Senior Data Scientist

1 week ago

Hungary Sophos Full time
About Us What You Will Do
  • Apply general security and ML domain knowledge to problems, identify new avenues of research to apply to current projects. 
  • With minimal supervision, define and execute experiments to support research on a project. 
  • Independently explore data curation and labeling, and feature extraction using domain expertise 
  • Document results of experiments, draw and support conclusions from those experiments; with assistance, evaluate business case/impact 
  • Contribute significantly to group publications and presentations, including (with assistance) occasional lead or sole authorship of academic publications and presenting work at academic or industry conferences 
  • Keep up to date on current research and developments in ML and security 
  • Contribute to internal tools, including identifying gaps where new functionality would be helpful, and implementing significant changes to tools/frameworks to accommodate new technologies. 
  • Integrate new models into existing frameworks and support hand-off to production 
  • Support existing model releases, including updates and improvements as needed, and integration with internal tools and systems for production. 
What You Will Bring
  • Fluent in machine learning and statistical concepts. 
  • General security domain knowledge, developing deeper expertise in some subdomain of security 
  • Able to identify scientific literature relevant to a problem, grasp it and apply it. 
  • Fluent in Python, a database query language like SQL, and familiar with a lower level language like C++. 
  • Good general writing skills and ability to translate complex concepts for general consumption. 
  • Competent at contributing to scientific papers with minimal assistance. Prior publications and talks a bonus. 
#Li-remote #B2 #li-JA1
Ready to Join Us? At Sophos, we believe in the power of diverse perspectives to fuel innovation. Research shows that candidates sometimes hesitate to apply if they don't check every box in a job description. We challenge that notion. Your unique experiences and skills might be exactly what we need to enhance our team. Don't let a checklist hold you back – we encourage you to apply.
What's Great About Sophos? ·   Sophos operates a remote-first working model, making remote work the primary option for most employees However, some roles may necessitate a hybrid approach. While we are a remote first organization, applicants must have legal authorization to work in the jurisdiction where the position is posted, without requiring employer sponsorship. ·   Our people – we innovate and create, all of which are accompanied by a great sense of fun and team spirit ·   Employee-led diversity and inclusion networks that build community and provide education and advocacy ·   Annual charity and fundraising initiatives and volunteer days for employees to support local communities ·   Global employee sustainability initiatives to reduce our environmental footprint ·   Global fitness and trivia competitions to keep our bodies and minds sharp ·   Global wellbeing days for employees to relax and recharge  ·   Monthly wellbeing webinars and training to support employee health and wellbeing
Our Commitment To You We're proud of the diverse and inclusive environment we have at Sophos, and we're committed to ensuring equality of opportunity.   We believe that diversity, combined with excellence, builds a better Sophos, so we encourage applicants who can contribute to the diversity of our team.  All applicants will be treated in a fair and equal manner and in accordance with the law regardless of gender, sex, gender reassignment, marital status, race, religion or belief, color, age, military veteran status, disability, pregnancy, maternity or sexual orientation.  We want to give you every opportunity to show us your best self, so if there are any adjustments we could make to the recruitment and selection process to support you, please let us know. 
Data Protection If you choose to explore an opportunity, and subsequently share your CV or other personal details with Sophos, these details will be held by Sophos for 12 months in accordance with our Privacy Policy and used by our recruitment team to contact you regarding this or other relevant opportunities at Sophos.  If you would like Sophos to delete or update your details at any time, please follow the steps set out in the Privacy Policy describing your individual rights.  For more information on Sophos' data protection practices, please consult our Privacy Policy Cybersecurity as a Service Delivered | Sophos We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

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