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קרול יועצים
דרושים בקרול יועצים
Location: Tel Aviv-Yafo and Ramat Gan
Job Type: Full Time
We are seeking a highly skilled and experienced AI Senior Software Architect to join our team in. This role requires a professional with robust technology knowledge and exceptional management skills. The ideal candidate will be a hands-on manager and technical lead, with proven experience in creating AI architectures and designing solutions, particularly in the domain of Large Language Models (LLMs).

Key Responsibilities:

Lead the architecture, design, and development of AI LLM application solutions for the Israeli education system.

Convert existing applications into AI-driven solutions.

Design and implement agentic AI solutions, ensuring they meet the needs of the organization.

Provide guidelines, practices, and tools for testing AI solutions, and ensure high- Quality Assurance standards.

Guide and support content creation teams with prompt engineeri
Requirements:
Requirements:
Technical Expertise:

Proven experience in development languages: Python,.NET C#, JavaScript, TypeScript.

Proven experience with tools and frameworks: Azure OpenAI, OpenAI, Claude AI, Gemini AI, RAG tools, LangChain, LangGraph.

Experience with relational and non-relational databases such as SQL, MySQL, MongoDB, and vector databases like Pinecone.

Experience:

At least 3+ years in the role of a Software Architect.

At least 1+ years in developing and/or designing AI applications.

Management and Leadership:

Strong management skills with a hands-on approach.

Excellent problem-solving skills and the ability to think critically.

Proven ability to lead and mentor technical teams.

Communication and Collaboration:
This position is open to all candidates.
This position is open to all candidates.
 
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05/06/2025
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We seek a Lead AI Engineer specializing in prompt engineering and optimizing large language models (LLMs) for real-world applications. In this role, you will not only design effective prompts, improve model responses, and build AI agents, but also take the lead in shaping and delivering the initial AI-powered product for the company. You'll be responsible for driving the technical vision, building from scratch, and leading the implementation of AI-driven capabilities that will become a core part of our product offering.
Responsibilities:
Prompt Engineering: Develop, test, and optimize prompts for high-quality AI responses across different tasks.
Retrieval-Augmented Generation (RAG): Implement RAG-based solutions to improve AI responses using external knowledge bases.
Integration & API Development: Work with software engineers to embed AI features into our product via APIs.
AI Agent Development: Design, build, and deploy autonomous AI agents that can reason, and execute multi-step tasks using LLMs, tools, memory, and APIs.
Experimentation & Evaluation: Continuously refine models using A/B testing, human feedback loops, and AI evaluation metrics.
Stay Updated: Keep up with the latest LLM advancements and best practices in the AI industry.
Product applications: Apply LLMs and agents to real-world scenarios that solve meaningful user problems.
Product implementation: Work closely with the product team to secure delivery is aligned with expected product requirements
Response validation: Implement a process to ensure accurate KPI measurement and consistent, expected outcomes.
Requirements:
+4 years of experience as an AI and/or prompt engineer (OpenAI API, Anthropic Claude, etc.).
Proven experience building AI agents using frameworks like LangChain, AutoGPT, or custom stacks
Proficiency in Python and AI frameworks (PyTorch, LlamaIndex).
Deep understanding of tool use, memory, and autonomous task design for agents
Familiarity with embedding models and vector databases (FAISS, Pinecone, Weaviate).
Experience working with NLP pipelines, tokenization, and text preprocessing.
Strong analytical and problem-solving skills.
Strong business acumen with a proven ability to translate strategic objectives into actionable initiatives.
Preferred Qualifications:
Experience with cloud platforms (AWS, GCP, Azure) for AI deployment.
Previous experience integrating AI into production systems
Knowledge of MLOps best practices and CI/CD pipelines for AI models.
MSc Machine Learning & Data Science.
This position is open to all candidates.
 
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Location: Tel Aviv-Yafo
Job Type: Full Time
Are you passionate about AI and machine learning? Do you thrive on rapid experimentation, prototyping, and building innovative tools that solve real business problems?
Do you enjoy diving into unfamiliar technologies, quickly assessing and demonstrating their potential impact?
Were looking for an exceptional AI Innovation Engineer to join the Office of the CEOsomeone who can seamlessly blend deep technical expertise with product thinking and business acumen. In this high-impact role, youll lead AI initiatives that drive both internal efficiency and product innovation, working closely with the CEO, R&D, and Product teams.
Youll take ownership of architecting and building fast-moving PoCs, exploring new technologies, and developing custom solutions that go beyond standard integrations to deliver real business impact.
As an AI Innovation Engineer, you will:
Rapidly design and develop PoCs using cutting-edge AI and ML technologies.
Lead the design and development of AI-powered tools that streamline internal processes and boost productivity.
Build innovative AI features into product suite, focusing on tangible customer and business impact.
Explore and evaluate new frameworks, tools, and approacheswithout being limited to familiar stacks.
Partner closely with Product teams to deeply understand use cases, define requirements, and shape AI-driven solutions.
Work hand-in-hand with R&D and Engineering teams to bring AI concepts to lifefrom ideation to production.
Take ownership of complex technical challenges, architecting AI solutions that are scalable, maintainable, and robust.
Act as a trusted advisor to the CEO, providing insight into the strategic application of AI across the business.
Research, evaluate, and implement emerging AI technologiesprioritizing in-house development of tailored solutions where it creates strategic advantage.
Bridge technical and business worlds, ensuring AI initiatives align with overall company objectives.
Requirements:
3+ years of experience in software engineering, with a proven track record of delivering fast, functional PoCs across diverse technologies.
Ability to quickly assess, prototype, and demonstrate emerging technologies, even without prior hands-on experience.
Proven experience designing, building, and deploying AI-powered tools and frameworksnot just integrating third-party APIs.
Strong understanding of machine learning algorithms, LLMs, and AI system design.
Product- and business-oriented mindset: ability to translate business needs into AI-driven product features and real-world solutions.
Proficiency in Python and experience with AI/ML libraries (TensorFlow, PyTorch, Hugging Face).
Deep familiarity with AI APIs (OpenAI, Google AI, Azure AI), plus flexibility to experiment with unfamiliar tools.
Strong collaboration skills, working closely with Product and Engineering teams.
Fluent in English, with excellent communication skills for cross-functional collaboration and leadership visibility.
Nice to Have:
Experience working in innovation labs or R&D environments.
Experience with cloud platforms (AWS, GCP, Azure) and scalable AI infrastructure.
Familiarity with containerization (Docker, Kubernetes) and CI/CD pipelines for AI deployments.
Knowledge of MLOps tools and frameworks (e.g., MLflow, Kubeflow, Airflow).
Experience with vector databases, RAG pipelines, and knowledge management systems.
Prior experience translating PoCs into productized features or guiding teams through the transition from prototype to production.
Open-source contributions or research publications in AI/ML.
This position is open to all candidates.
 
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28/05/2025
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
This is a role in our companys core AI group, which specializes in developing cutting-edge AI solutions in healthcare, enhancing medical imaging and diagnostics. As a Tech Leader in the AI Algorithm Engineering group, you will play a pivotal role in both managing end-to-end AI research and development efforts and hands-on involvement in key-initiatives. Your responsibility will include design, implementation, guidance and mentoring for team members, and representing the AI considerations in cross-team discussions. You will leverage your extensive experience to lead multiple AI projects, and will be a key figure in leading successful execution and in finding creative solutions to difficult bottlenecks, across data, AI, engineering and product considerations.
Responsibilities
Lead the design, development, and implementation of accurate and robust AI algorithms for medical data with a hands-on approach.
Collaborate with cross-functional teams, including data scientists, software engineers, product managers and clinical data experts, to ensure AI considerations have a profound impact on R&D and Product decisions across the projects.
Design and conduct research and experimentation to improve algorithm performance and accuracy.
Stay at the forefront of the latest advancements in AI and machine learning, particularly in the medical domain, and drive their adoption within the team.
Oversee multiple projects, ensuring successful execution, timely delivery and alignment with product and business objectives.
Provide strategic direction and technical mentoring to elevate the capabilities of the AI team.
Requirements:
Master's or Ph.D. degree in Computer Science, Electrical Engineering, Physics, or a related field.
7+ years of experience in designing and implementing AI/DL algorithms, with a preference for experience in healthcare or medical imaging.
Proven track record of leading AI projects and delivering AI solutions to commercial success.
Exceptional analytical and problem-solving skills.
Strong ability to work independently and as part of a cross-functional team.
Excellent communication and collaboration skills, with the ability to articulate complex technical concepts to non-technical stakeholders.
Proficiency in Python and familiarity with relevant AI/ML frameworks.
Experience in both computer vision and NLP is highly desirable.
Prior experience in the healthcare industry is an advantage.
This position is open to all candidates.
 
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20/05/2025
Location: Tel Aviv-Yafo
Job Type: Full Time
In this role, youll lead a team of top-tier software engineers, owning the architecture, scalability, and seamless integration of AI-driven capabilities into a high-performance, real-time security platform. You'll play a key role in transforming advanced AI technologies into impactful, production-ready solutions.

Our group combines the speed and creativity of a startup with the backing of a global cybersecurity leader. If you're passionate about solving complex technical problems, leading exceptional talent, and building innovative AI-powered systems with real-world impact we want to hear from you.


Key Responsibilities
Lead, mentor, and grow a team of software engineers, fostering a high-performing culture and supporting recruitment, onboarding, and career development
Drive the design, architecture, and technical direction of the AI-powered product, ensuring it meets performance, scalability, and integration goals
Work closely with data scientists, product managers, and engineering teams to align on strategy, execution, and delivery
Ensure robust, scalable, and reliable deployment in production
Stay on top of emerging AI technologies and best practices, evaluating and integrating advancements to keep the product and team at the cutting edge
Requirements:
5+ years of hands-on software engineering experience, including at least 2 years in a technical leadership role within AI or data-intensive product teams
Proficiency in Python, with strong experience designing, building, and operating scalable backend systems and cloud-native applications in production environments
Strong leadership and execution skills, with a demonstrated ability to mentor engineers, lead cross-functional initiatives, and align technical execution with product and business objectives
Experience developing and maintaining robust data pipelines and backend services that integrate with data science workflows and support AI-powered product features
Practical experience with GenAI frameworks (e.g., OpenAI APIs, LangChain, vector databases), and a solid understanding of integrating LLMs into real-world systems using RAG, agent-based architectures, and structured data
Background in cybersecurity or network infrastructure strong advantage
BSc in Computer Science or a related field; MSc advantage
This position is open to all candidates.
 
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7 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
If you share our love of sports and tech, you've got the passion and will to better the sports-tech and data industries - join the team. We are looking for a Data & AI Architect.
Responsibilities:
Build the foundations of modern data architecture, supporting real-time, high-scale (Big Data) sports data pipelines and ML/AI use cases, including Generative AI.
Map the companys data needs and lead the selection and implementation of key technologies across the stack: data lakes (e.g., Iceberg), databases, ETL/ELT tools, orchestrators, data quality and observability frameworks, and statistical/ML tools.
Design and build a cloud-native, cost-efficient, and scalable data infrastructure from scratch, capable of supporting rapid growth, high concurrency, and low-latency SLAs (e.g., 1-second delivery).
Lead design reviews and provide architectural guidance for all data solutions, including data engineering, analytics, and ML/data science workflows.
Set high standards for data quality, integrity, and observability. Design and implement processes and tools to monitor and proactively address issues like missing events, data delays, or integrity failures.
Collaborate cross-functionally with other architects, R&D, product, and innovation teams to ensure alignment between infrastructure, product goals, and real-world constraints.
Mentor engineers and promote best practices around data modeling, storage, streaming, and observability.
Stay up-to-date with industry trends, evaluate emerging data technologies, and lead POCs to assess new tools and frameworks especially in the domains of Big Data architecture, ML infrastructure, and Generative AI platforms.
Requirements:
At least 10 years of experience in a data engineering role, including 2+ years as a data & AI architect with ownership over company-wide architecture decisions.
Proven experience designing and implementing large-scale, Big Data infrastructure from scratch in a cloud-native environment (GCP preferred).
Excellent proficiency in data modeling, including conceptual, logical, and physical modeling for both analytical and real-time use cases.
Strong hands-on experience with:
Data lake and/or warehouse technologies, with Apache Iceberg experience required (e.g., Iceberg, Delta Lake, BigQuery, ClickHouse)
ETL/ELT frameworks and orchestrators (e.g., Airflow, dbt, Dagster)
Real-time streaming technologies (e.g., Kafka, Pub/Sub)
Data observability and quality monitoring solutions
Excellent proficiency in SQL, and in either Python or JavaScript.
Experience designing efficient data extraction and ingestion processes from multiple sources and handling large-scale, high-volume datasets.
Demonstrated ability to build and maintain infrastructure optimized for performance, uptime, and cost, with awareness of AI/ML infrastructure requirements.
Experience working with ML pipelines and AI-enabled data workflows, including support for Generative AI initiatives (e.g., content generation, vector search, model training pipelines) or strong motivation to learn and lead in this space.
Excellent communication skills in English, with the ability to clearly document and explain architectural decisions to technical and non-technical audiences.
Fast learner with strong multitasking abilities; capable of managing several cross-functional initiatives simultaneously.
Willingness to work on-site in Ashkelon once a week.
Advantage:
Experience leading POCs and tool selection processes.
Familiarity with Databricks, LLM pipelines, or vector databases is a strong plus.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
looking for an AI Platform Engineer to revolutionize engineering productivity and drive AI-powered innovation across the organization. This role is part of our Platform Engineering initiative, focused on enabling engineers and product teams with cutting-edge AI tools, automation, and scalable AI platforms.

If youre an innovator at heart, passionate about leveraging AI to solve complex problems, and thrive in an environment where experimentation and entrepreneurship are encouragedthis role is for you.

Responsibilities:
Develop and integrate AI-powered solutions to enhance engineering productivity, automate workflows, and improve developer efficiency.
Evaluate and implement state-of-the-art AI platforms (ChatGPT, Claude, Gemini, custom models) to solve engineering and operational challenges.
Design and maintain AI-driven internal platforms such as knowledge management systems, AI-enhanced coding assistants, intelligent automation tools, and AI-powered chatbots.
Work alongside engineering, DevOps, and product teams to embed AI into everyday development workflows.
Lead Proof-of-Concept (PoC) projects, experimenting with LLMs, generative AI, and automation frameworks to create tangible business impact.
Stay ahead of emerging AI trends, researching and implementing cutting-edge AI models and tools.
Build scalable AI infrastructure that integrates with cloud environments (AWS, GCP, Azure) and engineering toolchains.
Promote a culture of innovation, empowering teams to embrace AI-driven solutions and fostering AI adoption across the organization.
Requirements:
BSc in Computer Science or related degree, or equivalent practical experience.
2 year experience as a Team Lead within AI or data-intensive product teams
4+ years of hands-on experience as a software Engineer
Strong proficiency in Python and experience with AI/ML libraries (e.g., PyTorch, TensorFlow, Hugging Face).
Experience with AI APIs (OpenAI, Anthropic, Google AI, Microsoft AI) and integrating them into engineering workflows
Hands-on experience with developer productivity tools, AI-enhanced automation, and knowledge management systems
Strong problem-solving skills and ability to build AI-powered solutions that engineers love to use.

Nice to Have:
Deep understanding of LLMs, RAG (Retrieval-Augmented Generation), fine-tuning, and prompt engineering.
Experience with data pipelines, embeddings, and vector databases for AI-powered search and automation.
Experience working with cloud-based AI platforms and scalable AI architectures
Knowledge of containerization (Docker, Kubernetes) and CI/CD pipelines for deploying AI applications.
Experience with AI Ops, observability tools, and monitoring AI applications in production.
Familiarity with LangChain, AutoML, MLOps frameworks, and workflow automation tools.
A background in software engineering, DevOps, or developer tooling.
Strong entrepreneurial mindset, able to identify opportunities, move fast, and drive AI adoption in a high-impact environment.
This position is open to all candidates.
 
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22/05/2025
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a highly skilled Application Security Architect to join our team at our company. This role is pivotal in ensuring the security of our applications from inception to production and beyond. The ideal candidate will have a solid development background that has evolved into security expertise, enabling them to work closely with development teams to implement security best practices and develop protection mechanisms.
In this role, you will be responsible for:
Partner with all our company's development teams to establish and govern security practices from the outset of development to production.
Conduct application security assessments, including architecture design reviews and threat modeling.
Act as a security advisor to cross-functional teams, including product, engineering, and others, to support secure software development.
Design, build, and implement advanced application security solutions.
Lead security audits, vulnerability assessments, and code reviews.
Develop and share software security guidelines, including training materials, secure coding checklists, best practices, and reusable code.
Ensure ongoing compliance with security policies and procedures in support of regulatory requirements.
Elevate security awareness across the SSDLC, defining tailored training roadmaps as needed.
Manage and review security issues in products, analyzing severity and risk, and recommending remediation steps.
Establish, manage, and lead a VDP/Bug Bounty program.
Requirements:
Minimum of 3 years of security architectural experience, including threat modeling and design reviews of complex products Must
Experience in SaaS application development (2+ years) Optional
Development expertise in one of the following: .NET or JavaScript one of them is a Must
In-depth knowledge of end-to-end security architectural considerations.
Proven ability to establish and manage security policies, acting as the central security contact for all S-SDLC tasks, challenges, and requirements.
Strong understanding of the OWASP Top 10 application security risks and the ability to address them.
Experience with cloud-native infrastructure architecture (e.g., containers, Kubernetes).
Solid knowledge of Cloud Security Architecture, particularly with AWS and Azure.
Proficient in microservice architecture, web technologies, and APIs.
Excellent communication skills, with the ability to effectively convey information to both technical and non-technical stakeholders, from developers to senior management.
Hands-on experience with at least two application security tools, such as SAST, API Security, DAST, WAF. - Must.
This position is open to all candidates.
 
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חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
looking for an AI Platform Engineer to revolutionize engineering productivity and drive AI-powered innovation across the organization. This role is part of our Platform Engineering initiative, focused on enabling engineers and product teams with cutting-edge AI tools, automation, and scalable AI platforms.
If youre an innovator at heart, passionate about leveraging AI to solve complex problems, and thrive in an environment where experimentation and entrepreneurship are encouragedthis role is for you.
Responsibilities:
Develop and integrate AI-powered solutions to enhance engineering productivity, automate workflows, and improve developer efficiency.
Evaluate and implement state-of-the-art AI platforms (ChatGPT, Claude, Gemini, custom models) to solve engineering and operational challenges.
Design and maintain AI-driven internal platforms such as knowledge management systems, AI-enhanced coding assistants, intelligent automation tools, and AI-powered chatbots.
Work alongside engineering, DevOps, and product teams to embed AI into everyday development workflows.
Lead Proof-of-Concept (PoC) projects, experimenting with LLMs, generative AI, and automation frameworks to create tangible business impact.
Stay ahead of emerging AI trends, researching and implementing cutting-edge AI models and tools.
Build scalable AI infrastructure that integrates with cloud environmen (AWS, GCP, Azure) and engineering toolchains.
Promote a culture of innovation, empowering teams to embrace AI-driven solutions and fostering AI adoption across the organization.
Requirements:
BSc in Computer Science or related degree, or equivalent practical experience.
4+ years of hands-on experience as a software Engineer
Strong proficiency in Python and experience with AI/ML libraries (e.g., PyTorch, TensorFlow, Hugging Face).
Experience with AI APIs (OpenAI, Anthropic, Google AI, Microsoft AI) and integrating them into engineering workflows
Hands-on experience with developer productivity tools, AI-enhanced automation, and knowledge management systems
Strong problem-solving skills and ability to build AI-powered solutions that engineers love to use.

Nice to Have:
Deep understanding of LLMs, RAG (Retrieval-Augmented Generation), fine-tuning, and prompt engineering.
Experience with data pipelines, embeddings, and vector databases for AI-powered search and automation.
Experience working with cloud-based AI platforms and scalable AI architectures
Knowledge of containerization (Docker, Kubernetes) and CI/CD pipelines for deploying AI applications.
Experience with AI Ops, observability tools, and monitoring AI applications in production.
Familiarity with LangChain, AutoML, MLOps frameworks, and workflow automation tools.
A background in software engineering, DevOps, or developer tooling.
Strong entrepreneurial mindset, able to identify opportunities, move fast, and drive AI adoption in a high-impact environment.
This position is open to all candidates.
 
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28/05/2025
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for a highly motivated AI Developer to help design, build, and deploy intelligent agentic systems across our product ecosystem. In this role, you'll work at the intersection of machine learning, backend systems, and modern frontend technologies to deliver AI-first features that feel magical to users.
This is a hands-on, cross-functional role ideal for engineers who love building full-fledged featuresfrom data pipelines and LLM orchestration to intuitive UI experienceswith a strong product mindset.
Responsibilities:
AI Agent Design & Integration
Design and implement autonomous or semi-autonomous agents using LLMs (e.g., OpenAI, Anthropic, open-source models).
Work with prompt engineering, RAG pipelines, and tool/plugin integrations to enable agents to interact with internal and external systems.
Build scalable agent runtimes and orchestration layers (e.g., LangChain, Semantic Kernel, ReAct-based agents).
Fullstack Product Development
Own full-stack features end-to-end: from backend APIs and data models to React-based frontend interfaces.
Integrate AI/agent capabilities into customer-facing products with clean UX and measurable performance.
Collaborate closely with design, product, and data teams to bring ideas from concept to production.
Systems & Infrastructure
Build and maintain backend services and pipelines that support AI agents, including vector search, embeddings, function calling, and observability.
Optimize inference flows for performance and cost, potentially using streaming, caching, or local model inference.
Ensure systems are secure, reliable, and compliant with InfoSec standards.
Experimentation & Continuous Improvement
Rapidly prototype and iterate on new AI capabilities and user experiences.
Analyze performance and usage metrics to drive product and model improvements.
Stay up to date with the evolving AI toolchain and emerging agent architectures.
Requirements:
8+ years of fullstack development experience with strong skills in TypeScript/JavaScript, React, and Python (or Node/Go for backend).
Solid understanding of LLM APIs, agent frameworks (e.g., LangChain, AutoGPT, CrewAI), or custom AI pipelines.
Experience with modern cloud infrastructure (e.g., AWS, GCP, Docker, CI/CD).
Familiarity with vector databases (e.g., Pinecone, Weaviate, FAISS) and retrieval-augmented generation (RAG).
Product-oriented mindset: you care deeply about building things that work well for users.
Bonus: experience with observability, feedback loops for AI agents, or embedded AI evaluation techniques.
This position is open to all candidates.
 
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26/05/2025
חברה חסויה
Location: Ramat Gan
Job Type: Full Time
We are looking for a proactive and technically skilled AI Developer to join our MIS team. In this role, you will lead the development of AI-driven solutions to improve internal business processes across multiple departments. You will work closely with teams across the company to understand their needs and translate them into impactful AI automations and analytics. As the AI expert in the team, you will take ownership of AI initiatives, driving projects from conception to implementation.

What will you do:
Act as the AI lead within the MIS team, driving AI strategy and initiatives.
Identify AI opportunities proactively and champion AI adoption within the company.
Collaborate cross-functionally to ensure AI solutions align with business needs and goals.
Requirements:
At least 3 years of industry experience.
Strong programming skills in Python (including frameworks such as TensorFlow, PyTorch, or scikit-learn).
Experience with natural language processing (NLP) and chatbot development.
Covering a wide range of features from leveraging large language models (LLMs) to enhance the customer investigation experience, to innovative uses of AI for improving business processes (e.g., experience designing multi-step LLM workflows or LLM-based automation of customer-facing processes)
Proficiency in working with APIs and integrations (Salesforce, Jira, Freshdesk, etc.).
Knowledge of SQL and NoSQL databases.
Experience with LLMs and fine-tuning AI models.
Hands-on experience in data processing, feature engineering, and ML model deployment.
Ability to work with cloud services (AWS, GCP, or Azure).
Strong problem-solving skills and ability to work independently on complex projects.
Evaluate model in scale.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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