Senior Software Engineer - Machine Learning
Company: Area 1 Security
Location: San Mateo
Posted on: June 16, 2022
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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
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