Senior Machine Learning Researcher
About the job
Job Description
Arkose Labs seeks a Senior Machine Learning Researcher to develop innovative security solutions. You'll build ML models, conduct research, and collaborate with cross-functional teams. Must-haves include experience in AI/ML engineering, proficiency in ML algorithms, and strong coding skills in Python.
Must have:
- AI/ML Engineering
- ML Algorithms
- Python Coding
- Data Analysis
Good to have:
- Deep Learning
- TensorFlow/PyTorch
- Cybersecurity Concepts
- Security Tools
Perks:
- Equity
- Flexible Hours
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About the job
The mission of Arkose Labs is to create an online environment where all consumers are protected from online spam and abuse. Recognized by G2 as the 2023 Leader in Bot Detection and Mitigation, with the highest score in customer satisfaction and largest market presence four quarters running, Arkose Labs offers the world's first $1M warranties for credential stuffing and SMS toll fraud. With 20% of our customers being Fortune 500 companies, our AI-powered platform combines powerful risk assessments with dynamic threat response to undermine the strategy of attack, all while improving good user throughput. Headquartered in San Mateo, CA, with employees in London, Costa Rica, Australia, India, and Argentina. Arkose Labs protects enterprises from cybercrime and abuse.
Role Overview
As a Senior Machine Learning Researcher specializing in security, you will apply your expertise in machine learning and cybersecurity to develop innovative solutions to detect, prevent, and respond to security threats and fraud. You will conduct independent research, collaborate with cross-functional teams, and stay abreast of the latest advancements in the field.
Key Responsibilities
At Arkose Labs, our technology-driven approach enables us to make a substantial impact in the industry, supported by a robust customer base consisting of global enterprise giants such as Microsoft, Roblox, OpenAI, and more. We’re not just a company; we’re a collaborative ecosystem where you will actively partner with these influential brands, tackling the most demanding technical challenges to safeguard hundreds of millions of users across the globe.
Why do top tech professionals choose Arkose Labs?
The most recognizable brands in the world select Arkose Labs, including OpenAI, Roblox, Microsoft, Adobe, Expedia, Snapchat, Zilch, and ZipAir.
We value your unique contributions, perspectives, and experiences. Be part of a diverse and high-performing environment that prioritizes collaboration, excellence, and inclusion. We hire the best, focus on their professional development, and offer support for continuing education.
We Value
Role Overview
As a Senior Machine Learning Researcher specializing in security, you will apply your expertise in machine learning and cybersecurity to develop innovative solutions to detect, prevent, and respond to security threats and fraud. You will conduct independent research, collaborate with cross-functional teams, and stay abreast of the latest advancements in the field.
Key Responsibilities
- Develop and implement ML and deep learning models to detect and mitigate security threats.
- Developing new product features using statistical/machine learning-based algorithms to identify bot and fraud traffic
- Conduct data cleaning, preprocessing, and exploratory data analysis. Apply statistical methods to analyze security-related data.
- Stay updated with the latest research and advancements in ML and cybersecurity. Publish research findings in reputable journals and conferences.
- Collaborate with cross-functional teams to understand project requirements and contribute to the development of solutions.
- Collaborate with security analysts, software engineers, and other stakeholders to integrate ML solutions into security products.
- Communicate complex technical concepts to both technical and non-technical stakeholders effectively.
- Bachelors, Masters or PhD in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- Minimum of 5 years of experience in Data Science, with substantial experience in AI/ML engineering
- Proficiency in ML algorithms, neural networks, and model development.
- Experience with ML frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Strong coding skills in Python, R, and familiarity with languages such as C++, Java, or Scala.
- Ability to perform data cleaning, preprocessing, and exploratory data analysis.
- Strong understanding of statistical methods and their applications.
- Familiarity with cybersecurity concepts, threat models, and common attack vectors.
- Experience with security tools and technologies (e.g., intrusion detection systems, firewalls, malware analysis tools).
- Strong analytical and problem-solving skills to identify and mitigate security threats using ML techniques.
- Understanding of network security, bot security, application security, and incident response.
At Arkose Labs, our technology-driven approach enables us to make a substantial impact in the industry, supported by a robust customer base consisting of global enterprise giants such as Microsoft, Roblox, OpenAI, and more. We’re not just a company; we’re a collaborative ecosystem where you will actively partner with these influential brands, tackling the most demanding technical challenges to safeguard hundreds of millions of users across the globe.
Why do top tech professionals choose Arkose Labs?
- Cutting-Edge Technology: Our high-efficacy solutions, backed by solid warranties, attract leading, global enterprise clients.
- Innovation and Excellence: We foster a culture that emphasizes technological innovation and the pursuit of excellence, ensuring a balanced and thriving work environment.
- Experienced Leadership: Guided by seasoned executives with deep tech expertise and a history of successful growth and equity events.
- Ideal Size: We’re structured to be agile and adaptable, large enough to provide stability, yet small enough to value your voice and ideas.
The most recognizable brands in the world select Arkose Labs, including OpenAI, Roblox, Microsoft, Adobe, Expedia, Snapchat, Zilch, and ZipAir.
We value your unique contributions, perspectives, and experiences. Be part of a diverse and high-performing environment that prioritizes collaboration, excellence, and inclusion. We hire the best, focus on their professional development, and offer support for continuing education.
We Value
- People: first and foremost they are our most valuable resource. Our people are independent thinkers who make data driven decisions and take ownership and accountability in all the things they do.
- Team Work. We demonstrate respect, trust, integrity, and communicate openly with a positive can do attitude and constructively challenge one another
- Customer Focus. We empathize with our customers and obsess about solving their problems
- Execution with precision, professionalism and urgency
- Security. It’s the lens through which we implement our processes, procedures, and programs
- Competitive salary + Equity
- Beautiful office space with many perks
- Robust benefits package
- Provident Fund
- Accident Insurance
- Flexible working hours and work from home days to support personal well-being and mental health
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