Magnet.me  -  The smart network where hbo and wo students find their internship and first job.

The smart network where hbo and wo students find their internship and first job.

This opportunity has expired. It is therefore no longer possible to like or apply.

Applied Machine Learning Engineer

Posted 23 Mar 2024
Work experience
0 to 2 years
Full-time / part-time
Full-time
Job function
Degree level
Required language
English (Fluent)

Your career starts on Magnet.me

Create a profile and receive smart job recommendations based on your liked jobs.

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.

You will:

  • 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
  • Fine tune our existing production ML classifiers
  • Create predictive models from scratch using supervised, semi-supervised or unsupervised learning techniques to detect and stop the most sophisticated threats
  • Develop tools for task automation and services for ML model testing.
  • Contribute to parsers and feature extraction tools.

Requirements

  • 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 awarded for

  • 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.

Benefits of Working at CrowdStrike:

  • Remote-first culture
  • Market leader in compensation and equity awards
  • Competitive vacation and flexible working arrangements
  • Comprehensive and inclusive health benefits
  • Physical and mental wellness programs
  • Paid parental leave, including adoption
  • A variety of professional development and mentorship opportunities
  • Offices with stocked kitchens when you need to fuel innovation and collaboration

CrowdStrike is the leader in cloud-delivered next-generation endpoint protection. CrowdStrike has revolutionized endpoint protection by being the first and only company to unify next-generation antivirus (AV), endpoint detection and response (EDR), and a 24/7 managed hunting service — all delivered via a single lightweight agent.
Many of the world’s largest organizations already put their trust in CrowdStrike, including three of…


CrowdStrike is the leader in cloud-delivered next-generation endpoint protection. CrowdStrike has revolutionized endpoint protection by being the first and only company to unify next-generation antivirus (AV), endpoint detection and response (EDR), and a 24/7 managed hunting service — all delivered via a single lightweight agent.

Many of the world’s largest organizations already put their trust in CrowdStrike, including three of the 10 largest global companies by revenue, five of the 10 largest financial institutions, three of the top 10 health care providers, and three of the top 10 energy companies.

IT
London
1,000 employees