דרושים » מדעים מדוייקים » Principal AI Scientist, Fintech Innovation Architecture

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חברה חסויה
Location: Petah Tikva
Job Type: Full Time
Required Staff Software Engineer, AI
Company Overview
We are the global financial technology platform that powers prosperity for the people and communities we serve. With approximately 100 million customers worldwide using products such as TurboTax, Credit Karma, QuickBooks, and Mailchimp, we believe that everyone should have the opportunity to prosper. We never stop working to find new, innovative ways to make that possible.
Job Overview
Come join the team as a Staff AI Engineer.
Our Data Exchange group is responsible for acquiring millions of transactions and statements a day to satisfy our customers needs in all our products.
You will utilize your skills to help develop and maintain backend services leveraging AI and machine learning models, using both analytical algorithms and deep learning approaches, to acquire data from financial institutions on behalf of our users.
Responsibilities:
Lead and apply best practices in AI driven software lifecycle management, from ideation, through development and evaluation to production deployment.
Build a backend service with AI in its core at scale (millions of users and requests daily)
Collaborate with stakeholders to define success criteria and align model metrics with business goals
Work side-by-side with product managers, business analytics, data scientists, and backend engineers in enabling AI solutions for business use cases
Explore the state-of-the-art technologies and apply them to deliver customer benefits
Requirements:
8+ years industry experience
2+ years industry experience bringing AI models from modeling to production
Expertise and experience in data mining algorithms and statistical modeling techniques such as classification, regression, clustering, anomaly detection, and text mining
Strong understanding of the Software design and architecture process
Experienced with working in cloud production-grade high-scale microservices environment
Languages such as Python & Java
Building and maintaining AI based applications at scale in production
Experience with agentic systems or multi-agent orchestration in AI workflows and AI observability practices.
Exposure to Knowledge Graphs, RAG (Retrieval-Augmented Generation), or semantic search.
Understanding of AI infrastructure components, including the prompt lifecycle, fallback logic, and feature-level configuration.
Excellent oral and written English communication skills: demonstrated ability to explain complex technical issues to both technical and non-technical audiences
BS, MS in an appropriate technology field (Computer Science, Statistics, Applied Math, Operations Research), or equivalent work experience
Advantage:
Data science model training:
Well versed in Data Science languages, tools and frameworks, including data processing platforms and distributed computing systems (for example Python, R, SQL, SKLearn, NumPy, Pandas, TensorFlow, Keras)
Familiarity with vector database
Machine Learning experience.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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15/02/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
Required AI Engineer
About The Position
Company Overview:
We are a global leader in digital intelligence solutions, empowering law enforcement, intelligence agencies, and enterprises to protect and save lives, accelerate justice, and make communities safer.
Our AI-powered Digital Intelligence Platform enables lawful access, collection, analysis, and sharing of digital evidence, while preserving data privacy and ensuring compliance.
Our solutions are trusted by thousands of agencies and organizations worldwide, across cloud, on-premises, and hybrid deployments.
Position Overview:
The Forensic Research Group (FRG) is seeking a highly skilled AI Engineer to help define the future of intelligent forensic research platforms.In this role, you will lead the design and integration of advanced AI capabilities into a large-scale, production-grade environment, working closely with core engineering and research teams.
You will contribute to unifying internal tools and workflows into a cohesive, AI-driven ecosystem that significantly enhances developer and researcher productivity.You will also drive the evolution of automation and analysis pipelines, replacing brittle processes with robust, scalable, and intelligent solutions.
A key part of the role involves exploring complex datasets, evaluating models, and applying generative AI and heuristic approaches to uncover, structure, and interpret digital artifacts.This position offers the opportunity to work on challenging problems at the intersection of AI, systems engineering, and data analysis, with real influence over architecture, tooling, and research direction.
If you are motivated by building high-impact AI systems, solving non-trivial technical problems, and enabling teams to operate at a higher level, this role provides a unique opportunity to make a lasting impact in a mission-driven domain.
Key Responsibilities:
Develop and implement AI solutions to parse and analyze data from forensic extractions, including mobile devices.
Design, build, test, and maintain efficient, reusable, and reliable C# .NET code with integration to cloud services in AWS.
Utilize heuristic-based methods and GenAI technologies to enhance data identification and classification.
Research, explore data, assess, and implement the best models to solve various forensic research problems.
Collaborate with other professionals across the company, combining AI, Forensic Research, and Engineering expertise.
Translate forensic research methods into AI algorithms and innovation suggestions.
Requirements:
Proven experience in AI engineering, with a focus on data parsing and analysis.
Over 3 years of hands-on experience in object-oriented development, preferably using .NET C#
Familiarity with cloud technologies, preferably in an AWS environment.
Fluency with scripting languages like Python for research purposes.
Excellent communication skills and the ability to work independently.
Strong problem-solving skills and attention to detail.
Self-learning skills and motivation to make an impact.
Additional Preferred Qualifications:
Experience in forensic research and reverse engineering of mobile apps.
Proficiency in server-side development, including multi-threaded and asynchronous programming.
Background in Data Science, Machine Learning, or algorithm development.
Experience with multi-agent frameworks, SQL AI agents, and model assessment.
Experience in conducting performance testing and profiling.
Proficiency in designing and comprehending complex system architectures.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Petah Tikva
Job Type: Full Time
We're looking for a seasoned Senior Data Scientist to be a hands-on technical powerhouse and strategic driver on our team. You wont just build models; you will personally architect and implement the next generation of our decision engines, owning our most complex modeling challenges from whiteboard to production.

As a senior, hands-on member of the team, you will be a go-to expert. While you'll guide and mentor other data scientists, your primary focus will be on leading by example: executing on high-impact projects that define our competitive edge and directly influence our revenue. You'll contribute to the roadmap, not just follow it.


What Youll Do

Architect & Build: Lead the architectural design and hands-on implementation of our most critical ML models, tackling complex challenges in auction dynamics, user valuation, and more at a massive scale.

Influence Strategy: Contribute to and influence the data science roadmap in collaboration with Product and Engineering, ensuring our efforts are focused on maximum business impact.

Outsmart the Competition: Lead the charge in our high-stakes auction environment where your models edge creates outsized financial returns. You will design and own the experimentation framework to prove your impact.

Elevate Our Technical Bar: Set best practices for modeling and coding, and mentor other data scientists through complex technical challenges, code reviews, and model design sessions.
Requirements:
You have a 4+ year track record of personally driving end-to-end data science projects that delivered significant, measurable business value.

An MSc or PhD in a quantitative field (e.g., Computer Science, Data Science, Mathematics) is a firm requirement for this role.

You have demonstrated experience mentoring data scientists and guiding projects from a technical standpoint, leading by example.

You are a strong communicator and leader, capable of influencing the team's technical direction and clearly articulating complex results to business stakeholders.

You have a deep, intuitive understanding of the Ad-Tech ecosystem, with a strong perspective on auction dynamics and how to exploit market inefficiencies.

You possess expert-level knowledge of machine learning, statistics, and experimental design, paired with expert coding skills in Python and SQL.

You have a "nose for value" and the self-motivation to consistently connect your technical work to commercial outcomes.

Expertise with Spark or other Big Data technologies is essential for success at our scale.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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15/02/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
We are looking for a talented and driven developer to join our Research Engineering team and contribute to the development of scalable, cloud-native AI solutions on AWS. This role focuses on building and maintaining infrastructure and services that support advanced machine learning workflows, real-time inference, and robust observability.
You will research and build data-driven applications. Research and develop Machine Learning algorithms to turn forensic data into investigation leads, evidence, and intelligence insights. Be a part of a heterogeneous, multi-disciplinary research team. Take projects end to end, from the inception of the idea, through data and algorithm research and POC development. The work is both analytical and experimental in nature and includes prototyping of new algorithms, investigating data, and evaluating algorithm performance.
Responsibilities:
Design and implement features for our AWS-based AI solution, including job orchestration, manifest generation, and API integrations.
Develop and maintain CI/CD pipelines using GitHub Actions, CDK, and AWS infrastructure (e.g., SageMaker, Lambda, Bedrock).
Ensure code quality and reliability through comprehensive unit testing, performance testing, and observability enhancements.
Collaborate with cross-functional teams to integrate AI services into broader investigation workflows and runtime environments.
Troubleshoot deployment issues and contribute to the continuous improvement of dashboards and monitoring tools.
Requirements:
Proficiency in Python and Typescript, with experience in API development and cloud-native architectures.
Hands-on experience with AWS services including SageMaker, Lambda, etc.
Experience with machine learning libraries such as PyTorch, Pandas, NumPy, and related data processing tools.
Ability to write clean, maintainable code and contribute to shared documentation and best practices.
Familiarity with GitHub workflows, secrets management, and secure deployment practices.
Familiarity with Amazon EKS and Kubernetes-based deployments.
Experience with GenAI infrastructure, semantic caching, and LLM integration.
Knowledge of observability tools like Datadog and log aggregation strategies.
Prior contributions to scalable AI platforms or high-throughput batch processing systems.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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15/02/2026
Location: Petah Tikva
Job Type: Full Time
We are looking for an AI Quality & Evaluation Engineer to own the quality planning and execution of an AI-powered chat application operating over complex law enforcement and mobile device data.
This is a highly hands-on role focused on execution rather than high-level QA strategy. You will design, build, and run automated and semi-automated tests for LLM-driven workflows, create evaluation datasets, and continuously stress the system with realistic and extreme investigative scenarios.
What you will be doing:
Design, plan, and execute quality tests for an AI chat application built on LLMs and investigative data.
Build and maintain automation frameworks for prompt regression testing, multi-turn conversations, and model upgrades.
Create and curate evaluation datasets used for regression testing, benchmarking, and model comparison.
Design complex investigative scenarios including ambiguous, incomplete, or conflicting datasets.
Execute manual exploratory testing to uncover hallucinations, reasoning failures, and edge cases.
Work closely with engineering, product, and data teams as part of the development lifecycle.
Validate release readiness and identify regressions related to prompts, models, or data pipelines.
What makes this role different:
You are evaluating AI behavior rather than fixed expected outputs.
You help define what correctness and quality mean for AI reasoning over sensitive data.
You actively invent scenarios to stretch and break the system.
Your work directly impacts trust, reliability, and investigative confidence.
Requirements:
What you should bring
5+ years of experience in QA, test automation, or validation engineering.
Strong hands-on experience building automated tests.
Experience testing complex, data-heavy systems.
Familiarity with API testing tools (e.g., Postman).
Strong analytical, debugging, and problem-solving skills.
High attention to detail with the ability to see the bigger picture.
Excellent English, written and spoken.
Nice to have:
Experience testing AI, ML, or LLM-based systems.
Experience with prompt testing or NLP evaluation techniques.
Experience building synthetic or semi-synthetic datasets.
Experience working with databases (SQL).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
05/03/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
Build high-quality, clean, scalable and reusable code by enforcing best practices around software engineering architecture and processes (Code Reviews, Unit testing, etc.)
Work with the product owners to understand detailed requirements and own your code from design, implementation, test automation and delivery of high-quality product to our users.
Design software that is simple to use to allow customers to extend and customize the functionality to meet their specific needs
Contribute to the design and implementation of new products and features while also enhancing the existing product suite
Be a mentor for colleagues and help promote knowledge-sharing
Requirements:
Experience in leveraging or critically thinking about how to integrate AI into work processes, decision-making, or problem-solving. This may include using AI-powered tools, automating workflows, analyzing AI-driven insights, or exploring AI's potential impact on the function or industry.
6+ years of experience with Java or a similar OO language
Passion for JavaScript and the Web as a platform, reusability, and componentization
Experience with data structures, algorithms, object-oriented design, design patterns, and performance/scale considerations
Experience with any of the modern UI frameworks like Angular, React or Vue
Analytical and design skills
Ability to manage projects with material technical risk at a team level
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
05/03/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
Build high-quality, clean, scalable and reusable code by enforcing best practices around software engineering architecture and processes (Code Reviews, Unit testing, etc.)
Work with the product owners to understand detailed requirements and own your code from design, implementation, test automation and delivery of high-quality product to our users.
Design software that is simple to use to allow customers to extend and customize the functionality to meet their specific needs
Contribute to the design and implementation of new products and features while also enhancing the existing product suite
Be a mentor for colleagues and help promote knowledge-sharing
Requirements:
Experience in leveraging or critically thinking about how to integrate AI into work processes, decision-making, or problem-solving. This may include using AI-powered tools, automating workflows, analyzing AI-driven insights, or exploring AI's potential impact on the function or industry.
6+ years of experience with Java or a similar OO language
Passion for JavaScript and the Web as a platform, reusability, and componentization
Experience with data structures, algorithms, object-oriented design, design patterns, and performance/scale considerations
Experience with any of the modern UI frameworks like Angular, React or Vue
Analytical and design skills
Ability to manage projects with material technical risk at a team level
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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15/02/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
Required AI Platform Engineer
Position Overview:
We're assembling a small-scale team of innovators committed to a transformative mission: advancing generative AI from conceptual breakthrough to tangible product reality. As an AI Platfrom Engineer, you will be a critical architect of the technological infrastructure that brings our most ambitious GenAI concepts to life, transforming our digital intelligence solutions through cutting-edge AI innovation.
Build advanced AI platform that operates both as a cloud SaaS and as a fully self-contained on-prem / edge deployment, designed for privacy-sensitive and security-critical environments, at the intersection of backend development, AI integration, DevOps, and open-source systems engineering.
You will be part of the core team responsible for adapting, hardening, and operating our SaaS architecture in on-prem and single-node environments (on Prem servers, laptops). Working closely with architecture and product management and play a key role in making complex AI systems deployable, reliable, and operable outside the cloud.
Key Responsibilities
Platform & Application Engineering:
Adapt cloud-native AI services to on-prem and edge deployments (single node, no managed cloud services).
Build and maintain full-stack components: Backend APIs (Python / Node.js), Lightweight UIs or internal tools when needed, Ensure services are stateless, configurable, and portable across environments.
AI & Open-Source Integration:
Integrate and operate open-source LLMs for:
RAG pipelines
Agentic workflows
Tool calling and orchestration
Work with: Embedding models, Vector databases (local and embedded modes), Analytical engines (e.g., embedded SQL / columnar systems), Optimize inference for CPU / single-GPU environments (quantization, batching, caching).
DevOps & Runtime Engineering (Strong Focus):
Package services into portable Docker containers usable in:
On-prem servers (Kubernetes)
laptop / edge devices
Implement in-process scaling strategies (worker pools, task queues, batching).
Build simple, reliable deployment and startup flows (no heavy orchestration).
Manage configuration, secrets, logging, and observability in constrained environments.
Systems & Reliability:
Design for: Offline operation, Limited resources, Predictable performance
Implement graceful degradation between: SaaS mode, On-prem server mode, Single-node / laptop device mode, Debug complex interactions across AI models, storage, and runtime systems.
Requirements:
Core Engineering
6+ years of progressive full-stack development experience
Strong experience with Python and/or Node.js in production systems
Solid understanding of backend architecture, APIs, and service boundaries.
Experience building containerized applications with Docker.
AI / Data Systems:
Hands-on experience integrating: LLMs (open-source preferred), RAG pipelines, Embedding models and vector search
Understanding of AI performance constraints (latency, memory, batching).
DevOps / Platform Skills:
Practical experience with: Linux environments, Container runtimes, Local and on-prem deployments
Comfortable operating systems without managed cloud services.
Ability to reason about CPU/GPU utilization, memory limits, and scaling trade-offs.
Open-Source Mindset:
Strong familiarity with open-source ecosystems.
Ability to read, debug, and extend third-party code.
Preference for pragmatic solutions over heavy frameworks.
Nice to Have:
Experience with: On-prem, air-gapped, or regulated environments, Embedded or edge deployments, Analytical engines (DuckDB, ClickHouse, Trino, etc.), Vector DBs (Qdrant, Milvus, pgvector)
Exposure to Kubernetes (not required for edge devices).
Experience in security-sensitive domains.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Petah Tikva
Job Type: Full Time
We are looking for a highly technical CTF Infrastructure Engineer to join our team. This role combines the technical depth of a Cyber Range Engineer with the creative and storytelling aspects of system gamification.
In this role, you will design and implement the infrastructure behind our Capture The Flag (CTF) environments, while also taking part in architecting the CTF scenarios themselves. You will be responsible for building and orchestrating complex, cloud-based lab environments where our security validation takes place.
This is a unique position for an engineer who combines creativity with deep technical problem-solving. You wont just be provisioning servers for uptime; you will develop the logic that spins up realistic, intentionally vulnerable, and dynamic environments in the cloud to simulate real-world attack scenarios. You will utilize our internal infrastructure, automate flows with Python, and perform deep configurations on Windows and Linux systems to set the stage for cyber attacks.
As part of this role, you will also take part in creating unique stories and hands-on experiences for CTF scenarios, working closely with security researchers to translate real-world threats into engaging, reproducible challenges.
Roles and Responsibilities:
End-to-End CTF Ownership: Design and build new Capture The Flag experiences from concept to execution, including scenario design, infrastructure, automation, and validation.
CTF Environments Development: Write code (primarily in Python) to automate the creation and behavior of complex lab environments.
Cloud Architecture: Design, deploy, and manage dynamic network environments on AWS using Terraform.
Deep System Configuration: Configure Windows and Linux internals (Registry, GPO, domain settings) using PowerShell and Bash to support specific attack vectors and research scenarios.
Pipeline Management: Maintain and tweak the logic of our build environments using Jenkins (writing and managing Groovy scripts).
Work closely with Security Researchers to understand new threats and translate them into reproducible, runnable lab environments.
Requirements:
Proficiency in Python.
Deep understanding of Linux and Windows administration and configuration.
Strong scripting abilities in Bash and PowerShell.
Hands-on experience with AWS.
Experience with Terraform for defining cloud resources.
Familiarity with Jenkins and ability to work with Groovy pipelines.
Creativity and a constant desire to learn new technologies and domains.
Preferred skills:
Background in cybersecurity or experience building Capture The Flag (CTF) environments.
Experience extending or automating CTFd (plugins, scripts, APIs, or custom workflows).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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17/02/2026
חברה חסויה
Location: Petah Tikva
Job Type: Full Time
We are seeking a Performance Engineer to join our Core department. In this pivotal role, you will lead performance engineering efforts across our company, working closely with the entire R&D department.
Your mission is establishing and implementing a comprehensive non-functional testing strategy to ensure system performance, stability, and availability.
You will identify potential bottlenecks, define testing standards, and collaborate with development teams to optimize our platforms performance.
Responsibilities:
Establish a holistic non-functional testing strategy for system performance, stability, and availability.
Define test code standards, tools, monitoring, and troubleshooting procedures.
Acquire deep knowledge of system architecture to identify and mitigate potential performance bottlenecks and risks.
Validate the performance of new product capabilities alongside product design and development.
Document performance requirements and metrics, working with development teams to implement them.
Generate performance reports and metrics, providing insights and recommendations for improvements.
Lead performance testing efforts, including load, stress, and scalability testing.
Implement and utilize application monitoring and observability tools to detect and resolve performance issues proactively.
Collaborate across teams to ensure performance considerations are integrated throughout the software development lifecycle.
Mentor and guide team members, promoting best practices in performance engineering.
Requirements:
Bachelors degree in computer science or equivalent experience.
5+ years of proven experience in load and performance software testing.
Experience with K6 load testing tool
Experience with Grafana for monitoring, visualization, and analysis
Proven experience with API performance testing tools and frameworks.
Experience with application monitoring and observability tools.
Strong analytical, diagnostic, and problem-solving skills, with the ability to work independently and lead projects.
Knowledge of SQL and database performance optimization.
Solid scripting and programming skills, preferably in Python, JS, Java, or C#.
Ability to work in a dynamic, multi-tasking environment.
Excellent collaboration and communication skills; a team player.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
8550260
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