דרושים » תוכנה » Researcher

, we are looking for smart and humble team members to join the team and solve complex problems. Our technical challenges include developing new trading strategies, , improving the performance of our algorithms, finding new ways to beat the markets.
As an ML researcher you will collaborate with our R&D team to execute live trading strategies. If you are looking to make an impact by putting into practice successful ideas and seeing immediately the outcome, make influence on financial performance this is a great opportunity.
In this role you will:
Mange and lead independent research applying ML/DL methods to a wide variety of datasets.
Creatively find new trading strategies
Work with other team members to optimize Algorithms

You will join the R&D team building the next generation of our AI-powered metadata and context management. This system is the backbone that enables instant, actionable answers via our MCP and agentic use cases by translating complex business questions into secure, cost-aware data queries.

This is a high-impact, data-intensive role requiring production-grade backend development expertise, focused on quality, governance, and low-latency retrieval across complex data sources.

What youll do:
This role focuses on the end-to-end backend development and engineering quality for our core AI retrieval plane:
Design and Scale Context Retrieval: Develop and deploy services for our hybrid RAG/GraphRAG systems, combining lexical and vector search on data from various sources.
Implement Governance Gates: Build mission-critical backend logic to enforce data security policies, ensuring customer data and internal business data are filtered, masked, or isolated based on policy tags before context is ever generated.
Own the Quality Lifecycle: Design and implement automated evaluation to continuously measure the precision, recall, and faithfulness of the retrieved context against golden metrics.
Optimize Performance and Cost: Architect backend solutions for performance, including designing semantic caching strategies, memory, and context compression.
Data Modeling & APIs: Contribute to the graph model and APIs for retrieving metadata (glossary terms, lineage, schemas), enabling sophisticated context assembly for the agent.
Full Observability: Implement comprehensive tracing and monitoring for every agent component and tool call, ensuring high service reliability and quick root-cause analysis.

We are looking for a Software Engineer II to join our team.
You will work in a supportive and inclusive environment where you will learn and work alongside the best and brightest minds in the industry, and could make a significant impact, grow your skills and advance your career.
If you're up to disrupt #CloudSecurity, come join us at the worlds leading security company at Defender for Cloud group! 
Responsibilities:
As a Principal Software Engineer in the Defender for Cloud Security team, you will be at the forefront of developing next-generation security products and services, you will have the opportunity to work on business-critical initiatives that directly shape the future of Security products.
The role requires to: 
Take a broad cross-team and cross-discipline role, working on a product with high visibility and high impact.
Lead end-to-end design, implementation and delivery of services and features, following industry best practices, adhering to very high security standards.
Collaborate closely with partner groups, product management and research teams to deliver great product.
Demonstrate leadership principles of model, coach, and care for team members. 

Are you a passionate Applied Scientist ready to make a global impact? Join our elite AI and data science team.
If you are a talented Applied Scientist with strong technical skills, a passion for turning data and research into real-world impact, and the ambition to design, experiment, and ship innovative ML and AI solutions, we would love to talk to you!
In our team, you will:
Develop ML models to detect and disrupt cyberattacks.
Collaborate with security experts to incorporate domain knowledge into ML solutions.
Work with truly large-scale data to create and refine high-quality training datasets.
Deploy ML models into production, monitor their performance, and continuously improve them.
Stay up to date with the latest advancements in ML/AI and apply them to complex cybersecurity challenges.

We are looking for AI Engineer to join the Data Science team.
As an AI Engineer in the Data Science team, you will be working closely with applied researchers on model optimizations, GPU and hardware, language-model optimizations in the Video and Language domains and more. 
Your code will reach Azure resources and extensions, and you will use various technology stacks with the latest tools and methodologies.
You will be expected to break down problems, learn and develop, have an open mind, and have ownership all the way to production. Working in a multi-disciplinary team will require excellent communication skills and at the heart of it all, alignment with values and endless curiousness.

Do you love crafting elegant solutions to highly complex challenges? Can you intrinsically see the importance of every detail? our Platform Architecture group is responsible for connecting our hardware and software into one unified system. Join this team, and youll collaborate with engineers across us to build and deploy software systems that contribute to the development of our world-renowned hardware and software architecture.

You and your team will deliver tools and frameworks used by OS developers and hardware architects. Together, our work will be the reason millions of customers enjoy their devices every single day.

We are seeking a software engineer to build high-performance software models of advanced SoC designs and to help bridge the gap between Software and Hardware, influencing performance improvements, power efficiency, security, and the programming ease of our products.

Responsibilities
In this role, you will:
Develop software systems and tools used to bring up the future OS on future SoCs.
Support kernel and driver development on future processor & SoC models.
Work closely with software and hardware teams across product and research groups.
Promote new opportunities and techniques with other groups.

We are searching for a highly motivated Escalation Engineer to join our R&D team.
The goal of the Escalation Engineering team is to provide our customers with the highest level of customer experience by providing quick solutions to complex technical problems and to ensure that they get value from the entire products portfolio by setting quality standards. The team extracts and analyzes a huge amount of data from the latest IT technologies available today. Our Escalation Engineers must learn fast and adapt to quickly changing technology in order to maintain and develop our product line. The Escalation Engineer investigates issues related to our product suite and provides timely resolution while coordinating with other technical groups in the company. Our Escalation Engineers are our go-to resource for our most challenging customer cases, which can include technical complexity or politically charged escalations.
Responsibilities
Analyze, diagnose, and debug complex product issues, and deliver engineering solutions to them
Create and implement fixes
Take ownership of escalations and drive towards resolution
Act as a technical focal point in cooperative relationships with other internal groups
Work closely with our software development teams from various product components to deliver success
Acquire both broad and in-depth product knowledge
Create and improve documentation to train support engineers to resolve support cases
Demonstrate strong interpersonal and communication skills
Push for solutions and interact with people from various other teams

In this role you will be responsible to model, analysis and estimate power consumption of daily use cases on our next generation SoCs. Drive new ideas into micro-architecture, design and circuits to reduce SoC power across the dynamic range. Drive budgeting, measurement and analysis of overall SoC power for many use cases of interest. You Will work extensively with many teams across every stage of the project from Architectural definition through Design implementation and SW management to focus on power optimization.
To be successful in this role, you must have keen interest and motivativation to deliver best experience to our users, and wide perspective in order to work simultaneously on multiple disciplines. This role is required working closely with many cross-functional teams and good understanding of hardware and software interaction at system level.

In this highly visible role, you will be responsible for SOC power simulation and power modeling, SOC use case power analysis, and drive the future SOC power optimization.

Were looking for an experienced MLOps Engineer to join our team and help design, implement, and maintain scalable machine learning infrastructure and data processing pipelines.
The ideal candidate is passionate about operational excellence, automation, and building reliable systems that empower data scientists and engineers alike.
This role is responsible for enhancing, automating, monitoring, and optimizing data pipelines that collect, transform, cache, index, and manage large-scale datasets.

We are looking for a skilled and motivated DevOps engineer to join our DevOps team.
As part of our team, you will be a part of a unique and efficient group leading DatAdvantage Cloud, as it scales to host and serve thousands of new customers on a pure SaaS infrastructure. You will join an innovative, high-performance team and work with cutting edge technologies in a dynamic and agile environment. In this role, you will design, build and manage our cloud-native infrastructure, and play a key role in architecture planning.
You will be part of a cross-continent DevOps Group, which is leading DAC (Data Advantage Cloud), through its way to protect the data of thousands of customers on a pure SaaS infrastructure.
You will join a high-performance team and work with cutting-edge technologies in a dynamic and agile environment.
In this role, you will design, build, and manage our cloud-native infrastructure, CI/CD, along with architecture planning and innovation.
Responsibilities:
Take an integral part in shaping the future of our enterprise-scale environment architecture.
Provide support and solutions to our growing R&D Groups.
Design, build and operate cloud infrastructure to enable reliable, rapid, effective and flexible CI/CD process across all microservices.
Develop, and transition the current processes into platform engineering methodologies based on a guardrail and self-service principles.
Develop and maintain observability for all cloud engineering aspects.
Establish standards, practices and innovative solutions that will be used across all microservices and help the entire R&D move fast.
Work closely with Engineering teams, taking full responsibility and ownership from conception to post-deployment in a collaborative, fast-paced environment.