דרושים » מדעים מדוייקים » Data Science Intern

We're looking for a Senior Backend Engineer to join our R&D team. You will work closely with our product team to build our unique product offering. As a Senior Backend Engineer, you will be responsible for building complex backend designs that are both scalable and fault-tolerant, developing our data ingestion pipeline and introducing new analysis engines.

What You'll Be Doing:
Design, develop, test, deploy, maintain and improve the software.
Youll have your domain of expertise in which you'll assist the product team with future directions, lead the technology and cooperate with other engineers.
Youll develop backend services that integrate with and ingest data from various cloud providers that store sensitive data.
Youll build pipelines that analyze, classify, correlate and process this data.
Youll build systems that detect anomalies in the ingested data for alerting the customer, that automatically resolve issues and that generate sophisticated yet easily consumable insights arising from the processed data.
Youll have end-to-end responsibility from the technical design phase up to making sure the system is scalable and can meet high customer demands in production.
Youll identify and solve for bottlenecks within our software stack.
Youll bring innovation to the product
Youll work in an agile environment that focuses on high velocity and responds quickly to new insights.
As an all-around player, you'll work closely and at a high pace with other engineers, product, design, and other internal key stakeholders, as well as have a direct line of sight into how your work solves real-world problems for our clients and accelerates our business.

We are looking for a passionate Senior Data Scientist, to work end to end on some of our core problems. Solving these will help drive revenue and improve decision making.
As a Full Stack Data Scientist you will be handed with a business problem and will be asked to provide an end to end solution - Unpack and thoroughly understand the business problem, define the strategy to deal with it and develop & deploy your solution along with relevant support.

What you'll be doing:
Design and implement end-to-end solutions from business needs all the way to live deployment.
Monitor and own models in production.
Model, design, and implement machine learning and data mining algorithms
Perform deep data analysis to evaluate performance and recommend improvements.
Help, guide and support our business partners to allow for scale and accuracy while adopting your solutions.

Required Data Flow Compiler Engineer
Description
A leading high-tech company, developing top-performing AI processors for edge devices in various industries. We combine an extensive understanding of the way neural networks operate, with our teams expertise in SW and HW architecture, to develop products that transform the way we use machines to perceive and analyze the world around us.
Our company is led by a group of experts from a wide range of disciplines, combining experience from elite intelligence units as well as leading tech companies in Israel and abroad, with a track record of executing complex projects from the ground up. As an AI chip company, we believe that AI can help us create a better, safer, more productive, and more convenient world. For this to happen, AI needs to be available at scale and on the edge.
To this end, our team of hardware and software leaders is developing top-performing AI processors, dedicated to AI tasks on edge devices in a wide variety of applications and industries including smart cities, automotive, manufacturing, agriculture, retail, and many more. With hundreds of customer programs around the world, and a wide ecosystem of software and hardware partners, we are leading the edge AI revolution.
In this position
As a team member of the team, you will work on several challenging fronts, implementing different algorithms for resource allocation, mapping, HW-specific features, and optimizations in C++. Help build and develop our dataflow compiler, an innovative unique toolchain that takes real-world AI models and compiles them to our breakthrough processors.
The role involves a deep understanding of our architecture and has an extensive direct impact on our products.
Responsibilities
Design and develop a multidisciplinary system for machine learning.
Work in different SW environments: C++, Python, AI frameworks.

We are seeking a highly skilled and experienced Machine Learning (ML) Application Engineer Team Lead to spearhead the development of reference applications in computer vision and large language models (LLMs). This role involves designing and implementing robust ML pipelines utilized by both our customers and internal teams to evaluate and benchmark our hardware/platform. The ideal candidate will lead a team of four engineers, each focusing on individual applications, ensuring synchronization and cohesive progress across projects.

Key Responsibilities:
Team Leadership: Manage and mentor a team of four ML engineers, fostering a collaborative environment that encourages innovation and professional growth.
Application Development: Oversee the design and development of reference applications in computer vision and LLMs, ensuring they meet industry standards and client requirements.
Pipeline Engineering: Develop and optimize ML pipelines for vision and LLM applications, facilitating seamless integration and deployment for customers and internal assessments.
Performance Evaluation: Lead efforts to benchmark our hardware/platform's performance against competitors, providing insights and recommendations for continuous improvement.
Cross-Project Coordination: Ensure alignment and effective communication among team members, synchronizing efforts across various application projects.
Stakeholder Collaboration: Work closely with product managers, hardware engineers, and other stakeholders to align application development with business objectives and technological advancements.

We are a diversified group of companies with multiple divisions, including a dedicated technology division. We focus on promoting a healthy lifestyle and our products reach millions of people daily. We are seeking a talented Full Stack Developer to join our growing team. If you're passionate about web application development and have experience with modern frameworks, we want to hear from you!

Job Description:

As a Full Stack Developer, you will play a crucial role in developing and maintaining web applications using modern frameworks such as VueJS, React, Angular, and backend technologies like NodeJS. You will work closely with a cross-functional team of designers, product managers, and senior developers to bring projects to life. Your creativity, problem-solving skills, and passion for web application development will be key assets in this role.

We're looking for an exceptional technical leader to join our autonomous vehicle team as Head of Algo Planning.
This is a fully hands-on role, involving both deep technical ownership and the management of a small team of researchers working on real-time planning algorithms.
You will be responsible for designing, developing, and deploying cutting-edge planning solutions for our Robo Taxi platform, enabling safe and intelligent motion in complex, dynamic environments.

Why Join us?
Shape the future of autonomous mobility with a team of brilliant minds
Work in a cutting-edge, fast-paced environment with real impact
Direct influence on both product and code from research to real-world deployment

Lead the technical direction and development of the Planning domain: motion planning, behavioral planning, and decision-making
Develop and implement real-time algorithms under physical and operational constraints
Collaborate closely with teams across Perception, Mapping, Control, and System Integration
Manage and mentor a team of 3 algorithm researchers
Take ownership of production-grade code deployed directly on the vehicle
Optimize system performance based on real-world data and testing

We are in the process of crafting a dynamic, captivating, and rapidly evolving product that is reshaping the landscape of cloud security. As we expand, we are actively seeking individuals who are not only talented but also highly motivated, adept at multitasking, and proven team players to join our ranks. Our team consists of inspirational top-tier professionals dedicated to pioneering a paradigm shift in cloud security practices. We are deeply passionate about staying at the forefront of cutting-edge technology trends and are committed to integrating these innovations into our product. In this role, you will assume the pivotal position of lead developer, entrusted with spearheading the creation of innovative software products.

On a typical day youll:
Write clean, concise code that is stable, extensible, and unit-tested appropriately.
Lead technical designs and implement new features end to end.
Diagnose complex issues, evaluate, recommend and execute the best solution.
Implement new requirements within our Agile delivery methodology while following our established architectural principles.
Test software to ensure proper and efficient execution and adherence to business and technical requirements.
Write code that meets the production requirements and design specifications and anticipate potential errors/issue.
Provides input into the architecture and design of the product; collaborating with the team in solving problems the right way.
Develop expertise of AWS, Azure, and GCP products and technologies.

Your Role:

Design, develop, and maintain complex, scalable, and high-performance systems with a focus on writing clean, efficient, and maintainable code.

Collaborate with cross-functional teams, including product managers and architects, to implement technical solutions aligned with business objectives.

Provide input on architectural design and participate in technical planning to ensure long-term maintainability and compliance with standards.

Identify and troubleshoot production issues, conducting root cause analysis and implementing fixes to ensure system reliability.

Contribute to code reviews and technical discussions, sharing knowledge and fostering a culture of collaboration and continuous improvement.

Your Opportunity:

Develop critical components and systems that drive business outcomes, while maintaining and enhancing core infrastructure for scalability and reliability.

Participate in the design and development of new features, integrations, and enhancements to software applications, databases, and interfaces.

Support and improve automated testing and deployment processes to ensure smooth delivery of new features and system updates.

Collaborate with other senior engineers to drive the technical direction of projects and ensure high-quality software delivery.

We are looking for a Market Data Analyst.
Responsibilities:
Detect anomalies and automatically perform the appropriate remediation action, improving data quality, consistency and reliability.
Perform analyses on large quantities of data to identify trends and automate the recalibration of the model parameters that generates our implied data (volatility surfaces, implied dividends, correlations, projected dividends, securities lending).
Utilize in depth understanding of the Equity Derivatives market and technical skills to provide detailed analysis to clients on their pricing of complex structured products and portfolio valuation.
Design, develop, and implement automated monitoring, and dynamic thresholds.
Initiate projects, write specs, interact with R&D, Quants, Dev and Q&A until final push to production.
Be part of the creation and maintenance of data pipelines and ETL processes to ensure data quality and availability.
Leverage programming skills and financial market experience to clean large data sets of historical implied data.
Keep up with the industry trends and innovation in the Equity Derivatives industry and data quality domain.
Collaborate closely with Product team and give feedback on clients challenges to identify opportunities and deliver value-added solutions to enhance our clients business.
Excellent written and verbal communication skills to escalate bugs or clients requirements to Quants and explain technical processes and solutions to Business Partners and Sales.

Your Role:

Design, develop, and maintain complex, scalable, and high-performance systems with a focus on writing clean, efficient, and maintainable code.

Collaborate with cross-functional teams, including product managers and architects, to implement technical solutions aligned with business objectives.

Provide input on architectural design and participate in technical planning to ensure long-term maintainability and compliance with standards.

Identify and troubleshoot production issues, conducting root cause analysis and implementing fixes to ensure system reliability.

Contribute to code reviews and technical discussions, sharing knowledge and fostering a culture of collaboration and continuous improvement.

Your Opportunity:

Develop critical components and systems that drive business outcomes, while maintaining and enhancing core infrastructure for scalability and reliability.

Participate in the design and development of new features, integrations, and enhancements to software applications, databases, and interfaces.

Support and improve automated testing and deployment processes to ensure smooth delivery of new features and system updates.

Collaborate with other senior engineers to drive the technical direction of projects and ensure high-quality software delivery.