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לפני 11 שעות
דרושים בNOW
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
This is a high?impact, hands-on role within a small, elite team responsible for building and deploying advanced ML-driven trading signals and data?powered insights used across the companys core products.
You will work closely with a global manager and collaborate with two additional ML engineers, contributing directly to the next generation of data, modeling, and signal?generation infrastructure.
This position is ideal for someone who combines strong ML engineering fundamentals with curiosity for market data, experimentation, and production?grade deployment.

Build and maintain complex SQL-based pipelines for modeling datasets
Design and execute large?scale experiments with proper cross?validation, leakage control, calibration, and reproducible backtesting
Develop ML models using state?of?the?art techniques and deploy them into production environments
Requirements:
Python + production experience:
Pandas/Polars, SQL/BigQuery, FastAPI, Docker, CI/CD
Modeling expertise:
XGBoost / PyTorch, calibration, class imbalance handling, walk?forward CV, leakage control
Experimentation at scale:
MLflow / DVC, reproducible backtests, GCP/Vertex jobs, orchestration frameworks
Capital markets:
Strong interest is required; understanding of equities/portfolio basics is important
(Algo?trading experience is an advantage but not mandatory)
Familiarity with quirks of financial data and portfolio construction (typically the longest to master)
Senior individual contributor
No people management
Full ownership across the ML lifecycle
Works closely with the ML/Quant team and global leadership
This position is open to all candidates.
 
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עדכון קורות החיים לפני שליחה
8502967
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לפני 8 שעות
Location: Tel Aviv-Yafo
Job Type: Full Time
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.
Requirements:
3+ years of experience leading or managing research teams (ML/NLP/AI), including ownership from ideation to deployment.
5+ years of hands-on applied experience in ML, NLP and Generative-AI, with a track record of delivering models into production.
Strong foundation in Deep Learning & NLP fundamentals, including representation learning, optimization, evaluation methodologies and error-analysis.
Proficiency in Python and modern ML/DL frameworks (e.g., PyTorch, TensorFlow).
Demonstrated ability to lead long-term Research initiatives in the industry - prioritizing, scoping, iterating and delivering measurable value.
Demonstrated AI-first mindset, coupled with pragmatic decision-making. With proven ability to evaluate and apply LLM/hybrid-AI solutions alongside classical ML models, selecting architectures based on performance, scalability, and ROI.
Advanced knowledge in Information Retrieval, Entity Linking, and Graph-based representations.
Experience deploying and managing ML solutions in cloud environments (AWS), including MLOps - advantage.
This is an opportunity to shape the future of AI-driven healthcare solutions in a dynamic and fast-paced environment. If you're a leader with a strong technical background in NLP and Deep Learning, a creative approach to problem-solving, and proven experience managing and motivating teams, wed love to hear from you!
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8515572
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
11/01/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a talented AI Applied Researcher to help us develop advanced AI solutions that will empower impactful projects. The Data Science team leads the AI research and innovation efforts of the company, and is focused on pushing AI boundaries to enhance the product and optimize processes.

What Youll Do

Lead an applied research for AI-driven features in the platform
Research and optimization agentic flows to solve complex problems
Collaborate with engineering teams to design, build, and maintain production pipelines
Conduct experiments and evaluate the performance of AI models, algorithms, and techniques
Stay up to date with the latest developments in AI, machine learning, and related fields, focusing on LLMs, exploring how emerging technologies can be applied to improve products and services.
Requirements:
Masters/Ph.D. in Computer Science, Electrical Engineering, Machine Learning, information systems engineering, or related field.
5+ years of hands-on experience with developing & maintaining production class Machine Learning projects aimed towards solving business problems.
High proficiency in Python
Hands-on proficiency with modern generative AI models, prompt engineering, multi-agents, and RAG architectures. Also, a solid understanding of transformers, optimized fine-tuning techniques, and evaluation methodologies of LLMs while using relevant frameworks (Hugging Face, LangChain, LlamaIndex, etc)
Familiarity with embedding models and vector databases - advantage
Experience in data exploration and visualization
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8495624
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