דרושים » תוכנה » Researcher

We are looking for an experienced manager who can bring deep applied science expertise and a proven track record of shipping at-scale AI-enabled intelligent user-facing experiences to drive vision and execution for Microsoft 365 AI.
As an Applied Science Manager in MSAI you would work in an exciting and fast-paced environment, collaborating closely with teams across the company, including Research, Turing and various product groups. You will work as part of an organization that brings together talent in the areas of large language models, deep learning, information retrieval, software engineering, and responsible AI. We value and encourage diversity in the belief that it leads to both great workplaces and great products.
Responsibilities:
Manage an innovative applied science team in the area of Large Language Models, Artificial Intelligence, Machine Learning and Deep Learning.
Technical leadership in an applied science team in the area of Large Language Models, Natural Language Processing, Machine Learning and Deep Learning.
Develop and deploy conversational and language understanding models at scale.
Push the boundaries of AI platforms through innovation and partnership.
Following and advancing best practices for Responsible AI and Privacy Preserving Machine Learning.
Support hiring, coaching, mentoring and career development of Applied Scientists to build an inclusive and ambitious applied science team.
Collaborate closely with our Research, Turing, AI platform teams, and product teams to create the next generation of AI innovation in our products and services.
Communicate internally and externally through publication, presentations, and other media (e.g., blogs, press interviews) on research progress, major breakthroughs, and product innovation.

We are looking for an Algo-Dev Engineer to join one of our research teams. You will be working closely with our researchers, assisting them in achieving their research objective while developing tools and optimizing models in both offline and online environments.
Areas of responsibility include data-handling, deep dive into algo code, design, implementation, and deployment of technologies designed to enable innovative algo-trading projects and support existing and ongoing initiatives.
In this role you will :
Be involved in the execution of a significant new project, with high-end performance requirements and a deep understanding of the low-level implementation.
Participate end-to-end in research support, system architecture, implementation, simulation, testing and production.
Be responsible for designing and implementing research environments, offline and online data sources, coding machine learning algorithms, testing and deployment of solutions.
Collaborate with algorithmic and SW teams across the group to overcome our unique challenges.

We are searching for an innovative Backend Engineer that will join us and be part of a SW team responsible of the full life cycle development of several web key applications including technical and statistical research, design, coding and integration.
This role will require you to move fast and deliver great products, you will be part of a smart, motivated, creative team of people who are filled with positive energy targeting to bring the best solutions to the finish line.
In this role youll :
Deliver scalable features to support our vision in a timely and quality manner
Building cutting-edge technologies that make a powerful impact on data-driven systems
Tackle tough problems and find creative ways to solve them
Produce (a lot) of high-quality, functional code that is readable, testable and maintainable
Leverage our in-house autonomous tools to manage all development flow, from setting up our development environment to creating git branches and deploying services to production
Be the owner of your domain to ensure code quality, performance, and scalability of our products

We are searching for an innovative and experienced Data Engineer that will join us and be part of our new data initiatives team in our data group.
As a Data Engineer, you will:
Be a part of a cross functional team of data, backend and DevOps engineers.
Be responsible for ingesting large volumes of new data, followed by deep understanding and inspection of the data in close collaboration with data scientists.
Lead the architecture, planning, design and development of mission-critical, diverse and large-scale data pipelines over both public and on-prem cloud solutions.

We are searching a problem-solver: a strong, experienced, talented, and versatile software developer to join our New Initiatives Group, a startup within.
This is a unique opportunity to enjoy the benefits and stability of an established, experienced company, while also enjoying the advantages of a startup.
This high-impact position includes responsibility for the design and implementation of solutions for the unique and tough challenges we are facing.
Together with other SW developers and ML researchers, you will make up a strong and collaborative team striving for success.

We are seeking a highly skilled AI/NLP Research Engineer to join our specialized team of deep research efforts in natural language interaction with structured data.
The ideal candidate will have a strong academic background in AI and NLP, with a focus on deep learning methods and their theoretical underpinnings. This individual will play a crucial role in driving our research agenda forward with the goal to become a leader in this area focusing on results accuracy and real life use cases.
Our offices are located in Herzliya, and the employment can be flexible - either full time or part, company employee or external consultant.
Responsibilities:
Lead and conduct advanced research in natural language interaction with structured data, with a focus on choosing and applying NLP Algorithms and models as well as innovate and improve on them to suppress existing best of breed.
Collaborate closely with cross-functional teams to understand product requirements and translate them into research objectives and experiments.
Stay current with the latest advancements in AI and NLP research, and apply findings to enhance our technology and products.
Provide guidance on research methodologies, best practices, and technical skills development.

We are searching for an innovative Senior Software Engineer that will join us and be part of a SW team responsible of the full life cycle development of several web key applications including technical and statistical research, design, coding and integration.
you will play a pivotal role in spearheading a transformative project aimed at replacing a monolithic software architecture with a more scalable and flexible microservices architecture.
You will be an important part of leading the technological aspects of the project
This role will require you to lead the redesign of an important product , you will move fast and help deliver a state of the art products, you will be part of a smart, motivated, creative team of people who are filled with positive energy targeting to bring the best solutions to the finish line.
In this role youll :
Deliver scalable features to support our vision in a timely and quality manner
Building cutting-edge technologies that make a powerful impact on big amount of instances
Tackle tough problems and find creative ways to solve them
Produce (a lot) of high-quality, functional code that is readable, testable and maintainable
Leverage our in-house autonomous tools to manage all development flow, from setting up our development environment to creating git branches and deploying services to production
Be the owner of your domain to ensure code quality, performance, and scalability of our products
Manage and complete tasks using TDD, continuous integration and modern development processes

One of the top security challenges customers have is to understand ahead of time potential attack paths that can happen in their systems, the actual risk vulnerable assets and entities impose and identify points of failure.
We come to solve all of that and surface this knowledge through a wide set of security products. Our strategic platform is based on a knowledge graph built to represent the digital assets and their connections which is the base for deriving smart knowledge, insights and calculation of attack paths, blast radius, chock points and more.
The platform is in use in different security products and plans to expand and grow to new horizons. The challenges span over handling large volumes of data, complex calculations of derived insights, new capabilities and modeling the ever-growing digital world into a coherent knowledge graph.
Were a diverse group of talented professionals consisting of software engineers, security researchers, program managers and data scientists collaborating to develop a security platform that secure our customers, including the biggest companies in the world.
As a Principal software engineer, reporting to group manager, you will lead and shape the next generation of the platform, select the best fit technologies, find solutions to complex problems, and build the system together with the team.

In addition, you will be working with our partners that are on-boarding to platform for ingesting and consuming data and pave the way for their success with us. You will also take significant part in shaping the vision of platform going forward

We are searching for an innovative and experienced Senior Big Data Engineer that will join us and be part of our big data group.
As a Senior Big Data Engineer, you will:
Lead the architecture and development of mission-critical, diverse and large-scale data pipelines over both public and on-prem cloud solutions.
Derive policies for data storage and versioning over peta-bytes scale complex storage solutions of multiple data lakes.
Design and develop smart ML infrastructure in order to build Agile ML processes (MLOps).
Work with Data Scientists to understand needs and design ML infrastructure solutions
Be a part of a collaborative heterogeneous data team which includes developers, data scientists, data engineers, MLOps and data scouts.

We are looking for a highly skilled and motivated software engineer who, along with the rest of our excellent software engineers in the group, will be responsible for developing the core component of the product while adhering to company standards and processes.

You will be working closely with other members of the group on a regular basis as well as other groups in the company from time to time. Communication is key!

Duties will include (but are not limited to) designing and implementing the newest

and most popular cyber-attack techniques that are relevant to all of customers.