דרושים » דאטה » Head of Data Science

As a Data Science Manager, you will lead, mentor, and grow a team of applied data scientists working on machine learning models that power AI-driven cybersecurity solutions. You will own the end-to-end development lifecycle of AI projects, from exploratory research and experimentation through to scalable deployment and optimization. In this role, you will partner with engineering and product leadership to define technical strategies, prioritize initiatives, and ensure successful model delivery. You will also drive innovation across a broad spectrum of ML domains, including supervised/unsupervised learning, anomaly detection, and generative AI, while providing hands-on guidance and championing best practices in MLOps, data governance, and model evaluation.
Key Responsibilities
Lead, mentor, and grow a team of applied data scientists working on machine learning models that power AI-driven cybersecurity solutions.
Own the end-to-end development lifecycle of AI projects - from exploratory research and experimentation through scalable deployment and optimization.
Partner with engineering and product leadership to define technical strategies, prioritize initiatives, and ensure successful model delivery.
Drive innovation across a broad spectrum of ML domains including supervised/unsupervised learning, anomaly detection and generative AI.
Provide hands-on guidance in model development using tools such as scikit-learn, PyTorch, TensorFlow, and Hugging Face.
Ensure high-quality execution through strong code review practices, reproducibility, and model evaluation frameworks.
Champion best practices in MLOps, data governance, explainability, and monitoring.
Keep pace with academic and industry advances and translate cutting-edge research into productized capabilities.

Medison offers hope to patients suffering from rare and severe diseases by forming partnerships with emerging biotech companies to accelerate access to highly innovative therapies in international markets. As the creator and leader of the global partnership category in the pharma industry, we strive to be Always Ahead and work relentlessly to bring therapy to patients in need, no matter where they live. Our values are at the core of every action we take, and we are committed to going above and beyond for the benefit of the patients we serve. We are a dynamic, fast-paced company operating in over 30 countries on 5 continents. We are looking for out-of-the-box thinkers, people who are passionate, caring, agile, and adaptive, to join us on our mission. If you want to make a difference in people's lives, we invite you to join us! We are looking for a high-impact FP&A Business Partner to join our Corporate FP&A team. This role primarily focuses on financial planning, analysis, business partnering, and driving AI-enabled FP&A transformation, supporting a fast-growing, dynamic organization. The ideal candidate is a strong finance professional and strategic thinker, capable of turning complex data into actionable insights and supporting decision-making at senior levels, with a strong affinity for data, automation, and embedding AI tools into day-to-day FP&A processes, and a hands-on approach and a willingness to dive into the details and get the work done.

Responsibilities:
Business Partnering & Financial Leadership
* Act as a trusted financial advisor to business units, partnering closely with senior stakeholders to support decision-making
* Provide clear financial guidance, insights, and recommendations to leadership
* Collaborate cross-functionally to align financial plans with business goals and KPIs Planning, Forecasting & Analysis
* Lead the business partner annual budgeting, quarterly estimates, month closing and other forecasting and planning processes
* Perform variance analysis (Actual vs. Budget vs. Forecast) and deliver actionable insights
* Build and maintain financial models supporting corporate performance and strategic initiatives
* Prepare executive-level reporting, presentations, and KPI dashboards
* Leverage FP&A systems and data tools and emerging AI capabilities (e.g., Anaplan, NetSuite, Priority, BI) to support analysis, ensure data accuracy, and improve reporting processes, with a solid understanding of underlying data flows and systems logic AI-Driven FP&A Excellence
* Leverage AI, automation, and advanced analytics tools to enhance forecasting, planning, and business insights
* Drive the adoption and integration of AI tools (e.g., predictive models, copilots, automation solutions) into core FP&A workflows
* Identify opportunities to improve efficiency, reduce manual work, and streamline processes using AI and automation
* Partner with data, BI, and technology teams to embed scalable AI-driven solutions into financial processes
* Ability to leverage technology for automation, insight generation, and storytelling Continuous Improvement & Ad-hoc Initiatives
* Lead and support cross-company initiatives and ad-hoc analysis
* Proactively identify and implement process improvements, optimize, and automate financial processes
* Operate effectively in a fast-paced, fast-growing, changing, and agile environment
* Ensure compliance with accounting standards and internal policies
* Drive FP&A process transformation initiatives, with a focus on automation, scalability, and AI enablement

City:
Petah Tikva

We're looking for a Senior AI Solutions Builder to join our Product team. In this role, you will design, build, and ship AI-powered solutions that enhance productivity and drive measurable business value across the organization.

You will operate at the intersection of AI, data, pricing and business - owning the end-to-end development of agents, copilots, and workflow automations that directly inform decisions and eliminate manual work.

You are both a builder and an enabler. You ship solutions yourself and raise the AI capability floor for the teams around you. You'll collaborate closely with Product, Engineering, CS, Sales, and builders across the company to deliver outcomes that improve decision velocity, product and operational efficiency, and long-term growth.

You Will
Design and ship AI-powered copilots, agents, and decision-support tools for the Product team, starting with Pricing

Build data pipelines and analytical models for pricing intelligence

Develop autonomous agents that automate recurring Product tasks

Automate manual workflows across product tools so the right action happens when a signal fires

Build LLM-based scoring models that give roadmap and prioritization decisions a data backbone

Enable and upskill product teams through AI playbooks, sessions, and hands-on co-building

Collaborate with builders across Engineering, CS, GTM, and other teams to co-create solutions that scale

Define and track impact: time-to-insight, decision velocity, manual hours eliminated, and business outcomes

We are seeking a highly motivated and talented Junior AI Scientist to join our FILM (Foundation Intelligence & Learning Models) team. This role is designed for an early-career professional or a recent graduate who is passionate about driving customer impact, through the frontier of Artificial Intelligence, Generative AI and agentic architecture. As a Junior AI Scientist, you will work closely with senior researchers and engineers to develop, refine, and deploy cutting-edge AI solutions that impact our core technology stack.
Responsibilities:
Assist in the research and development of Generative AI (GenAI) applications and frameworks.
Clean, analyze, and interpret large datasets to derive actionable insights for model training and evaluation.
Participate in the full lifecycle of GenAI development, from initial concept to deployment and monitoring.
Stay up-to-date with the latest advancements in GenAI/ML research and propose innovative ideas to solve complex problems.

Are you a senior AI researcher who thrives at the intersection of cutting-edge computer vision and real-world impact? Do you combine deep research expertise with the engineering instincts to ship models that work in production? Join the Content team within our AI group, where youll lead applied research initiatives that transform how sports content is created and experienced.

This is an applied research role with a strong ownership mandate - youll drive the full research lifecycle from problem framing and experimental design through to production integration.

We are dedicated to revolutionizing sports production. Our AI-powered solutions automatically capture sports events and transform them into personalized content, turning key moments into engaging experiences for players, teams, and fans. As a Senior AI Research Scientist, you will have direct impact on the companys innovation roadmap, leading core AI capabilities that power our platform at scale.

As part of your role, you will:
Own the research lifecycle end-to-end: problem definition, literature review, experimental design, model development, evaluation, and production integration.
Design, implement, and evaluate state-of-the-art deep learning models for computer vision tasks including detection, tracking, event recognition, and temporal modeling in video.
Drive applied research projects with clear product impact - not just experimentation, but shipping models that run reliably in production.
Collaborate closely with ML engineers, infrastructure engineers, and QA to ensure smooth model integration and performance in real-world conditions.
Contribute to our research culture: present findings internally, propose new research directions, and stay at the forefront of computer vision and deep learning.
Influence architectural decisions around model design, data pipelines, and evaluation frameworks.

Were looking for a business-driven Senior Financial Business Analyst to join our strategic FB&A team and help drive the next phase of financial transformation and process efficiency. This role is a unique mix of hands-on advanced financial modeling, strategic analysis, AI implementation & system integration. Youll take ownership of streamlining financial processes, leveraging AI to drive efficiency, modeling OPEX and workforce costs, while also supporting broader strategic initiatives including Top-line, revenue\ARR & forecasting.
Key Responsibilities:
Advanced Financial Modeling-Build and maintain complex, dynamic models for revenue forecasting, cost projections, and long-term strategic planning that incorporate AI driven variables
Quarterly & Annual Reporting- preparation and design of financial slides and presentations for quarterly and annual reviews, ensuring high-quality data visualization and strategic insights.
Collaborate with cross-functional teams including Operation, BI, Sales and procurement to support decision-making with data-driven insights.
AI Implementation-Lead the integration of AI tools and methodologies into financial workflows to automate routine tasks and provide predictive insights

We are seeking a world-class, highly analytical, and business-driven FP&A Director (Individual Contributor) to join our finance team, reporting directly to the CFO and to partner directly with our executive leadership team. This is a high-visibility, super-strategic role designed for a heavy-hitter who thrives on complete autonomy and possesses exceptional financial and analytical capabilities.

This is a rare hybrid role: we need a high-level strategic thinker who is equally thrilled to roll up their sleeves, dive into the raw data, and build complex models from scratch (100% hands-on). You will act as an internal strategic consultant, embedded deeply with our commercial leaders to dissect funnels, optimize sales efficiency, and deliver actionable insights that shape our growth trajectory.

Responsibilities
Executive & Board Partnership: Serve as the primary finance partner to the executive team. Lead the creation of high-impact financial narratives, investor relations materials, and strategic presentations for Board of Directors meetings and fundraising initiatives.

Go-To-Market & Revenue Analytics: Partner closely with Marketing and RevOps to analyze full-funnel metrics, pipeline health, Customer Acquisition Cost (CAC) efficiency, and net dependency/churn trends.

SaaS Unit Economics & Pricing: Own the financial analysis of SaaS unit economics, Lifetime Value (LTV), Lifetime Value to CAC ratios, and provide strategic deal-desk financial support to optimize contract margins and pricing structures.

Next-Gen Financial Intelligence: Architect, own, and scale the companys complex forecasting models, budget-vs-actual (BVA) frameworks, and rolling forecasts.

AI & Automation Architecture: Lead the implementation of an AI-first approach to financial planning. Build and maintain advanced dashboards using BI and AI-powered platforms to maximize automated reporting and predictive analytics, eliminating traditional manual workflows.

Operational Efficiency: Proactively identify margin expansion opportunities and cost-efficiency initiatives through rigorous benchmarking, gross margin analysis, and operational deep-dives.

Come join the team as a Staff Machine Learning Engineer.
We are seeking a highly skilled ML engineer passionate about building a world-class platform at a high scale, specifically focused on delivering AI capabilities.
You will be part of a vibrant team of AI Scientists and ML Engineers, helping to build the next generation of awesome products and experiences using cutting-edge Generative AI technology.
If you love having stretch goals, challenges, and making customers incredibly happy while fostering your obsessive need for perfect code and user experience, this is the job for you.
Responsibilities:
Design, implement, and enhance services at large scale, specifically focusing on improving Generative AI inference, quantization, optimization, finetuning, and evaluation.
Use your coding expertise to design and implement scalable, modular, and secure services.
Develop backend systems that support serving of LLMs and AI Agents at scale, utilizing the latest industry tools and techniques.
Work cross-functionally with product managers, AI scientists, business units, and other engineers to understand, implement, refine, and design Generative AI models.
ng end-to-end responsibilities including technical documentation and automation tests.
Interact with a variety of data sources, working closely with peers to refine features from the underlying data and build end-to-end pipelines.
Resolve defects and bugs during testing, production, and post-release patches, and participate in peer code reviews.
Explore the state-of-the-art technologies and apply them to deliver customer benefits.

We're looking for an experienced AI Security Architect to join the Security Architecture team.
As a AI Security Architect, you'll design and govern enterprise AI security frameworks, define controls for AI/ML platforms and LLM deployments, and drive secure AI adoption in close collaboration with engineering, business units, and data teams.
You'll own security architecture reviews, threat modeling, and risk assessments across the full AI lifecycle - from development through production.
Key Responsibilities:
Design, develop, and maintain enterprise AI security architectures, frameworks, standards, and policies
Define and implement security controls for AI/ML platforms, LLM deployments, AI-enabled applications, and supporting infrastructure
Establish security requirements and best practices for AI development, deployment, and operational processes
Assess AI-related risks and ensure alignment with corporate security standards, regulatory requirements, and industry best practices
Collaborate with IT, cloud, data, and security teams to ensure secure deployment of AI solutions across the organization
Familiarity with AI coding assistants, autonomous agents, LLM frameworks, and orchestration systems

We are looking for a detail-oriented and analytical FP&A Analyst - Reporting & Forecasting to join our Corporate FP&A team.
In this role, you will support company-wide planning, forecasting, reporting, and budget consolidation processes. You will be responsible for maintaining financial models, consolidating data from multiple sources, supporting forecast cycles, and helping ensure the accuracy and consistency of financial information across the organization.

You will report to the VP of Finance, FP&A and work closely with a Senior FP&A Manager and peers across the CFO organization, including Business Analysis, Billing, Collections, FinOps, Procurement and Accounting. You will also partner with Sales Operations, and business stakeholders across the company.

What Youll Do
Own and maintain forecasting models for cash flow, operating expenses, working capital, and company-wide planning
Build and maintain cash inflow and cash outflow forecasts, including collections, operating expenses, and vendor payments
Collect, reconcile, and consolidate Cash inflow related data from multiple systems and stakeholders into a single source of truth for planning and forecasting purposes.
Support monthly, quarterly, annual, and long-range forecasting cycles
Consolidate actuals, budgets, and forecast assumptions into scalable financial models
Monitor key working capital metrics, including collection trends and DSO performance
Consolidate operating expense and headcount plans into company-wide forecasts
Partner with the Departmental Ops team , Procurement and Corporate FP&A during the Annual Operating Plan (AOP) process, to ensure budget submissions are complete, accurate, and aligned with planning assumptions.
Maintain Budget vs. Actual (BvA) and Forecast vs. Actual (FvA) reporting and support variance analysis
Maintain and improve forecasting processes, planning models, and reporting capabilities
Own the administration of Planful (CPM) Actual reporting and forecasting models.
Partner with Accounting, FinOps, Sales Operations, Procurement, and business stakeholders to ensure planning assumptions remain accurate and up to date