דרושים » תוכנה » Senior Algorithms Researcher

We are looking for a seasoned Principal Threat Researcher to join our Threat Hunting team. Based in Israel, this is a hybrid role, reporting to the Senior Manager, Threat Research, in the Avalor Engineering department. Avalor curates and contextualizes data from hundreds of security and business tools to help companies understand and address their riskiest problems. If you're passionate about data and helping companies improve their security posture, we'd love to have you join Avalor as we make the world a more secure place.
What youll do (Role Expectations):
Lead end-to-end research POCs by formulating hypotheses, designing methodologies, and translating findings into production-ready capabilities
Research and develop methodologies for identifying, assessing, and mitigating threats across diverse data sources
Partner with data scientists and ML engineers to shape model features and training data strategies derived from real-world signals
Provide actionable recommendations to improve data quality, policies, detections, and response strategies across security offerings
Present research findings to technical and non-technical stakeholders to influence roadmap decisions with evidence-based insights
Who You Are (Success Profile):
You thrive in ambiguity. You're comfortable building the path as you walk it. You thrive in a dynamic environment, seeing ambiguity not as a hindrance, but as the raw material to build something meaningful.
You act like an owner. Your passion for the mission fuels your bias for action. You operate with integrity because you genuinely care about the outcome. True ownership involves leveraging dynamic range: the ability to navigate seamlessly between high-level strategy and hands-on execution.
You are a problem-solver. You love running towards the challenges because you are laser-focused on finding the solution, knowing that solving the hard problems delivers the biggest impact.
You are a high-trust collaborator. You are ambitious for the team, not just yourself. You embrace our challenge culture by giving and receiving ongoing feedback-knowing that candor delivered with clarity and respect is the truest form of teamwork and the fastest way to earn trust.
You are a learner. You have a true growth mindset and are obsessed with your own development, actively seeking feedback to become a better partner and a stronger teammate. You love what you do and you do it with purpose.

We are seeking an experienced and visionary Head of Research to lead, shape, and advance the future of AI innovation across the organization. In this role, you will own the research strategy end-to-end - from long-term roadmap design to hands-on exploration, and guide a multidisciplinary team of NLP research engineers and linguists toward breakthroughs that elevate our core medical coding engine.
You will play a key role in the company, balancing exploratory research with high-impact product delivery. You will partner with Product, Engineering, and executive stakeholders to identify strategic opportunities, drive prioritization, and translate research capabilities into real-world outcomes at scale.
Responsibilities:
Manage and mentor a multidisciplinary research team while driving both technical excellence and personal growth.
Define the long-term research roadmap aligned with product and business objectives.
Lead the full research lifecycle, from ideation and feasibility studies to experimentation, evaluation methods, and production-ready delivery.
Evaluate and introduce new research capabilities and emerging trends such as LLM-based reasoning, semantic/graph modeling, hybrid rule-learning, and other frontier techniques.
Continuously track scientific trends to maintain a state-of-the-art research practice.
Collaborate closely with Product and Engineering teams to translate domain challenges into algorithmic solutions with measurable product impact.
Represent the Research function at leadership forums, communicate priorities and outcomes, and align stakeholders around research strategies and milestones.