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Senior Data Scientist

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01/06/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a passionate Senior Data Scientist, to work end to end on some of our core problems. Solving these will help drive revenue and improve decision making.
As a Senior Data Scientist you will be handed a business problem and will be asked to provide an end to end solution - Unpack and thoroughly understand the business problem, define the strategy to deal with it and develop & deploy your solution along with relevant support.
What you'll be doing
Design and implement end-to-end solutions - from business needs all the way to live deployment
Monitor and own models in production
Model, design, and implement machine learning and data mining algorithms
Perform deep data analysis to evaluate performance and recommend improvements
Help, guide and support our business partners to allow for scale and accuracy while adopting your solutions.
Requirements:
At least 5 years of experience as data scientist /researcher, combining excellent hands-on SQL and Python skills
At least 5 years of experience applying ML algorithms to solve real world business problems (e.g., Logistic Regression, Gradient Boosting Machines, Neural Networks, and unsupervised clustering)
B.Sc in Computer Science, Statistics, Operations Research or equivalent
Solid background with data lake and data warehouse technologies
Great communication skills, Hands-On, independent and out of the box thinker
You might also have
Experience in the Mobile gaming and advertising industries
Proven experience with Airflow development
Experience with big data technologies such as Spark, Trino, SingleStore DB
Experience with Cloud Computing.
This position is open to all candidates.
 
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31/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
As our AI Team Lead, you will sit at the intersection of cutting-edge research and production engineering, guiding a high-performing team of Data Scientists and Engineers. This is a deeply hands-on leadership role where you will drive the end-to-end lifecycle-from initial research and PyTorch training to deploying sophisticated multi-modal AI (Text, Image, Audio, and Video) in high-throughput environments. Join us in building the future of responsible AI adoption and digital integrity.

Responsibilities
Manage and grow a high-performing team of AI researchers and engineers, fostering technical excellence.
Drive the design and training of multimodal models applications (Text, Image, Audio, Video) using PyTorch.
Own the AI roadmap from initial concept to scalable, high-throughput production.
Partner with Product, Backend, and Security teams to integrate AI solutions globally.
Stay at the forefront of GenAI/LLM research to continuously improve our detection engines.
Requirements:
BSc in Computer Science, Mathematics, or a related quantitative field (MSc/PhD preferred).
4+ years of hands-on experience as a Data Scientist or AI Engineer, with a proven track record of training and deploying models at scale.
1+ years of experience leading or managing a technical team.
Expert-level proficiency in PyTorch and the usual ML stack (Python, NumPy, cikit-learn, etc.).
Demonstrated experience working with at least two of the following domains: NLP, Computer Vision, Audio processing, or Video analysis.
Experience with Cloud-native environments (GCP preferred), Docker, and Kubernetes.
Familiarity with modern LLM frameworks (Transformers, Peft, TRL, LangChain, etc.).
Experience building and maintaining distributed data pipelines for ML training.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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27/05/2026
Location: Jerusalem
Job Type: Full Time and Hybrid work
Were looking for an Applied Data Scientist to help us build and scale the core marketing science products that power our platform. This role sits at the intersection of data science and engineering: owning statistical models end to end, deploying them into production, and turning advanced analytics into reliable, customer‑facing capabilities. Your work will directly influence how thousands of brands measure ROI and allocate millions in marketing spend.
What Youll Do:
Build marketing measurement and optimization products (e.g., attribution models, MMM, incrementality testing, forecasting systems)
Develop and deploy statistical and machine learning models to production
Create scalable data pipelines and APIs that serve real-time analytics
Partner closely with Product, Engineering, and other stakeholders to translate business questions into clear analytical solutions.
Own features end to end from statistical design and validation through deployment, monitoring, and iteration.
Requirements:
What Youll Bring:
4-7 years of experience in applied data science
Ability to work from our Jerusalem office (located in the Central Bus Station next to the train) 2 times a week (Monday & Wednesday) is required
Strong Python skills (pandas, scikit-learn, statistical libraries)
Experience deploying models to production (not just notebooks)
Solid statistics and machine learning fundamentals
SQL and database experience
Experience in building APIs or backend services
Bachelor's or Master's in a quantitative field (Statistics, CS, Math, Machine Learning/Data Science)
Strong English communication skills with technical and non-technical audiences
Self-starter comfortable with ambiguity and autonomy
Bonus Points If You Bring:
Marketing analytics background (attribution, experimentation, measurement)
Bayesian statistics or causal inference experience
Cloud platform knowledge (GCP, AWS, or Azure)
Time series analysis and forecasting.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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25/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a Senior Data Scientist / Applied Researcher to join our company's core product organization, where you will build and deploy next-generation AI models powering real-world cybersecurity use cases across our diverse product portfolio (Posture, Detection, and CTI). The role centers on building and scaling intelligent systems powered by LLMs, advanced ML techniques, and agent-based architectures.
You will join a team within our companys Cyber R&D organization, leading the companys core product portfolio-while driving AI innovation and setting best practices across the domain. The group focuses on developing next-generation technologies, including training and optimizing LLMs and building advanced multi-agent workflows, while mentoring data scientists across R&D.
As a key technical leader, you will guide the evolution of our AI capabilities-converting cutting-edge ideas into impactful, production-ready systems and shaping our long-term direction.
We are looking for visionary data scientists and applied researchers eager to take on ambitious challenges and push the boundaries of AI in cybersecurity.
Responsibilities
Design and build advanced AI models and systems that power our companys core products and address real-world cybersecurity challenges.
Own initiatives end-to-end from identifying customer-driven problems and shaping solutions to experimentation, prototyping, and production deployment.
Drive forward new ideas and research directions, turning emerging concepts into practical, scalable solutions.
Influence the organizations roadmap and contribute to long-term technical strategy across our companys AI and product landscape.
Requirements:
5+ years of experience as a Data Scientist with proven production-level impact.
Masters degree in Computer Science, Mathematics, Statistics, or Engineering (PhD is a plus, but not required).
Experience in applied research, including work with Transformers, open-source LLMs, or other advanced deep learning architectures.
Strong programming skills in Python, with hands-on experience in modern ML frameworks and tooling.
Excellent problem-solving skills and a strong experimental mindset.
Strong communication skills and the ability to collaborate effectively across teams.
High curiosity and a passion for learning new technologies, methods, and domains.
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Required Senior Finops Analyst
Job responsibilities
What will you do?
The Senior FinOps Analyst will ensure financial requirements are clearly defined and translated into effective system solutions. This role focuses on gathering, structuring, and documenting detailed requirements for financial systems, driving alignment between Finance and Technology teams.
Key Responsibilities:
Requirement Gathering & Documentation: Work closely with Finance teams to understand their needs, pain points, and objectives. Translate business needs into structured, detailed, and well-documented requirements for Technology teams.
Financial Systems Enhancements: Partner with MIS and BI teams to ensure financial systems meet evolving business needs. Define system improvements and validate solutions before implementation.
Cross-Team Collaboration: Act as the primary link between Finance, MIS, BI, PMO, and other relevant teams, ensuring smooth communication and alignment of priorities.
Process Optimization: Identify inefficiencies in financial workflows and propose system-driven solutions that enhance automation and accuracy.
Strategic Initiatives Support: Contribute to large-scale financial system projects by providing clear, structured requirements and ensuring business objectives are met.
Requirements:
What you should have:
Education: Bachelors degree in Finance, Accounting, Data Science, Business Administration, or a related field.
Experience: 5+ years of experience in financial analysis, project management, or a related role.
Technical Skills: Proficiency in financial systems (e.g., SAP, Oracle, NetSuite), advanced Excel skills, experience with data visualization tools (e.g., Tableau, Power BI), and familiarity with SQL.
Analytical Skills: Excellent analytical and problem-solving skills. Ability to interpret complex data and provide actionable insights.
Communication Skills: Strong verbal and written communication skills. Ability to present data and project updates clearly to various stakeholders.
Attention to Detail: High level of accuracy and attention to detail.
Team Player: Ability to work effectively in a team environment and collaborate with cross-functional teams.
Advantageous:
Experience with SaaS revenue recognition.
Knowledge of financial regulations and compliance standards.
Experience in a FinOps role within a technology or SaaS company - advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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18/05/2026
Location: Ra'anana
Job Type: Full Time
we are looking for a Lead Data Science Researcher.
As a Lead Data Science Researcher, you will own highimpact research initiatives across NLP, Vision, and multimodal domains, with a strong emphasis on large language models (LLMs) and agenticAI systems.
You will combine deep handson technical work with leadership-setting direction, mentoring peers, and translating breakthrough ideas into reliable, productiongrade capabilities for contact center solutions.
You will collaborate closely with researchers, engineers, product leaders, and subjectmatter experts to define strategy, validate research hypotheses, and lead the transition from experimental agentic systems to reliable, realworld deployments.
How will you make an impact?
Lead end‑to‑end research initiatives across NLP, Vision, and multimodal modeling, with a strong focus on LLM‑based and agentic‑AI systems.
Architect, prototype, and evaluate singleagent and multiagent systems, including planning, tool use, memory, and orchestration.
Establish and own best practices for safe, controllable, and scalable AI agents, including evaluation frameworks, guardrails, fallback strategies, and observability.
Act as a technical authority on LLM and agentic systems, guiding architectural decisions, evaluation strategies, and engineering tradeoffs.
Define rigorous offline and online evaluation strategies (KPIs, A/B testing, cost/performance tradeoffs) grounded in realworld constraints.
Deliver select research components at production quality and partner closely with productization teams to harden and deploy endtoend solutions.
Mentor researchers and data scientists, raising the bar for technical rigor, engineering quality, and applied research impact.
Communicate complex findings and risks clearly to crossfunctional stakeholders and leadership.
Stay at the forefront of AI research, contributing to the teams agentic‑AI roadmap and long‑term research vision and help set teamwide standards and guidelines.
דרישות:
Skills-first profile with proven, hands‑on impact in applied AI. (Formal degrees welcome but not required.)
Strong Demonstrated experience building production‑grade AI agents that perform multi‑step reasoning and tool‑based actions (e.g., tool invocation, planning, memory).
Mandatory: Experience with agent frameworks/orchestration layers or custom agent runtimes (e.g., LangGraph/LangChain, semantic routers, workflow engines, or in‑house frameworks).
Strong practical expertise with LLMs (AWS Bedrock or similar platforms), including evaluation, prompt/program design, and safety patterns.
Strategic problem-solving leadership: You proactively shape ambiguous business questions into well-defined analytical goals, challenge underlying assumptions, and ensure the work is focused on the problems with the highest impact.
Bar‑setting analytical rigor-applied pragmatically: You anticipate bias, confounders, and risks of misinterpretation early, apply the right level of methodological rigor for the decision at hand, and help others distinguish between theoretically perfect and fit for purpose.
Efficient, scalable thinking: You balance depth with speed, favor simple and robust solutions over unnecessary complexity, turn one‑off analyses into reusable insights, and help the organization avoid reinventing or over‑engineering solutions.
Track record of translating research into reliable systems in partnership with engineering/product teams.
Proficiency in Python and modern ML/DL libraries; strong AI engineering skills (clean architecture, testing, CI/CD, observability), as well as familiarity with HuggingFace or similar model ecosystems and open‑source tooling.
Experience applying GenAI to DS workflows (LLM‑as‑a‑judge, synthetic data generation, weak labeling, automated eval).
Excellent communication and mentoring skills; fluency in Eng המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדותהגש מועמדות
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Location: Netanya
Job Type: Full Time
We are looking for a senior Data Scientist to join a team of passionate engineers who build premium solutions at scale. Every day, we tackle ambiguous and stimulating challenges. We build and operate large-scale distributed machine learning systems that process 1B predictions per second during real-time auctions.
What will you do?
As a Senior Data Scientist, your mission will be to:
Improve existing algorithms & tools allowing to explore and analyze more and more data and provide accurate feedback on the Teads activities.
Develop new algorithms & new approaches to provide accurate predictions and drive new products by providing business insights.
Implement your algorithms and models end to end.
Collaborate with a variety of teams to develop services from design to production.
Make sure the software is in good hands by writing, running and automating tests (unit, functional, load...).
Keep up to date with the latest Machine Learning technologies to make sure we always use the best class algorithms according to the context.
Shape how billions of people discover and enjoy premium content by improving ad relevance, quality, and efficiency across Teads global publisher network.
Requirements:
Experience in Statistics (i.e. statistical analysis, regression analysis, ) and/or Artificial Intelligence (i.e. Data Mining, Machine Learning, ).
An appetite for Data Science applied to high-volumetry, low-latency topics.
Ability to read scientific articles, to analyze critically, and to implement as appropriate.
Good programming abilities.
True scientist skills: fast learner, curious, sense of details, rigorous.
Strong communication skills, working collaboratively with the team, able to teach concepts, and communicate clearly to a wide audience of complicated topics.
Strong problem solving skills, and deducing from specific problems wider range products.
You are very mindful about your application architecture, performance, testing and maintainability and its overall quality.
Requirements:
5+ years of hands-on experience with coding ML based solutions in high scale systems
Relevant industry experience / publications in ad-tech and recommender system.
Msc/Phd in computer science / math.
Industry experience in building engineering at scale.
Large-scale distributed systems, service oriented architecture.
Previous experience with all or some of the elements of our Stack (we mainly use Go, Python, Java, AWS, Jupyter notebooks).
Knowledge in data engineering.
Ability to transform raw data into actionable business insights.
Please submit your CV in English.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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Location: Netanya
Job Type: Full Time
Our main Engineering challenges at our company
Build efficient and easy-to-use web products used by thousands of users working for the worlds most premium publishers, advertisers, and agencies.
Rich and diverse tech stack and system architecture to optimize for performance, scalability, resiliency, and cost efficiency. We use mostly Scala and TypeScript, among others.
Working in a very high-traffic environment (2.2 billion users per month, 100 billion events per day) with low latency and high availability constraints (2 million requests per second, responses in less than 150 milliseconds).
Management of large datasets with milliseconds order of magnitude access time, to compute in a near real-time complex auction resolution algorithm (18 million predictions per second).
A fast-changing environment where we continuously collaborate with Product teams and constantly adapt our Cloud infrastructure for new features and Products.
Bring a wide diversity of profiles to the same level of quality and knowledge
Work in an international environment with offices located in Israel, Slovenia and France.
About the opportunity
We are looking for a Senior Data Scientist to join a team of applied research.
The AI department currently consists of 50 people who are a mix of data scientists, machine learning and backend engineers.
The department provides technologies that power outcomes of campaigns with a total yearly turn over of $1.7B.
Runs large scale prediction and control systems for ad delivery, dealing with millions of live ads, doing more than a billion predictions per second based on large on-line trained models being updated every 5 minutes.
What will you do?
As a Senior Data Scientist, your mission will be to:
Innovate at Scale: Stay at the forefront of AdTech research, focusing on CTR prediction, online learning regimes, and high-dimensional embeddings.
Bridge Research & Engineering: Collaborate with cross-functional teams to identify research gaps and translate them into production-ready features.
Own the Lifecycle: Lead the end-to-end process-from reading the latest ArXiv papers to A/B testing and monitoring model performance in a live environment.
Experiment Freely: Dedicate time to "deep-work" sessions, testing unconventional hypotheses and new algorithmic approaches.
Requirements:
The Foundation: An advanced degree (MSc/PhD) in a quantitative field or equivalent "in-the-trenches" industry experience.
The Toolkit: at least 5 years of experience in applied research, specifically deploying ML algorithms into high-throughput online environments.
The Hybrid Edge: Strong software engineering fundamentals; you dont just design models, you understand how they fit into the code stack.
Critical Thinking: The ability to dismantle a scientific paper, critique its methodology, and implement its core findings effectively.
Communication: A knack for making the complex simple. You can explain a transformer-based ranking system to a peer or a product manager with equal clarity.
Please submit your CV in English.
This position is open to all candidates.
 
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14/05/2026
Location: Haifa
Job Type: Full Time
we are seeking a skilled and motivated Data Scientist. This individual will play a pivotal role in identifying key data points for collection, developing strategies to accumulate data and deriving actionable insights an anomaly based on a solid foundation of relevant know-how. Also, will also be responsible for creating, testing, and deploying scripts and methods for data collection and analysis to support decision-making. The Engineer will collaborate with cross-functional teams to identify critical data sources to determine the most effective data collection strategies, will develop automated and scalable data collection pipelines, will ensure data quality, integrity, and consistency across all sources and may use AI techniques to refine the results toward failures predictions.
Requirements:
Bachelors degree in computer science, Data Science, Engineering, Mathematics, or a related field.
Advanced degrees in data science or Machine learning / AI - Advance.
Proficiency in programming languages such as Python, R, or MATLAB.
Strong understanding of data manipulation and analysis tools (e.g., Pandas, NumPy, SQL).
Understanding of high speed interfaces such as Ethernet, PCI-E , WiFi.
Experience with data visualization tools such as Tableau, Matplotlib, Graphana.
Strong analytical and critical-thinking skills to identify patterns and outliers.
Customer-obsession, Think and act with the customer in mind!
Goal-driven, Self-motivated, be able to work independently and with teams with people around the globe.
Entrepreneurial, open-minded behavior and can-do attitude.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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12/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a Senior Data Scientist (AI & ML focus).
Responsibilities:
Design, implement, and improve ML and AI models to drive business outcomes across multiple domains, such as recommendation systems, image recognition, ChatBot, etc.
Own the end-to-end ML lifecycle: data preprocessing, feature engineering, model training, validation, and deployment.
Expert level in designing evaluation pipelines to prove performance, scalability, and consistency
Leverage generative AI and LLMs to enhance existing workflows and explore new product opportunities.
Collaborate with Product, Engineering, and Analytics teams to align modeling efforts with business needs.
Clearly communicate complex findings and model insights to stakeholders.
Requirements:
BSc or higher in Computer Science, Mathematics, Statistics, or related fields.
4+ years of hands-on experience as a Data Scientist, ideally within mobile, gaming, or social network industries.
Proven experience with AI/ML frameworks and toolkits (Scikit-learn, TensorFlow, PyTorch, LangChain, etc.)
Familiarity with MLOps best practices, model versioning, experiment tracking, and continuous deployment.
Strong knowledge of machine learning techniques: Classification, regression, segmentation, reranking, model interpretability
Solid background in data analysis and statistics; ability to design experiments and interpret results.
Experience working in cloud environments, especially Google Cloud Platform (GCP) - BigQuery, GCS, Vertex AI (a plus).
Comfortable working in fast-paced, production-critical environments with a sense of ownership and accountability.
Advantages:
Experience developing recommendation engines, especially with deep learning and reranking techniques.
Experience with LLM-based applications, prompt engineering, Agents development, etc.
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior Data Scientist / Applied AI Researcher with deep expertise in NLP and LLM-based systems, and the ability to operate across the full lifecycle, from problem formulation and research design to production deployment and real-world iteration.
You wont be working on isolated experiments. Youll be part of a multidisciplinary team that owns the system end-to-end and is responsible for how it behaves under real production traffic.
This role requires strong scientific discipline and the maturity to balance innovation with practical constraints.
What youll do
End-to-End Ownership: Lead AI security solutions from problem formulation and research design through model development, evaluation, and production deployment. Ensure solutions are measurable, reliable, and effective under real-world traffic.
Drive Technical Direction: Take responsibility for ambiguous AI security problems, propose thoughtful approaches, and drive structured experimentation and deep model analysis.
Build for Scale: Design systems that are not only accurate, but scalable, efficient, and robust.
Staying Updated: Continuously explore advances in NLP and LLM-based systems, and critically assess what is worth integrating into a production environment.
Requirements:
5+ years of hands-on experience applying NLP/DL algorithms, techniques to real-world problems, with strong intuition for textual data and model behavior.
Experience working with LLMs, with a strong grasp of practical best practices and the judgment to apply them throughout the R&D lifecycle when building task-specific models.
Strong proficiency in Python and modern DL frameworks (PyTorch, HuggingFace, etc.).
Experience designing experiments, defining metrics, and analyzing model failures.
A strong drive to solve complex AI security challenges, with both curiosity and pragmatism.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8646370
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
10/05/2026
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a Senior Product Manager to join our fast-growing AI & Data Science group. Reporting to our AI Product Director, you will be supporting the team building products for the next era of AI & Agentic Ecommerce - Where AI agents discover, negotiate, and purchase on behalf of users. You will lead the development of agent-ready experiences, ensuring interoperability with industry protocols, while driving measurable conversion, fraud, and cost outcomes for merchants. The ideal candidate will have a strong background in product management, a deep understanding of AI technologies, a passion for data driven insights, and the ability to translate complex technical concepts into market-leading products.
Responsibilities:
Define and execute the product roadmap for AI & Data Science solutions, aligning with company goals and market needs.
Drive the development and strategic vision for agentic commerce, agent-aware checkout and payment flows. Ensure protocol interoperability and compliance with leading industry standards such as AP2, Visa Trusted Agent Protocol, and Mastercard Agent Pay. Incorporate robust risk and trust signal mechanisms like agent verification, velocity controls, anomaly detection, and human-in-the-loop reviews, all while upholding Responsible AI guardrails.
Collaborate with cross-functional teams, including data science, engineering and commercial teams to bring products from conception to launch.
Conduct market research and competitive analysis to identify trends, opportunities, and challenges in the AI & Agentic Commerce space.
Work closely with data scientists and engineers to define product requirements, prioritize features, and ensure technical feasibility.
Develop and implement go-to-market strategies, ensuring products meet user needs and achieve commercial success.
Monitor product performance, gather feedback from users and stakeholders, and iterate quickly to enhance product offerings.
Stay abreast of advancements in AI & Agentic technologies to continually innovate and improve our product portfolio.
Requirements:
Bachelor's degree or higher in Computer Science, Engineering, Business, or related field.
Minimum of 5 years of experience in product management, preferably in the fintech sector, and managing payment products.
Strong understanding of AI and machine learning technologies, including LLM and agents, and their application in solving business problems.
Proven track record of developing and launching successful products.
Excellent communication and interpersonal skills, with the ability to work effectively with technical and non-technical teams.
Strong analytical and problem-solving skills, with a data-driven approach to decision making.
Ability to thrive in a fast-paced, dynamic environment, managing multiple projects and priorities.
Nice to Have:
Familiarity with Google AP2, Visa Trusted Agent Protocol, Mastercard Agent Pay, or adjacent standards.
Familiarity with Databricks, feature stores, vector DBs, MLflow/MLOps, BI, real-time events and big data.
Prior experience with payment stacks: knowledge of tokenization, card-present vs. card-not-present, 3DS2/SCA, network rules, APMs, and settlement/reconciliation basics.
Prior experience with fraud stacks, dispute resolution, and model governance in regulated environments.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8644485
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Tel Aviv-Yafo and Ramat Gan
Job Type: Full Time
Required Staff Data Scientist, GenAI and Agentic SOC
About the job
Our software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to our needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. You will anticipate our customer needs and be empowered to act like an owner, take action and innovate. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. we accelerate every organizations ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage our cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to us as their trusted partner to enable growth and solve their most critical business problems.
Responsibilities
Drive the technical direction and execution for all machine learning (ML) and AI initiatives within the team, acting as the central tech lead for our Generative AI transformation.
Design, build, and scale the core infrastructure and pipelines necessary to develop, fine-tune, and deploy autonomous security agents (like our alert response agents) into production.
Create testing and evaluation methodologies to continuously measure the safety, accuracy, and performance of LLMs and agentic workflows in high-stakes security environments.
Partner closely with software engineering, product, and UX teams to seamlessly blend deterministic playbooks with dynamic AI intelligence, ensuring a flawless experience for SOC analysts.
Mentor peers, set the standard for ML operational excellence, and foster a startup-like culture of rapid, safe experimentation and innovation.
Requirements:
Minimum qualifications:
Batchelor's degree or equivalent practical experience.
10 years of experience in software engineering and data science.
Preferred qualifications:
Experience leading the technical direction of machine learning or data science projects from inception to production.
Experience developing, fine-tuning, and deploying generative AI and Large Language Models (LLMs) in enterprise environments.
Experience designing and implementing evaluation frameworks to measure the safety, accuracy, and performance of AI models.
Experience architecting machine learning infrastructure and data pipelines for autonomous or agent-based systems.
Experience collaborating with cross-functional software engineering, product management, and UX teams to integrate AI models into user-facing products.
Experience working with cybersecurity concepts, such as incident response, threat detection, SIEM, or SOAR workflows.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8642014
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
מיקום המשרה: הרצליה
סוג משרה: משרה מלאה
חברתנומחפשת Senior Data Scientist להצטרפות לצוות הפועל בחזית המחקר והפיתוח הטכנולוגי.

התפקיד כולל פיתוח מודלי Machine Learning לזיהוי, התאמה ואיחוד ישויות ממקורות מידע שונים ופיתוח אלגוריתמים ל-Entity Matching ו-Entity Resolution.

שימוש ב-Graph ו-Node Embedding, ועבודה עם נתונים בהיקפים גדולים לצורך שיפור איכות המידע וזיהוי קשרים בין ישויות.

העבודה כוללת פיתוח פתרונות מבוססי: Entity Matching, Entity Resolution, Link Prediction, Graph / Node Embedding

התנהלות עם נתונים בהיקפים גדולים, בניית פיצ'רים, ופיתוח מודלים המשפרים את יכולת הזיהוי והקישור בין ישויות במאגרי מידע שונים.

הזדמנות לעבודה בסביבה מגוונת עם השפעה אמיתית, בלב הבטחון והטכנולוגייה.



תחומי אחריות

פיתוח מודלים מתקדמים ל-Entity Matching ו-Entity Resolution
עבודה עם גרפים ו-Node Embedding לזיהוי קשרים בין ישויות
פיתוח Pipeline מלא למודלים: איסוף נתונים, Feature Engineering, אימון והטמעה
עבודה עם כמויות גדולות של נתונים (Big Data)
שיפור מתמיד של דיוק המודלים והרחבת יכולות הזיהוי
שיתוף פעולה עם צוותי Data ו-Engineering
דרישות:
השכלה רלוונטית כגון תואר ראשון במדעי המחשב / מתמטיקה / סטטיסטיקה או תחום רלוונטי
ניסיון של 3 שנים לפחות בפיתוח מודלי Machine Learning
ניסיון בעבודה עם Entity Matching / Entity Resolution - יתרון משמעותי
ניסיון בעבודה עם גרפים או Graph ML - יתרון
שליטה ב-Python
ניסיון עם Big Data
ניסיון בבניית Feature Engineering ו-ML Pipelines
ניסיון עם PySpark - יתרון המשרה מיועדת לנשים ולגברים כאחד.
 
עוד...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8639533
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
מיקום המשרה: הרצליה
סוג משרה: משרה מלאה
חברתנו מחפשת חוקר/ת Data Science להצטרפות לצוות הפועל בחזית המחקר והפיתוח הטכנולוגי.

התפקיד כולל התמודדות עם אתגרים טכנולוגיים מורכבים ורבתחומיים, תוך שילוב בין עולמות התקשורת, אבטחת המידע ולמידת מכונה.

העבודה עוסקת בפתרון בעיות חדשניות שאין להן לרוב מענה מוכן בתעשייה או באקדמיה.

העיסוק כולל עיבוד וניתוח כמויות מידע גדולות (Big Data), פיתוח מודלים מתמטיים מתקדמים, תכנון ומימוש אלגוריתמים לניתוח נתונים, והעמקה תיאורטית ומעשית בתחום תקשורת הנתונים.

הזדמנות לעבודה בסביבה מגוונת עם השפעה אמיתית, בלב הבטחון והטכנלוגייה.
דרישות:
תואר שני לפחות ממוסד אקדמי מוכר בתחומים כמותיים/הנדסיים רלוונטיים (מדמח, הנדסת חשמל, מתמטיקה, פיזיקה, סטטיסטיקה, מדעי הנתונים וכד)

ניסיון של שנתיים לפחות במחקר או בפיתוח בתחומים אנליטיים/אלגוריתמיים

ניסיון בעבודה עם כמויות נתונים גדולות ובבניית מודלים סטטיסטיים או אלגוריתמיים

היכרות עם סביבות פיתוח וכלי Data מתקדמים

הערה: ניסיון מחקרי או תעשייתי משמעותי במיוחד עשוי להוות חלופה לחלק מדרישות ההשכלה





יתרונות:

ניסיון בתשתיות ML (PyTorch / TensorFlow / scikit-learn)

ניסיון במערכות מבוזרות או Big Data (Spark)

ניסיון ב-Kubernetes

היכרות עם PostgreSQL

רקע בתקשורת נתונים / עיבוד אותות / סייבר

ניסיון בפיתוח אלגוריתמים מאפס

פרסומים אקדמיים או ניסיון מחקרי מתקדם המשרה מיועדת לנשים ולגברים כאחד.
 
עוד...
הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8639510
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