. Moreover, you will need to work on dynamically evolving systems, threat models, and customer requirements.
Skills, attributes & experience:
Skills, attributes & experience:
- Knowledge of Python and Javascript will be essential, in addition to specializations with up to date DL frameworks such as Pytorch or Tensorflow, and work with for example, generative models, sequence-to-sequence approaches (RNNs, Transformers), automatic code generation, anomaly detection, and large scale distributed GPU or TPU based training.
- Familiarity with production environments, CI/CD, devops tools, Kubernetes, Rust, test-driven development, and writing reliable, well documented code will also be helpful.
- You will be working closely with a distributed team of veteran subject matter experts. You should be excited to solve problems, think in unconvential ways, and develop tools to identify novel ways to extract signals automatically from huge volumes of data. You will work to push forward the field and demonstrate the ability to be a thought leader rather than follower.
- A self-motived, driven and inquisitive mindset is essential for this role; showcasing example projects in the security/ML space will also be beneficial. Experience at other startups or companies in the security and ML industries is valuable. Published academic work (journals, conference papers, MSc/PhD theses) in the field may also be taken into account.
Please send your CV, github, and a brief description of what most interests you, along with your dates of availability and preferred location.
IMI does not discriminate on the basis of race, creed, color, ethnicity, national origin, religion, sex, sexual orientation, gender expression, age, height, weight, physical or mental ability, veteran status, military obligations, or marital status.
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