Senior Data Scientist
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Job Description
At Thales we know technology has the ability to make our world more secure sustainable and inclusive and that its all driven by human intelligence.
Because it takes human intelligence to build and power the systems and solutions that people depend on every day. So we stay curious and make space for diverse points of view. We share what we know and we challenge whats possible.
Were driving progress in some of the worlds most important industries - from the bottom of the oceans to the depths of space and cyberspace - and from manufacturing to engineering we work together to build a future we can all trust.
Imperva a Thales company is a globally recognized cybersecurity leader dedicated to securing data and applications across diverse environments. Our cutting-edge solutions empower organizations to safeguard their most critical assets ensuring robust protection against emerging threats.
Lately Thales acquired Imperva and became a Top 5 Cyber Security Global Leader.
Imperva a Thales company is committed to championing cybersecurity excellence and protecting the pulse of businesses worldwide. Our solutions proactively identify evaluate and eliminate current and emerging threats ensuring organizations can innovate for their customers without compromising security. Globally we prevent 89.71 billion attacks monthly analyze 2.6 trillion requests monthly and monitor threats in 184 countries.
We work in a Hybrid Model from home and from the office and We have been recognized as one of the Best 50 high-tech companies to work for in Israel 2024 by Dun & Bradstreet!
If youre passionate about shaping the future of cybersecurity and driving innovation in the field we encourage you to seize this opportunity and become part of our team. Apply now to protect what matters most.
Were looking for a Senior Data Scientist to join our Threat Research Group located in our Tel Aviv Office. Our Threat Research group is composed of elite researchers and developers.
We research applications DDoS and database attacks develop algorithms for new products and drive innovation and thought leadership in cybersecurity.
Key Responsibilities:
Serve as the technical lead for projects involving LLMs deep learning and neural networks focused on cybersecurity applications.
Design train fine-tune and deliver LLMs and advanced deep learning models for tasks such as anomaly detection threat classification and automated analysis of security data.
Drive hands-on research from ideation through prototyping to scalable production systems.
Collaborate with product and engineering teams to integrate advanced AI models into Impervas security solutions.
Analyze complex high-dimensional security data (including text logs network traffic and more) to identify emerging threats and attack patterns.
Mentor and guide other data scientists and contribute to the teams technical growth.
Represent Imperva in the AI and security communities through thought leadership publications presentations and patents.
Requirements:
7 years of hands-on experience in machine learning and deep learning with a strong focus on neural networks and NLP including proven work on high-scale production-level projects.
At least 3 years of proven experience in training fine-tuning and delivering LLMs and deep learning models at scale.
Advanced proficiency with Python and leading ML/DL frameworks: PyTorch TensorFlow Keras etc.
Experience with MLOps scalable model deployment and optimizing inference for production environments.
Strong background in analyzing large complex datasets using SQL Spark or similar tools.
Track record of delivering impactful AI solutions in real-world settings.
Experience in application/data security is a strong advantage.
Experience with cloud platforms (AWS Azure GCP) is a plus.
Experience with Kubernetes (K8s) and microservices infrastructure is a plus.
Experience with CI/CD practices and the full lifecycle of ML model development from data preparation to deployment and monitoring is a strong advantage.
Ph.D. or . in Computer Science Engineering Math or another quantitative/technical field is valued but not required if you have strong relevant professional experience.
Excellent communication mentoring and collaboration skills.
Legal Notice:
Imperva as a Thales company champions inclusion and we believe diversity strengthens the fabric of our culture. We are an equalopportunity/affirmativeaction employer. All qualified applicants will receive consideration for employment without regard to sex gender identity sexual orientation race color religion national origin disability protected Veteran status age or any other characteristic protected by law.
If you need an accommodation or assistance in order to apply for a position with Thales please contact us at.
Thales champions inclusion and we believe diversity strengthens the fabric of our culture. We are an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex gender identity sexual orientation race colour religion national origin disability protected Veteran status age or any other characteristic protected by law.
Required Experience:
Senior IC
Employment Type
Full-Time
