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נאספה מאתר אינטרנט
19/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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).
Requirements:
M.Sc. (Phd preferred) in Computer Science, Engineer, or equivalent, ideally with a thesis in deep learning
Proven track record in MLOps, ML/DL engineering
High proficiency in Python and its data science stack (Pandas, sklearn, etc.).
Deep understanding of artificial deep neural networks architectures, algorithms, infrastructure, tooling and practices, ideally in NLP/NLU/NLG.
Hands-on experience with design, implementation and optimization of deep learning models using common frameworks (TensorFlow, PyTorch, HuggingFace, etc.)
Model optimization techniques familiarity with testing and hyperparameter optimization tools and frameworks.
3+ years of hands-on experience in engineering in production environments
2+ years of experience in ML
Experience in the following technologies: Dockers, Kubernetes, Aws, MongoDB
End to end experience owning feature from an idea stage, through design, architecture, coding, integration, deployment, and monitoring stages


ADVANTAGES
NLP/NLU/NLG experience in document classification, text generation, summarization, NER
Proven ability of conducting reproducible applied research in ML
Working with medical data on healthcare data projects
Experience in the following technologies: Spark/Hadoop, Airflow, Redis, Kafka
Go programming language proficiency
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
28/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: More than one
We are looking for a passionate Senior Software Engineer (Data & ML) to join our team. You will have a key part in developing the core detection capabilities and data pipeline at scale of the company and bringing it to the next level.
As a Software Engineer at EverC youll be expected to:
Be fully hands-on, lead your parts from A-Z (why, what, how), continuously raise the bar.
Drive the engineering efforts in a cross-functional squad.
Responsabilities
Design, develop and influence how we process data at scale, together with amazing people.
Work closely with Data Scientists & Product Managers to deploy and serve ML models & LLMs to production.
Solve diverse complex problems of scale, performance and business logic.
Work in an agile development methodology.
Review code, architecture and data to identify and troubleshoot problems and areas for improvement and optimization.
Share knowledge and mentor other engineers.
Requirements:
Baseline qualifications:
Expertise in Java or Python with at least 4+ years of experience in backend development of streaming application at scale.
Experience with large scale distributed systems in production.
Experience with microservices-based architecture.
Proficiency in Kubernetes & Kafka (or equivalent streaming enabler).
Hands on experience with cloud platforms, preferably AWS.
Team player, hard worker, quick learner, independent and loves challenges.
Fluent in English.
Preferred qualifications:
Experience with Spark & Scala
Strong advantage for experienced engineers working with deployment and serving of ML models.
Experience with CI/CD systems (Git Actions, ArgoCD).
Experience with infrastructure tools such as Cloud Formation and Terraform.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We move fast, fearlessly.
We're shaping the future of software. That means less talking and more doing, pushing the boundaries, and helping our customers build better, faster.
We're curious, committed, and count on one another to thinkand buildfast. Join us.
We are looking for a software engineer to join the company`s Cluster team.
Why would you love this job?
As a member of the Core Platforms group, you will be responsible for the software behind the fastest NoSQL clusters on earth, supporting more than 200 million ops/sec at sub-millisecond latency with true linear scalability.
Our ideal candidate is a strong individual that loves to work with a diverse team of bright and ambitious people. You are passionate about technology in general and specifically the challenges around cloud, performance, and distributed computing. You are a quick learner, always eager to learn and improve. You are able and willing to share your knowledge and guide other team members.
If youre all that, fun to work with, and want to make an impact while contributing to a wildly successful startup, then this is the right challenge for you.
What Youll Do
* Develop the next generation of our Cluster products and solutions.
* Own and lead our Cluster features end-to-end, from design through development and deployment.
* Debug, maintain, and improve the company`s Cluster infrastructure, enhancing its ability to handle many thousands of databases with millions of requests per second.
* Provide technical leadership and guidance to other team members.
* Participate in various open source projects that we maintain and/or contributes to.
* Work closely with team members, Product, DevOps, Support, Customer Success, and other R&D teams.
 
We Give Back To Our Employees:
Our culture is what makes us a fun and rewarding place to work. To support you at work and beyond, we offer all our Israel team members fantastic benefits and perks:
* Competitive salaries and equity grants.
* Flexible working options.
* Frequent team celebrations and recreation events.
* Lunch stipends.
* Home internet reimbursement.
* Gym membership and weekly pilates classes for a healthy mind and body.
* Learning and development opportunities.
* Ability to influence a high-performance company on its way to IPO.
 
As a global company, we value a culture of curiosity, diversity of thought, and innovation from our employees, customers, and partners. We are committed to a diverse and inclusive work environment where all employees differences are celebrated and supported, and everyone feels safe to bring their authentic selves to work. We are dedicated to equal employment opportunities regardless of race, color, ancestry, religion, sex, national orientation, sexual orientation, age, marital status, disability, gender identity, gender expression, Veteran status, or any other classification protected by federal, state, or local law. We strive to create a workplace where every voice is heard, and every idea is respected.
Requirements:
What will you need to have?
* 4 or more years of hands-on backend development experience working on a large-scale production-grade system (preferably in Python /Go).
* Excellent coding skills with a good understanding of large-scale architecture and design patterns.
* Experience with cloud computing and operating systems (specifically Linux).
* A B.Sc. in Computer Science or Software Engineering/equivalent experience.
* Self-directed, ambitious, and eager to learn new things. Passionate about technology (always learning about new tech).
 
Extra Great If You Have:
* Experience designing and implementing distributed systemsa BIG advantage.
* Experience with NoSQL databases (especially us).
* Experience with Python.
* Experience with at least one of the big cloud platforms.
* Have participated in an end-to-end Big data and/or large scale performance challenge.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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
Requirements:
What are we looking for? +6 years of relevant DevOps experience. Hands-on experience with designing, building, and managing production-grade infrastructure on GCP +3 years of hands-on experience writing and managing automated Infrastructure as code. +3 years of experience writing automations with one of the following scripting languages: Ansible, Python, Groovy. +2 years of Hands-on experience building and managing Kubernetes clusters in production environments. +2 years of hands-on experience designing and building CI/CD for containerized based applications (Jenkins, GitHub actions, ArgoCD, Cloud Build & Deploy) Strong collaboration skills, with a demonstrated ability to work well as part of a team. Experience with agile development and a strong understanding of DevOps principles. Ability to investigate and analyze information, and to draw conclusions. Flexibility, adaptability, and desire to learn new languages and technologies. Strong verbal and written communication skills. B.Sc. (or equivalent) in Computer Engineering, Computer Science, or related technical discipline – Advantage
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
08/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for an exceptional data engineer to join our journey to create a data-based platform that will transform the shipping industry.
As a senior data engineer, you will take an instrumental part in laying the foundations and building the data infrastructure in the company, plan and implement the relevant data infrastructure and tools, be in charge of pipelining the companys data and be responsible for the integrity of the data as we scale up.
Responsibilities:
Contribute to the ongoing management of the data team platform including platform enhancements, capacity management, performance monitoring, troubleshooting and resolution of technical issues
Designing and optimizing data storage solutions, including data warehouses and data lakes.
Identify, design, and implement process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability.
Developing and maintaining data pipelines for efficient extraction, transformation, and loading (ETL) processes.
Participate in proofs-of-concept on platform innovation, and effectively transition and scale those concepts into production at scale through, engineering, deployment and commercialization.
Part of a cross-disciplinary team, working closely with other data engineers, software engineers, data scientists, data managers and business partners.
Requirements:
BSc or MSc degree in Computer Engineering, Computer Science or a related discipline
8+ years of experience in data/ software engineering within a production environment
Strong programming skills (e.g., Python,, SQL).
Familiarity with Docker, Kubernetes, and cloud services (AWS, GCP)
Experience with SQL/NoSQL databases (e.g., Redshift, Postgres, MongoDB, Spark)
Proficiency in data modeling and database management.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
13/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an exceptional Sr. Software Engineer to embark on our journey to build a Prime Video Sports tech team in Israel from ground up. Our team will focus on developing products to allow for personalizing the customers experience and providing them real-time insights and revolutionary experiences using Computer Vision (CV) and Machine Learning (ML). You will get a chance to work on greenfield, cutting-edge and large-scale engineering and science projects, and a rare opportunity to be one of the founders of the Israel Prime Video Sports tech team in Israel.

Key job responsibilities
- Own architecture and feature development for our Personalization and CV/ML teams.
- Partner with other engineers to ideate, design, and build scalable solutions.
- Help with hiring, mentoring, and onboarding new hires.
- Utilize data science and ML to develop products that deliver great experiences for customers.
- Tackle complex technical challenges across the stack - from data pipelines to large scale services.
- Collaborate with product managers to influence decisions that deliver customer value.
Requirements:
BASIC QUALIFICATIONS:
- Experience in professional, non-internship software development.
- Experience as a mentor, tech lead or leading an engineering team.
- Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design.
- Experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems.

PREFERRED QUALIFICATIONS:
- Master's degree in computer science or equivalent.
- An interest or experience in the field of Computer Vision and/or Recommendation Systems.
- Experience of or interest in working with applied science teams and deploying ML model in scale.
- Strong bias for action; ability to juggle multiple priorities and create a sense of urgency in a fast-paced, dynamic environment.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
28/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a Machine Learning Engineer to join our Data Science group.
We are a fast-growing company that is building a multi-product platform for eCommerce brands, and the Data Science group is at the heart of our innovative solutions.
Our group works on fundamental challenges within the eCommerce space which span a variety of domains, such as Machine Learning, Deep Learning, NLP, Generative AI, Reinforcement Learning, Recommendation Systems, Computer Vision and more.
You will:
Build data pipelines & large scale solutions based on ML models.
Work with big data technologies (e.g., AWS, spark, airflow, k8s), ML technologies (e.g., pytorch, keras, mlflow) and software engineering technologies (e.g., git, docker, jenkins).
Collaborate with highly experienced developers and researchers.
Constantly learn new stuff.
Requirements:
B.Sc. / M.Sc. in Computer Science.
0-2 years of experience in software development preferably as an ML engineer, big data developer or backend developer.
At least 1 year of experience developing in python including academic experience such as a final project, advanced courses, student positions etc.
Outstanding achievements in fundamental computer science courses Data Structures, Algorithms, Systems Programming, Object Oriented Programming.
Fast learner.
Significant Advantages:
Experience working with a cloud technology stack (e.g., AWS, Azure).
Academic background or professional experience in big data development (e.g., databases, distributed systems).
Significant project in machine learning or big data development.
Academic background in Machine Learning or related topics.
Experience with Spark or SQL.
Advantages:
High GPA (90+).
Experience working with git.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
20/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior BackEnd Engineer to join our in-house research infrastructure team and play a pivotal role in contributing to the companys ongoing success, Come join us.
What you will do Its all about the data:
The teams mission is to build the ultimate platform for quantitative finance research. Our pipelines process huge amounts of data from various sources, and you will provide the tools to extract, translate and compute it to gain insights and optimize workflows across all products.
Your Impact:
Conceiving innovative and novel ideas in various areas ranging from API management to high throughput computing on dedicated clusters.
Working with quantitative researchers to deliver high-quality features for machine learning models.
End-to-end ownership POC, design, development cycles, deployment, and scaling.
Creative thinking using state-of-the-art tech stack.
Requirements:
BSc in Computer Science or equivalent software engineering fundamentals (Autodidact, Military experience)
Can-do mentality, intellectual curiosity, self-motivation, and ability to communicate within and across teams.
At least 5 years of industry experience.
Strong programming skills in Python, C# and JS
Experience working with CI/CD pipelines and servers (preference for GitLab)
Experience with Large-scale databases
Preferred Qualifications:
A passion for capital markets.
Prior experience in quantitative finance.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
08/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking to hire a talented Software Engineer to join our System Validation and Integration group in Tel Aviv.
You will have a direct impact on our product, and you will be responsible for designing, implementing, Integrating, and debugging our products in multiple SW environments (mainly Python and C++) in the domains of ML, AI algorithms performance and computer vision.
If you are passionate about working with a large-scale SW and are excited about AI, we want to meet you!
Responsibilities:
Design and development of internal SW tools and infrastructure used for Integration, validation, and benchmarking of our products
Analyze and debug our product performance and usability.
Requirements:
B.Sc. in Computer Science or Electrical Engineering from top Universities (GPA above 85)
5+ years experience in SW development
2+ years experience in Python development
2+ years experience in C/C++ development
Proactive approach, strong interpersonal and communication skills, and ability to work effectively in a team
Hardworking, committed, and self-reliant attitude.
Fluent English
Advantages
Experience with CI/CD tools and processes
Experience in the Embedded software stack
Experience with Yocto build system (or any other embedded build tool)
Experience in multi-OS environments
Experience in Linux shell and command languages.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
28/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are seeking a Senior DevOps Engineer to join our team.
As a DevOps Engineer and lead the effort in designing, building, deploying and maintaining our companys infrastructure, deployment pipelines, and continuous integration/delivery workflows.
You will work closely with development teams to ensure efficient and reliable software delivery, as well as identify and implement improvements to our systems and processes.
Responsibilities:
Design, implement, and maintain highly available and scalable infrastructure on cloud platforms such as AWS, Azure, or GCP.
Build and maintain deployment pipelines
Design and implement data pipelines to support various data processing needs across the organization.
Work closely with development teams to ensure code is deployed efficiently and reliably while maintaining high standards of security and performance.
Identify and implement improvements to our systems and processes, including automation and monitoring solutions.
Troubleshoot and resolve issues related to infrastructure and deployments.
Collaborate with cross-functional teams to ensure seamless integration of new features and technologies.
Requirements:
4+ years of experience in DevOps, Site Reliability Engineering, or a related field.
Strong experience in designing, implementing, and maintaining infrastructure on cloud platforms such as AWS, Azure, or GCP.
Proven Experience with both Docker and Kubernetes.
Strong scripting skills using languages such as Python and Bash.
Experience using and building deployment pipeline tools such as Azure DevOps, GitHub Actions, GitLab CI/CD, Jenkins, or CircleCI.
Problem-solving skills and ability to identify, explain, and troubleshoot complex issues.
Excellent communication and collaboration skills, with a proven ability to work effectively in a team environment.
Bachelors or masters degree in computer science, Engineering, or a related field.
BSc/MSc in Information Management, Mathematics, Statistics, Computer Science, or related fields.
Advantage:
Experience with C# and their build and deployment process in both Windows and Linux environments.
Experience with monitoring and logging tools such as ELK stack, Prometheus, or Grafana.
Experience with database systems such as MySQL, PostgreSQL, or MongoDB.
Experience with Machine Learning tools and methodologies, including deployment, monitoring, construction of training pipelines and experiment tracking.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7703286
סגור
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