Protections - Senior Machine Learning Engineer
Distributed, AMER | Distributed, EMEA
Elastic
Power insights and outcomes with the Elasticsearch Platform and AI. See into your data and find answers that matter with enterprise solutions designed to help you build, observe, and protect. Try Elasticsearch free today.The Elastic Security Data Science team is looking for a Senior Data Scientist to develop machine learning technologies to detect and prevent malicious activity across Windows, macOS, and Linux endpoints. We value autonomy, curiosity, fastidiousness, and questioning the status quo. You will collaborate with the broader Elastic Protections team, a diverse set of security researchers and data engineers who lend domain expertise to work with you to solve creative security problems.
Your responsibilities:- Working as part of the Protections team at Elastic, with other machine learning authorities and data engineers
- Your primary focus will be growing out the supervised and unsupervised models within the Elastic Security platform
- Gather implicit and explicit feedback from the platform we can collect to improve models
- Design experimental ML jobs to identify compromised users
- Participate in collaborative efforts to improve our security protections with malware researchers, threat guides, and other engineers
- Design and develop data-driven solutions that can run on millions of endpoints, cloud-based infrastructure, or the Elastic SIEM.
- 4+ years of machine learning experience; strong preference for a focus on information security problems
- Working knowledge of deep learning, clustering, and graph algorithms
- Experience training models using scikit-learn, xgboost, PyTorch/Tensorflow, Elastic
- Experience using or developing data pipelines including the collection, normalization, storage, and API access of complex event data
- Proficient Python programming skills and experience using ML-related libraries
- Ability to synthesize evaluation metrics, customer feedback, and internal analysis to tell a clear story of model performance
- Enthusiasm for providing novel contributions to the information security research community on machine learning techniques
- Ability to work in a fast-paced and highly autonomous environment
Tags: APIs Data pipelines Deep Learning Linux Machine Learning Pipelines Python PyTorch Research Scikit-learn Security TensorFlow XGBoost
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Engineer II jobs
- Open AI Engineer jobs
- Open Senior Data Architect jobs
- Open Power BI Developer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Analytics Engineer jobs
- Open Sr Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Principal Data Engineer jobs
- Open Business Data Analyst jobs
- Open Product Data Analyst jobs
- Open Data Quality Analyst jobs
- Open Data Manager jobs
- Open Sr. Data Scientist jobs
- Open Big Data Engineer jobs
- Open Data Scientist II jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open ETL Developer jobs
- Open Principal Data Scientist jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Business Intelligence-related jobs
- Open Data quality-related jobs
- Open Privacy-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open PhD-related jobs
- Open TensorFlow-related jobs
- Open Snowflake-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Data warehouse-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs
- Open CI/CD-related jobs