Sr. Applied Machine Learning Engineer - Crowdstrike SRL
Aplică extern

Sr. Applied Machine Learning Engineer

Publicat 18.07.2024 | Expiră 30.11.2024

Descriere job

About the role:

CrowdStrike’s Data Science team sits at the exciting intersection of Machine Learning, Big Data, and Security. We are responsible for developing and improving the malware detection capabilities by employing cutting edge Machine Learning techniques. We are looking for a highly motivated Applied Machine Learning Engineer to help us grow our team.

The Applied Machine Learning Engineer is responsible for developing production ML models, as well as services and tools which will be used in fine-tuning detections within our platform, so that we can provide high quality and high fidelity detections to our customers. Additionally, you will aid in our continuous efforts of improving our Machine Learning algorithms, by reviewing their outputs and making the necessary changes. 

What You'll Do:

  • Work with a team of threat researchers, data scientists, and engineers to create technology and proof of concepts for detection and prevention of current and future threats

  • Create predictive models from scratch using supervised, semi-supervised or unsupervised learning techniques to detect and stop the most sophisticated threats

  • Identify and prevent adversarial attacks on ML solutions

  • Develop tools for task automation and services for ML model testing.

  • Contribute to parsers and feature extraction tools.


What You'll Need:

  • Sound understanding of standard ML algorithms, their trade-offs, their usage, and how to tune them

  • Proven experience in developing automation tools and services. Strong fundamentals in problem solving and algorithm design.

  • Strong programming and scripting skills. Ability to dive into large Python codebases

  • Proven track record in technically leading projects and mentoring junior team members

  • Strong communication and presentation skills

  • Comfortable to work on very large data sets of sparse high dimensional data; experience in pre-processing and analyzing such data to gain actionable insights

  • Independent self-starter who likes to take ownership and independently seeks out new challenges; Curious and methodic, always looking to identify opportunities for improvement and contributing in that direction.

Bonus Points:

  •  Fundamental understanding of file formats (PE, Mach-o, ELF, PDF, etc.)

  • Experience with Rust programming.

  • Familiarity with Linux, Docker, Jenkins, Kubernetes and Git

  • Experience with developing large scale distributed systems

  • BA/BS or MA/MS degree or equivalent experience in Computer Science, Information Security, Machine Learning. 

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Crowdstrike SRL

Crowdstrike SRL

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Angajat Entry level (< 2 Ani)
Tip job Full-time
Orașe Remote