Senior Software Engineer - Machine Learning

Company: Area 1 Security
Location: San Mateo
Posted on: June 16, 2022

Job Description:

Are you interested in putting an end to data breaches on the internet? 95% of all data breaches start with phishing campaigns. Here at Area 1 Security we are working to rid the internet of this attack vector by preemptively knowing what bad actors are up to. Hunting for bad actors on the internet is an intellectual and technical challenge. We hunt at scale with high-speed web crawling, machine learning, computer vision, petabytes of data, and a global network of sensors. All of this technology delivers a comprehensive email, network and web protection layer around each of our customers. Customers know that with Area 1 Security's solution deployed their users won't enable a hacker to gain a foothold that results in a breach of their systems.Intrigued? Come and join an engineering team that builds extensible, reliable, scalable web-based, and data processing applications that our customer count on every second of the day.Responsibilities:Work very closely with the engineers who build the core of the Area 1 solution to enhance and build new featuresMine data using state-of-the-art methodsWork with large scale data systems in both online/streaming and offline/batch fashions.Work with our product team to assist them with the implementation of data driven solutionsRequirements:Bachelor's degree or equivalent practical experience.Strong background working with machine learning methods and experience in implementing and extending ML algorithms independently.At least one year of experience with machine learning and tools (ex: scikit-learn, tensorflow), deep learning, computer vision and natural language processing.1 year of experience working with big data and cloud services (Amazon, Google)Familiarity with current large-scale data processing and training using efficient data structures, algorithms and technologies.Strong software engineering skills and substantial expertise in one of Python, Go, Java or C/C++.Flexible skills to quickly convert working ML solutions to products.Preferred:Master's degree or PhD or related technical field.Advanced ability to design and implement scalable software systems in Java, Python.Significant experience in networking, security, cryptography, malware analysis, data analysis, high-reliability clusters, statistics.Recent development or architectural leadership experience with large-scale data systems, streaming analytics.Experience with continuous delivery environments and agile methodologies is a plus.Experience with NoSQL technologies.Actively participated in one or more Kaggle competitionsBenefitsCompetitive salary and meaningful equityAnnual performance reviews - great work is rewarded!Partially Funded Comprehensive medical, dental, and vision coverage Open vacation policy and 12 corporate holidaysStay healthy with our fully funded One Medical membership for you and your dependents.401k planCommuter benefitsMacBooks are our standard, but we're happy to get you whatever equipment helps you get your job doneAnniversary and performance awardsFun events for employees, friends, and family!Area 1 Security is an equal opportunity employer and we value diversity. All employment is decided on the basis of qualifications, merit and business need. -We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. -San Mateo, CA /Engineering - Software /Full-time

Keywords: Area 1 Security, San Mateo , Senior Software Engineer - Machine Learning, IT / Software / Systems , San Mateo, California