דרושים » AI » Principal AI Architect

We are seeking a talented Applied Scientist with excellent technical skills and a desire to make significant impact through data and research. A successful candidate will be self-directed, generate novel ideas, plan, experiment, implement and ship to production efficient Machine Learning and AI solutions.

Responsibilities:
Develop ML models to detect and disrupt cyber-attacks.
Stay informed about the latest advancements in Machine Learning, including Large Language Models, Graph Neural Networks and Anomaly Detection, and apply these to complex cybersecurity challenges.
Collaborate with security experts to integrate their knowledge into ML models.
Work with truly Big Data sources to distil data for training of ML models.
Integrate your ML models with production systems, follow the results and iterate.

Do you want to be a Data Engineer on an elite Data Science team? Do you want to build data solutions that power AI and Data Analytics of a global Security Product? Do you want your work to be impactful on millions of users?

Join us and become part of a winning Data Science team that builds the brain of one of our most exciting security products, our Defender for Endpoint (MDE). As cyber-attacks have become more sophisticated, MDE helps enterprises detect, investigate, and automatically disrupt advanced attacks and data breaches on their networks. Our team is responsible for developing and deploying Machine Learning (ML) models that protect organizations worldwide and owning Data Analytics systems that facilitate data-driven decisions and operational excellence.

If you are an excellent engineer with a background in Big Data, and are passionate about engineering for Data Science, we would like to talk to you!

Responsibilities:
Create and maintain robust Big Data pipelines for Analytics and ML systems.
Optimize performance of Big Data scripts and queries.
Create monitoring and reporting infrastructure.
Develop systems that facilitate Data Science activities such as Analytics and Feature Extraction.

Required Chief Architect
Tel Aviv, Tel Aviv, Israel
Job ID: 125870-en_US
Job summary:
As Chief architect you will be in charge of architectural blue print of Multicloud SaaS application running on multiple clouds and operates infrastructure for billon of workloads.
Responsibilities:
Lead the architectural design and development of our cloud computing solutions, ensuring scalability, reliability, and security.
Collaborate with cross-functional teams, including engineering, product management, and operations, to define and implement the technical roadmap and strategic direction.
Provide technical guidance and mentorship to the development team, fostering a culture of innovation and excellence.
Conduct research and stay up-to-date with industry trends and emerging technologies, evaluating their potential impact on our products and services.
Drive the adoption of best practices, coding standards, and architectural principles across the organization.
Collaborate with stakeholders to understand business requirements and translate them into technical solutions.
Identify and mitigate technical risks, ensuring the successful delivery of projects within defined timelines and budgets.

Do you want to be a Senior Data Engineer on an elite Data Science team? Do you want to build data solutions that power AI and Data Analytics of a global Security Product? Do you want your work to be impactful on millions of users?

Join us and become part of a winning Data Science team that builds the brain of one of our most exciting security products, our Defender for Endpoint (MDE). As cyber-attacks have become more sophisticated, MDE helps enterprises detect, investigate, and automatically disrupt advanced attacks and data breaches on their networks. Our team is responsible for developing and deploying Machine Learning (ML) models that protect organizations worldwide and owning Data Analytics systems that facilitate data-driven decisions and operational excellence.

Responsibilities:
Create and maintain robust Big Data pipelines for Analytics and ML systems.
Optimize performance of Big Data scripts and queries.
Create monitoring and reporting infrastructure.
Develop systems that facilitate Data Science activities such as Analytics and Feature Extraction.

Required Chief Architect
Job Summary:
As Chief architect you will be in charge of architectural blue print of Multicloud SaaS application running on multiple clouds and operates infrastructure for billon of workloads.
Responsibilities:
Lead the architectural design and development of our cloud computing solutions, ensuring scalability, reliability, and security.
Collaborate with cross-functional teams, including engineering, product management, and operations, to define and implement the technical roadmap and strategic direction.
Provide technical guidance and mentorship to the development team, fostering a culture of innovation and excellence.
Conduct research and stay up-to-date with industry trends and emerging technologies, evaluating their potential impact on our products and services.
Drive the adoption of best practices, coding standards, and architectural principles across the organization.
Collaborate with stakeholders to understand business requirements and translate them into technical solutions.
Identify and mitigate technical risks, ensuring the successful delivery of projects within defined timelines and budgets.

We seek a highly skilled and motivated Solution Architect to join our dynamic team. As a leading provider of cloud security solutions, we enables organizations to protect their critical assets in cloud environments. We are a technical, close-knit team that values collaboration, innovation, and delivering exceptional results to our clients.
As a Solution Architect you will play a crucial role in understanding our client's business needs and translating them into effective and scalable cloud security solutions. You will work closely with our sales, engineering, and Product Management teams to design and deliver solutions that align with clients' goals and industry best practices. Your technical expertise and business acumen will be essential in driving successful implementations and deployments.
Your Opportunity:
Understand customer requirements: Collaborate with customers to understand their security needs, business objectives, and technical environment. Conduct in-depth analysis and assessment of their current infrastructure and security architecture.
Design and propose solutions: Utilize your deep knowledge of cloud security technologies and best practices to design effective and scalable solutions that address customer requirements. Create detailed architecture diagrams, documentation, and presentations to communicate proposed solutions to customers.
Lead implementation and integration: Work closely with cross-functional teams, including sales, engineering, and operations, to ensure the successful implementation and integration of our cloud security solutions. Provide technical guidance and support throughout the implementation process.
Provide technical expertise: Act as a subject matter expert on cloud security, staying up-to-date with the latest industry trends, emerging technologies, and best practices. Offer guidance to customers on security-related matters and assist in troubleshooting complex issues.
Drive customer success: Collaborate with customers to define success criteria, metrics, and KPIs for their security initiatives. Continuously monitor and assess the performance and effectiveness of deployed solutions, providing recommendations for improvement and optimization.
Build relationships: Foster strong relationships with customers, acting as their trusted advisor and advocate. Maintain regular communication to ensure customer satisfaction, gather feedback, and identify opportunities for upselling or cross-selling additional services or products.
Knowledge sharing and enablement: Contribute to the development of internal knowledge base, best practices, and technical documentation. Conduct training sessions and workshops for customers and internal teams to enhance their understanding of our cloud security solutions.

We seek a highly motivated Senior AI Network System Architect to join our team of experts and help shape the future of high-performance and ML / AI computing. Our next-generation Infiniband, NVLink, and Ethernet systems will be at the forefront of connecting and powering the world's most advanced AI clusters. As an AI system architect, you will have the opportunity to work on some of the most cutting-edge technology and help drive the innovation of our next-generation networks that top researchers and engineers worldwide will use.

What Youll Be Doing:
Investigating emerging technologies and methodologies in ML and AI to discern their interactions with network infrastructure.

Executing workloads on AI systems, conducting profiling, and analyzing bottlenecks and possible enhancements.

Conducting research and implementing optimizations for communication libraries like NCCL and UCX.

Spearheading the conceptualization of next-generation networking products tailored to support and accelerate state-of-the-art ML workloads.

Develop models for simulations, analyze simulation results, and develop optimization algorithms.

Collaborate with multi-functional teams, including other architecture teams, logic design, system software, firmware, and ML research teams, to ensure the successful execution of the project.

We are seeking a highly experienced and visionary AI Expert to lead our AI initiatives and drive the development of our automated data collection technologies. The ideal candidate will have a proven track record of leading AI teams and developing AI models from scratch, with a deep understanding of learning methodologies. This role requires a blend of technical expertise, leadership skills, and a passion for AI-driven innovation.

Responsibilities

Lead and expand our AI team, fostering a culture of innovation and excellence.
Oversee the research, development, and deployment of AI models that automate and enhance our data collection processes.
Collaborate closely with product management and engineering teams to integrate AI technologies into our platform.
Stay abreast of the latest AI trends and technologies, applying them to solve complex problems and improve our offerings.
Develop and implement best practices for the full AI model development lifecycle, from conception to deployment.
Lead the evaluation and adoption of new AI methodologies and tools to enhance model accuracy and efficiency.
Ensure the scalability, performance, and reliability of AI solutions.
Mentor and develop team members, providing guidance and support for their professional growth.

we are expanding our team and seeking a skilled and motivated Data and AI Technical Solution Specialist to drive excellence in solution design and implementation.
You will have access to the latest education, tools, technology, and a limitless career path with the worlds technology leader. Come to us and make a global impact!
Your Role and Responsibilities:
As a Data and AI Solution Architect, you will be responsible for leveraging data-driven insights and artificial intelligence to solve complex business problems, drive innovation, and create value across various sectors.
To excel in this role, you should possess a unique combination of skills and experiences in the following areas:
-Data Science and Machine Learning: Proficiency in using data science and machine learning libraries and frameworks such as TensorFlow, PyTorch, Scikit-learn, Foundational models, LLMs, prompt engineering, and model tuning.
-Data Analysis and Modeling: Expertise in handling and analyzing large datasets, applying data mining and predictive modeling techniques to extract insights and inform decision-making.
-Database Management: Familiarity with database technologies, including both SQL and NoSQL, and experience with big data technologies such as Hadoop and Spark.
-Cloud Computing: Knowledge of cloud computing platforms and experience with big data technologies.
-Collaboration and Communication: Ability to work closely with cross-functional teams, including stakeholders and non-technical personnel, to translate complex data insights into actionable business strategies. Experience with agile methodologies and project management tools may also be beneficial.
In this role, you will be expected to demonstrate a deep understanding of algorithms, data structures, and software engineering principles, as well as the ability to apply these skills to drive business value through data-driven insights and AI solutions.

Startup Solutions Architects work hand in hand with our customers to help them make the most of the Cloud. They are at the crossroads of business and technology and engage with startups of different stages. Supporting the overall technical relationship between customers and us, they work to understand the customer's business needs and give prescriptive guidance on how to create business value with technology. Solutions Architects also have broader impact at scale, taking a leading role in creating and presenting technical content and best practices.

In this role you will get to practice your creativity, linking technology to tangible solutions and educating our customers about the art of the possible. You will have the opportunity to define cloud-native reference architectures for a variety of use cases. You will have the support to grow your expertise in industry and technology areas of depth. Every day you will be learning something new from your customers, your peers and your own experiments.

Key job responsibilities:
As a Solutions Architect, you will work directly with customers to accelerate their projects and recommend best-practice architectures in line with their long-term business outcomes.
Educate customers of all sizes on the value proposition of us, and participate in deep architectural discussions to ensure solutions are designed for successful deployment in the cloud.
You will own the technical relationship with the customer and operate as their trusted advisor. The best interests of the customer will shape the guidance you provide.
Share the voice of the customer to influence the roadmap of new features and services for the company`s platform.
Create and capture best practices, technical content and new reference architectures (e.g. white papers, code samples, blog posts).
Evangelize and educate about our technology (e.g. workshops, user groups, meetups, public speaking, online videos or conferences).
Contribute to the growth of the Solutions Architecture organization by hiring, coaching and mentoring others.
Develop areas of depth in technical domains relevant to your interests and your customer's outcomes.