דרושים » חשמל ואלקטרוניקה » Performance Analyst Engineer

In this role, you will be responsible for implementing infrastructure for performance
analysis, tuning, and debug of a new SOC product. As a member of our SW team,
you will collaborate closely with other SW & HW Engineers to study, Dev ops to
develop and get required environment, debug and improve the performance of our
new cutting-edge SOC. Collaborate with our business unit and participate in the
product design and implementation. Evaluate, implement, and integrate diverse tools
and technologies among which: Databases, SPARK, PrestoSQL, Hardware
simulators, etc.

Responsibilities:
Collecting performance data for various workloads / benchmarks
Conducting detailed workload characterization
Building an automated performance analysis environment
Writing micro-benchmarks to understand performance characteristics of a SoC
Collect traces to feed the performance simulation model
Integrating performance pipeline metrics with internal dashboard.
Implement the backend of outbound facing tool.
Present the performance data in a concise manner

Were an exciting Deep Tech startup, backed by the largest VCs and founded by serial entrepreneurs. Our products provide high-performance computing capabilities that will improve the speed and efficiency of database operations. Were seeking an outstanding Senior SW Engineer to join our team and help us develop advanced algorithms that will be executed on our hardware accelerator. This is a rare opportunity to influence the future of data processing.

Job Description
Develop and optimize algorithms for database operations that can be executed on our hardware accelerator
Fly high with the SW, and dive in for a byte of the HW
Write high-performance code in Python and C++
Collaborate with hardware engineers to optimize software and hardware integration for maximum performance
Conduct research on state-of-the-art algorithms and techniques for data analytics and hardware acceleration
Develop and maintain software tools to support testing and validation of our products
Participate in code reviews and contribute to software design decisions

We are looking for a talented and experienced BI Engineer to join our dynamic team. As a BI Engineer, you will take a major part in defining and building the core business models, playing a key role in transforming raw data into valuable insights, and enabling informed business decisions.
WHY YOU SHOULD JOIN OUR TEAM:
Our team's mission is to be the source of actionable strategic intelligence for us. The team partners with business leaders and users to add value through data, make data-informed decisions, discover insights, and share knowledge. Our company and product are focused on serving you. Being on the data team means you get early access to cutting-edge technology & are a north star for the data teams.
Responsibilities:
Data Modeling:
Develop and maintain scalable and efficient data models using dbt (data build tool) and other ETL tools.
Design and implement logical and physical data models that align with business requirements and industry best practices.
SQL Expertise:
Write and optimize complex SQL queries to extract, transform, and load (ETL) data.
To support business objectives, perform data analysis to identify trends, patterns, and anomalies.
dbt and Snowflake Implementation:
Utilize dbt to build, test, and deploy data transformations in a version-controlled environment.
Work extensively with Snowflake, leveraging its features for efficient data storage, processing, and querying.
Data Governance:
Establish and enforce data governance policies, ensuring data accuracy, consistency, and security.
Document data models, transformations, and processes for knowledge sharing and team collaboration.
Collaboration:
Work closely with business stakeholders to understand their data needs and provide actionable insights.
Collaborate with data engineers, analysts, and other team members to ensure seamless integration of data solutions.

An exciting semiconductor startup is seeking an outstanding Firmware engineer. This is a rare opportunity to influence the future of both processor architectures and database systems.

Take a part in the design and brainstorming of new complex features. Develop, test, debug and optimize low-level firmware layer on our SOC. Collaborate with chip design, software, verification, and architecture teams to define and design new low-level firmware flow. Improve our team methodologies, and automated process.

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 developing our data ingestion pipeline, introducing new analysis engines, and building complex backend designs that are both scalable and fault-tolerant.



What Youll Do:

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.

You will design, develop, and optimize ML model pipelines, and scale our models from research to production.

RESPONSIBILITIES
Building and improving our engineering infrastructure to enable and scale our applied algorithmic research and development. On a day to day, some of your responsibilities will include:

Design, Develop, Test and Maintain ETLs and services for integrating with our customers various data systems.
Design, Develop, Test and Maintain ETLs and services for building our own data processes to accommodate applied research needs as well as production needs.
Finding performance bottlenecks in our data pipelines and our machine learning pipelines and resolving them
Develop end-to-end algorithmic solutions for complex ML problems from research and training models, through design, development, evaluation and optimization.
Develop train and inference engine pipelines in a large scale distributed system.
Transform NLP and data related ML/DL algorithmic approaches into efficient and optimized production-ready solutions.
Design, Implement and Optimize ML/DL and research pipelines to improve algorithms performance.
Transform high-level product requirements into technical requirements
Brainstorm and prototype algorithmic improvements.
Work in an ambiguous environment and collect requirements from different personas in the company (Product, FE, Research, etc.)
Advise and collaborate with researchers on DL software engineering aspects (such as tools and practices).

We seek an experienced Software Engineer with a strong background to become an integral member of our Data-Core team, tasked with the mission of processing, digitizing, and analyzing hundreds of millions of data sources. Your role will be pivotal in creating a unified, up-to-date, and accurate utilities map, services, and tools for accelerating our mapping operations. Your contributions will directly impact our core product's success.

Your Mission

Collaborate with cross-functional teams to design, build, and maintain data processing pipelines, ensuring efficient data integration, transformation, and loading.
Implement geospatial data processing techniques and contribute to the visualization of data on our unified map, enhancing the product's geospatial features.
Drive the scalability and performance optimization of data systems, addressing infrastructure challenges as data volume and complexity grow.
Develop and optimize complex Python-based code for data cleansing, validation, and standardization, enhancing the quality and accuracy of datasets.
Create and manage data infrastructure components, including ETL workflows, data warehouses, and databases, supporting seamless data flow and accessibility.
Collaborate in designing and implementing data architecture, ensuring effective data storage, retrieval, and security.
Design and implement CI/CD processes for data processing, model training, releasing, and monitoring, ensuring robustness and consistency.

An exciting semiconductor startup is seeking an outstanding lead architect to join the architecture and system engineering team and create and define a SoC and system architecture for a new type of SoC processing big data. The architect will be responsible for the hardware specifications and flow specifications of complicated modules in the chip and in the full system solution. The architect will work closely with the chip design, firmware and software teams.
This is a rare opportunity to influence future processor architectures.

Job Description
Definition and specification of subsystems in the SoC which includes multi-core massively parallel processor, accelerators, network on chip and networking blocks.
Breaking down the sub-system architecture into microarchitectural blocks, firmware, and SW components.
Understanding the system in which the SoC is integrated to and designing the SoC to perfectly fit into the datacentre system.

Deep Instinct, the first cyber security company to apply Deep Learning to cyber security is looking for a Senior DevOps Cloud Engineer. Deep instinct is an innovative start-up that has a unique and game-changing software solution to protect Fortune 500 End-Point users against Zero Day & APT cyber-attacks. This is an incredible opportunity to get in early at a Pre-IPO Cyber Security company that is poised to do huge things! We're on a mission to disrupt the cyber security market and the time is NOW! You will take part in Developing, maintaining, and optimizing our products and their production environments. Play a key role in designing our transformation from a single tenant service to a high scale multi-tenant HA cloud native solution. Influence and optimize our software delivery lifecycle, Infrastructure as code, container orchestration, artifact managers, monitoring, and more while working closely with development and research teams.

Office Location:
TLV Office

Region:
Israel

Responsibilities::
What kind of things we do? Streamline the software development lifecycle by identifying pain points and productivity barriers and determining ways to resolve them. Collaborate closely with development teams to understand their current build and release processes and make recommendations for improvement. Partner with cross-functional stakeholders, including development, research, operations, quality assurance and security, to streamline processes. Provide guidance to development teams to improve performance and operability of the solutions they develop. Build and maintain the CI/CD pipelines to improve developer productivity, agility, and code quality. Develop and continuously improve automation solutions to enable teams to build, deploy and test code efficiently and consistently. Ensure that systems meet business and customer needs for reliability and availability. Monitor and manage application performance and service quality, including initial troubleshooting, identification of root cases and issue resolution. Work closely with cross-functional stakeholders to analyze and troubleshoot complex production issues.


Why Work With Us::
Deep Instinct , is the first cyber security company to apply Deep Learning as a platform. We are the only cyber security company harnessing the power of deep learning to prevent 99% of known and unknown attacks from malware and zero-day threats. Deep Instinct Prevention for Endpoints . Prevention of malicious files at the endpoint is critical. Deep Instinct prevents known, unknown, zero-day, and ransomware from executing on the endpoint Deep Instinct Prevention for Applications. is an agentless, on-demand, anti-malware solution for the enterprise that is device and system agnostic. With our unique, industry-leading deep learning ap

We are seeking a talented Embedded Software Engineer to play a crucial role in developing our cutting-edge Edge AI Runtime stack. You will have the opportunity to build and shape this stack from its inception, working on various software environments, low-level drivers, real-time firmware, embedded Linux, and complex infrastructure. Collaboration with the hardware team is essential for integrating and debugging intricate hardware/software systems. Join us if youre looking to make a significant impact on large-scale embedded systems.
Responsibilities:
Building and developing our best-in-class Edge AI Run time stack from the ground up, all the way from a Proof-of-Concept to a leading product.
Develop in different SW environments: including low level drivers, real-time Firmware, Embedded Linux (User and Kernel space), complex infrastructure and frameworks (such as Yocto) and more.
Work closely with the hardware, integrating and debugging complex hardware/software systems while taking into account challenging requirements as part of managing a large-scale embedded system.