Senior AI Data Engineer
Senior AI Data Engineer
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Salary Not Disclosed
1 Vacancy
Job Description
What are we looking for
Were looking for a data scientist whos deeply motivated to build high-quality datasets that power cybersecurity-focused AI. Your primary mission will be to design and maintain the data foundations behind products that detect threats summarize alerts and enable defenders. You should be energized by ambiguity eager to explore noisy and complex security data and experienced in transforming it into structured useful assets.
While your main focus will be on datacollecting cleaning labeling and maintainingyoull also help define how we measure quality and track progress over time. Were especially excited about candidates who understand the nuances of cybersecurity and want to shape how AI is applied to real-world threats.
What will you do
- Build and maintain datasets that power training fine-tuning and prompting of AI models for cybersecurity applications.
- Explore and curate structured and unstructured security data (logs malware alerts incidents) to improve model relevance and effectiveness.
- Develop pipelines for data collection cleaning labeling and versioning.
- Collaborate with researchers and engineers to define data requirements and ensure relevance to cybersecurity problems.
- Contribute to evaluation design and automation to ensure continuous improvement of AI systems.
- Drive data quality and coverage for use cases like summarization classification detection and reasoning over security context.
What skills and experience should you bring
- 5 years of experience working with data in applied AI or ML systems ideally in security or similarly complex domains.
- Strong Python skills and experience with common data tools (pandas numpy PySpark).
- Experience curating and maintaining large evolving datasets for training and evaluation.
- Familiarity with data labeling strategies data versioning and pipeline automation.
- Ability to explore and analyze messy data from real-world systems.
- Experience with LLMs or generative AI models and understanding of their data dependencies.
- A working knowledge of cybersecurity concepts threat types telemetry sources or detection workflows.
Bonus points for:
- Hands-on experience with cybersecurity data (EDR SIEM IDS/IPS threat intel malware etc.).
- Familiarity with open-source eval tools (HELM lm-eval BIG-bench etc.).
- Experience with MLOps stacks (Airflow MLFlow Weights & Biases).
- Infrastructure skills: cloud platforms Kubernetes data pipelines IaC.
- A passion for building tools that make security professionals more effective.
Why Us
You will be joining a cutting-edge company where you will tackle extraordinary challenges and work with the very best in the industry.
- Medical Vision Dental 401(k) Commuter Health and Dependent FSA
- Unlimited PTO
- Industry-leading gender-neutral parental leave
- Paid Company Holidays
- Paid Sick Time
- Employee stock purchase program
- Disability and life insurance
- Employee assistance program
- Gym membership reimbursement
- Cell phone reimbursement
- Numerous company-sponsored events including regular happy hours and team-building events
Required Experience:
Senior IC
Employment Type
Full Time
