Data Scientist - DLP

Posted 18 Days Ago
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Tel Aviv, ISR
In-Office
Senior level
Software • Cybersecurity
The Role
Develop and productionize ML and NLP models for sensitive data classification and DLP. Own end-to-end lifecycle from problem framing and feature engineering to modeling, deployment, evaluation, and monitoring. Use classical ML, neural networks, and LLM techniques (prompting, PEFT/LoRA, RLHF, RAG) to build scalable data-security features in partnership with Product and Engineering.
Summary Generated by Built In
Description

Come join the company building the security operating model for the age of AI. AI has changed how data is used — and security must change with it. Cyera's mission is to empower businesses to accelerate AI Adoption by defining a holistic approach to securing AI - from data to access to model. Instead of perimeter controls and static policies, Cyera provides a unified control plane that understands relationships between data, access, and behaviors across humans, systems, and AI. Backed by the world’s leading investors and working with a large and growing list of Fortune 1000 companies, we are looking for world-class talent to join us as we usher in the new era of data and AI security.

About the Role

As a Data Scientist on Cyera’s Research team, you’ll develop and productionize ML/AI models that power our classifications and insights. You’ll partner closely with Product and Engineering to turn open-ended data-security challenges into measurable experiments and shipped features. You’ll own the end-to-end lifecycle—from problem framing and data strategy to evaluation, deployment, and ongoing monitoring—helping customers discover, protect, and govern their data at scale.

What You’ll Do

  • Responsibility for an end-to-end research process. That includes identifying the problem, feature engineering, model development to deployment, outcome analysis, and refinement.
  • You will be a hands-on domain leader, laying the foundations of our data science workflows and algorithms. This is an excellent opportunity to work with endless amounts of user data and creatively generate insights that will increase the ability to classify tons of data.
  • Develop, evaluate, and maintain machine learning and NLP solutions to enhance Cyera’s core capabilities in sensitive data classification. 
  • Innovation and creative thinking are the keys! Implementing ML models to the entire research process - clustering, text extraction, document analysis, and tabular data classification.  
  • Close interaction and collaboration with an excellent team of engineers, data analysts, and security researchers.
Requirements

Who You Are

Must-Haves

  • BSc in computer science, math, physics, or a related field
  • 5+ years of experience as a data scientist
  • Experience with data pipelines / big-data analytics - Must
  • Solid grounding in core machine learning concepts and techniques - classic ML (SVM, trees, bagging/boosting, clustering methods), neural networks (activations, dropout, batch norm), optimization (loss functions, gradient descent, regularization), data & features (imbalance, scaling/encoding, dedup/leakage), evaluation (PR/ROC metrics, ablations, error analysis).
  • Demonstrated expertise in applying LLMs - prompt engineering and prompt tuning (few-shot, chain-of-thought, tool/function calling, routing), task adaptation (instruction/SFT, PEFT/LoRA, DPO/RLHF), retrieval-augmented generation, rigorous evaluation and production deployment with appropriate safety, latency, and cost controls.
  • 3+ years of hands-on experience in programming in python or a similar scripting language.
  • Self-learner, initiator, able to quickly learn new technologies
  • Experience in NLP - a significant advantage
  • MSc in computer science, math, physics, or related field – advantage

Why Join Us?

At Cyera, we own what we build and how we work. Cyerans are empowered to take initiative, move quickly, and turn ideas into impact.

We push boundaries by challenging the status quo, learning fast, and continuously raising the bar - for ourselves and for the industry.

We elevate together by lifting each other up, celebrating wins as a team, and recognizing that our success is shared.

Feel free to apply even if your experience doesn’t tick every box.

We’re building something special here—and we welcome Cyerans with diverse backgrounds, perspectives, and experiences.

Skills Required

  • BSc in computer science, math, physics, or a related field
  • 5+ years of experience as a data scientist
  • Experience with data pipelines / big-data analytics
  • Solid grounding in core machine learning concepts and techniques (SVM, trees, bagging/boosting, clustering, neural networks, optimization, evaluation)
  • Demonstrated expertise applying LLMs including prompt engineering and prompt tuning, task adaptation (instruction/SFT, PEFT/LoRA, DPO/RLHF), retrieval-augmented generation, and production deployment with safety/latency/cost controls
  • 3+ years of hands-on programming in Python or a similar scripting language
  • Self-learner, initiator, able to quickly learn new technologies
  • Experience in NLP
  • MSc in computer science, math, physics, or related field
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