דרושים » תוכנה » Senior Deep Learning Researcher

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פורסם ע"י המעסיק
10/04/2024
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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פורסם ע"י המעסיק
31/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
At UVeye, we're on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the world's first fully automated suite of vehicle inspection systems. At the heart of this innovation lies our advanced AI-driven technology, representing the pinnacle of machine learning, GenAI, and computer vision within the automotive sector. With over $200M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, UVeye stands at the forefront of automotive technological advancement. Our growing global team of over 200 employees is committed to creating a workplace that celebrates diversity and encourages teamwork. Our drive for innovation and pursuit of excellence are deeply embedded in our vibrant company culture, ensuring that each individual's efforts are recognized and valued as we unite to build a safer automotive world.
We are hiring a highly skilled and motivated Generative AI Researcher to join our talented research team. As a Generative AI Researcher, you will be responsible for developing and implementing cutting-edge multi-modality LLMs to solve complex problems and drive innovation across our organization. You will work closely with data scientists, software engineers, and product managers to design, build, and deploy genAI-powered solutions that enhance our products and services.
A day in the life and how you’ll make an impact: Designing, developing, and implementing multi-modality generative AI models and algorithms utilizing state-of-the-art techniques
* Collaborating with cross-functional teams to define genAI project requirements and objectives, ensuring alignment with overall business goals.
* Stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques and identify opportunities to integrate them into our products and services.
* Publish in high profile venues such as Nature, Science, CVPR, NeurIPS, ICML or similar
* Optimizing existing generative AI models for improved performance, scalability, and efficiency.
* Developing and maintaining AI pipelines, including data preprocessing, feature extraction, model training, and evaluation.
* Developing clear and concise documentation, including technical specifications, user guides, and presentations, to communicate complex AI concepts to both technical and non-technical stakeholders.
* Contributing to the establishment of best practices and standards for generative AI development within the organization
* Providing technical mentorship and guidance to junior team members
Requirements:
* PhD or MSc in CS, EE, Physics, or related field
* Proven publication record
* Experience developing and implementing generative AI models.
* Proficiency in Python and experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras.
* Experience with NLP techniques and tools, such as SpaCy, NLTK, or Hugging Face.
* Strong foundations in data structures, algorithms, and software engineering principles.
* Familiarity with cloud-based platforms and services, such as AWS, GCP, or Azure.
Attributes
* Excellent problem-solving skills, with the ability to think critically and creatively to develop innovative AI solutions
* Strong communication skills, with the ability to effectively convey complex technical concepts to a diverse audience
* Proactive mindset, with the ability to work independently and collaboratively in a fast-paced, dynamic environment

Why UVeye: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, machine learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid d
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
5 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Join the forefront of innovation as a fullstack Generative AI Engineer, where cutting-edge technology meets transformative solutions.
we're not just developing products; we're revolutionizing the accessibility domain with the power of generative AI.
Our mission is to make digital products universally accessible, leveraging the latest advancements in AI technology.
This is your chance to be part of a groundbreaking journey, creating end-to-end products that are not only technologically advanced but will also make the digital world accessible to everyone.
Your Impact & Responsibilities:
Design, develop and implement products that incorporate generative models, knowledge retrieval and task specific prompt engineering
Find creative solutions to bypass existing LLM blindspots and weakness
Research and stay updated with the latest trends and advancements in Generative AI
Deliver solutions to production in collaboration with backend and frontend teams
Requirements:
+ years of experience as a ML engineer/software developer
Strong programming skills in Python and familiarity with data science toolkits, such as Pandas, Scikit-learn, TensorFlow, PyTorch, LangChain
Experience in utilizing machine learning, especially generative models in solutions that made it to production
Proven track record in data driven evaluation of algorithms, models and/or technologies
Experience with cloud services (AWS, GCP, Azure)
Excellent understanding of algorithm design and data structures
Team player with great communication skills, who can also work independently and methodically
Highly motivated to solve real-world problems and create high impact products
Someone who's always up for a challenge never backs down, and brings a 'can do' vibe to everything they do
Honest curiosity and passion for the current genAI revolution
Nice to have:
BSc in computer science, software engineering, mathematics, physics, statistics, or a similar scientific field
Experience in building RAG applications and/or working with vector databases
Familiarity with frontend frameworks, such as React and Angular
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
5 ימים
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Join the forefront of innovation as a fullstack Generative AI Engineer, where cutting-edge technology meets transformative solutions.
we're not just developing products; we're revolutionizing the accessibility domain with the power of generative AI.
Our mission is to make digital products universally accessible, leveraging the latest advancements in AI technology.
This is your chance to be part of a groundbreaking journey, creating end-to-end products that are not only technologically advanced but will also make the digital world accessible to everyone.
Your Impact & Responsibilities:
Design, develop and implement products that incorporate generative models, knowledge retrieval and task specific prompt engineering
Find creative solutions to bypass existing LLM blindspots and weakness
Research and stay updated with the latest trends and advancements in Generative AI
Deliver solutions to production in collaboration with backend and frontend teams.
Requirements:
5+ years of experience as a ML engineer/software developer
Strong programming skills in Python and familiarity with data science toolkits, such as Pandas, Scikit-learn, TensorFlow, PyTorch, LangChain
Experience in utilizing machine learning, especially generative models in solutions that made it to production
Proven track record in data driven evaluation of algorithms, models and/or technologies
Experience with cloud services (AWS, GCP, Azure)
Excellent understanding of algorithm design and data structures
Team player with great communication skills, who can also work independently and methodically
Highly motivated to solve real-world problems and create high impact products
Someone who's always up for a challenge never backs down, and brings a 'can do' vibe to everything they do
Honest curiosity and passion for the current genAI revolution
Nice to have:
BSc in computer science, software engineering, mathematics, physics, statistics, or a similar scientific field
Experience in building RAG applications and/or working with vector databases
Familiarity with frontend frameworks, such as React and Angular
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
14/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for a Senior Engineer with a data engineering background to join our growing ML Platform team. This is a great opportunity to enter the world of Machine Learning. Together well provide tools to develop more effective models, get them into production faster, and ensure that they continue to perform well over time.
What you will be doing:

Designing, building, and maintaining the ML infrastructure that allows models to make billions of real-time decisions every year.
Building a platform that enables managing a full ML model lifecycle - from researching to training, deploying, and serving predictions in real-time.
Building distributed data processing pipelines to support model development.
Acting as a consultant to researchers, data scientists, and expert analysts and enabling them to research new models faster and with greater precision by providing cutting-edge tooling.
Expanding our ML infrastructure to make it scalable, quick, and efficient to bring diverse models to production and to monitor their performance and drift over time.
Expanding the pool of internal customers able to use ML. Work with them to understand their needs and help them make the most of the infrastructure that well provide.
Acting as an advocate for MLOps, continually improving our processes, and raising our standards.
Requirements:
4+ years experience with large-scale data processing, ideally with Apache Spark.
5+ years developing complex software projects with at least one of general-purpose languages (preferably Python, but not a must)
Backend and server-side development experience of complex, highly scalable systems
Experienced with machine learning concepts and frameworks.
Motivation to understand the needs of internal users, provide them with great tooling, and teach them how to use it.
Experience working with public clouds (AWS / GCP / Azure)
Fluent in written and spoken English
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
04/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are is looking for experienced technologists with a combination of technical depth and excellent interpersonal skills to join the EMEA Prototyping team as Prototype Architect (PA). The PA will join a newly created group of hands-on developers focusing on the Israel market.

The PA will work on multi-week customer prototypes through collaborative projects with developers and solution architects from customers, partners and other stakeholders. A prototype brings technology and business concepts together and is a real technical implementation of a solution to a customer's business challenge. As a PA, you would focus on co-developing solutions on us with customers and enable them to ramp up as builders and take forward the implementation to production.

The ideal candidate for this role should combine hands-on development with solution architecture skills, and demonstrate a good understanding of the company`s services portfolio with experience building solutions following cloud architecture, security and operational best practices. Interest and experience with Generative AI is a plus for this role. The PA is expected to ideate and implement technical architectures addressing customer needs while working closely with specialist resources for domains requiring deep expertise

Key job responsibilities:
- Support the Prototype Engagement Manager in Israel and other local stakeholders in the technical qualification and scoping of new prototype opportunities.
- Lead the design and implementation of prototype architectures addressing customer needs working together with prototyping architects, solution architects and other stakeholders, with focus on Generative AI technologies.
- Deliver 3 to 8 weeks hands-on prototype projects with customers and partners, in agile and collaborative development engagements.
- Drive continuous technical enablement and knowledge transfer to customers and partners involved in prototype engagements.
- Develop and present technical demonstrations to Senior Business and Technical leaders, and document projects as appropriate.
- Proactively collaborate with the wider community such as Solutions Architect, Service and Solution teams to ensure optimal customer outcomes during engagements.
- Proactively develop reusable technical assets from customer engagements and promote within the EMEA and worldwide company`s SA community.
Requirements:
BASIC QUALIFICATIONS:
- Good technical knowledge of cloud services (our services portfolio knowledge is a plus) and implementation best practices, with demonstrable experience in security, infrastructure-as-code, serverless and data domains as well as experience of Generative AI technologies.
- Experience and motivation working in close day to day collaboration with customers developers teams such as devops, data engineering, machine learning developers, software developers; across a wide spectrum of skills and engineering maturity.
- Hands-on programming experience in at least one of the following programming languages: Java, Python, Node.js.

PREFERRED QUALIFICATIONS:
- Experience working with external and internal customers and/or partners to design and implement solutions that are ready for large scale operations.
- Excellent written and verbal communication skills, with the ability to present complex technical information in a clear and concise manner to a variety of audiences.
- Have a passion for exploring the art of the possible and building cloud solutions for a diverse and challenging set of customers. Enjoy keeping your technical knowledge up to date.
- Experience of implementing solutions with us or other major Cloud platform services in business environments such as large and medium sized enterprises, digital native businesses, ISVs, start-ups.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
5 ימים
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
14/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Were looking for a strong ML engineer to join our team and help lead the development of our ML infrastructure.
If youre passionate about ML, Python and high-scale big-data environments, come join the team!
What you'll do:
Lead the development of our ML Ops infrastructure, creating processes that support ML projects in the company from their development phase until their deployment to production and beyond.
Build and support an infrastructure for real-time model inference at scale, serving billions of requests each day.
Implement data-based processes and solutions processing massive amounts of data as part of our ML pipelines.
Work closely with our data scientists to deliver new projects, define processes and coding standards and gather requirements to further develop our infra.
Design and implement pipelines integrating ML models and prediction results into our core products.
Be the go-to person for any Python or ML Ops related question or idea, being a focal point for both our Research and engineering teams.
Requirements:
5+ years of backend development in Python.
Has experience developing ML Ops processes or supporting ML models in production.
Experienced with big-data, high-scale environments.
Familiar with cloud vendors concepts and tools, preferably working on top of one in prior positions.
Team player with good verbal and written communication skills.
Passionate about technology, fast learner and eager to lead and take ownership of big projects end-to-end.
Prior experience working with GCP - advantage.
Golang knowledge and experience - advantage.
Experience with Vertex AI and Kubeflow pipelines - advantage.
This position is open to all candidates.
 
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
04/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
The PA will work on multi-week customer prototypes through collaborative projects with developers and solution architects from customers, partners and other company`s stakeholders. A prototype brings technology and business concepts together and is a real technical implementation of a solution to a customer's business challenge. As a PA, you would focus on co-developing solutions on us with customers and enable them to ramp up as builders and take forward the implementation to production.

The ideal candidate for this role should combine hands-on development with solution architecture skills, and demonstrate a good understanding of the our services portfolio with experience building solutions following cloud architecture, security and operational best practices. Interest and experience with Generative AI is a plus for this role. The PA is expected to ideate and implement technical architectures addressing customer needs while working closely with specialist resources for domains requiring deep expertise.

Key job responsibilities
- Support the Prototype Engagement Manager in Israel and other local stakeholders in the technical qualification and scoping of new prototype opportunities.
- Lead the design and implementation of prototype architectures addressing customer needs working together with prototyping architects, solution architects and other stakeholders, with focus on Generative AI technologies.
- Deliver 3 to 8 weeks hands-on prototype projects with customers and partners, in agile and collaborative development engagements.
- Drive continuous technical enablement and knowledge transfer to customers and partners involved in prototype engagements.
- Develop and present technical demonstrations to Senior Business and Technical leaders, and document projects as appropriate.
- Proactively collaborate with the wider community such as Solutions Architect, Service and Solution teams to ensure optimal customer outcomes during engagements
- Proactively develop reusable technical assets from customer engagements and promote within the EMEA and worldwide our SA community.
Requirements:
BASIC QUALIFICATIONS:
- Good technical knowledge of cloud services (our services portfolio knowledge is a plus) and implementation best practices, with demonstrable experience in security, infrastructure-as-code, serverless and data domains as well as experience of Generative AI technologies.
- Experience and motivation working in close day to day collaboration with customers developers teams such as devops, data engineering, machine learning developers, software developers; across a wide spectrum of skills and engineering maturity.
- Hands-on programming experience in at least one of the following programming languages: Java, Python, Node.js.

PREFERRED QUALIFICATIONS:
- Experience working with external and internal customers and/or partners to design and implement solutions that are ready for large scale operations.
- Excellent written and verbal communication skills, with the ability to present complex technical information in a clear and concise manner to a variety of audiences.
- Have a passion for exploring the art of the possible and building cloud solutions for a diverse and challenging set of customers. Enjoy keeping your technical knowledge up to date.
- Experience of implementing solutions with us or other major Cloud platform services in business environments such as large and medium sized enterprises, digital native businesses, ISVs, start-ups.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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דיווח על תוכן לא הולם או מפלה
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תיאור
שליחה
סגור
v נשלח
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נאספה מאתר אינטרנט
08/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Job ID: R_101711.

Responsibilities:
Technical Leadership: use your depth and breadth of experience to lead complex, long-term, cross-team engineering efforts. In collaboration with other functional and engineering leaders, you will help create and evolve a technical strategy for new initiatives in our company.
New Product Development: Collaborate with product managers, designers, and other partners to conceptualize and design new features and products that enhance our B2C customer experience. Guide the innovation process and ensure understanding of our goals.
Architecture & Design: Architect complex distributed systems, ensuring they are efficient, maintainable, and scalable. Evaluate and select appropriate tools, and frameworks to achieve team goals, by building both client and server side applications.
Engineering Excellence: Lead by example, writing high-quality code, and providing code reviews to maintain the highest standards of software craftsmanship within the team. Promote best practices and improve software development processes.
Be a Cultural Leader: Be a role model in upholding our cultural values and use them as a framework to mentor other engineers across the company to achieve their full potential. You will help set and hire against a high-engineering talent bar for the team.
Requirements:
You Have:
8+ years of overall software development experience including leading development of reliable, available and scalable distributed systems in production environments.
A degree in Computer Science, Engineering or a related field or equivalent experience.
Experience as a technical leader on complex engineering projects with multiple stakeholders and working in partnership with Product, Design and Data.
Experience driving and building long term technical strategy across multiple engineering teams.
Experience with multiple programming languages such as TypeScript, Go, Python, or Java. While having a deep understanding of concepts and design patterns such as DDD and TDD.
End to end experience on client-server applications, while taking into account user experience, performance and scalability. This includes understanding of both frontend and backend technologies.
Great online and offline communication skills, working in a multicultural environment.
Team player who is eager to work in a fast-paced and results-driven environment and solve complex problems.
A proactive person with a keen eye for details, who constantly wants to improve the system and grow.
Enthusiastic about building consumer-facing products with great UX and UI.
Proved experience in building of modern distributed architecture, working with cloud services, message brokers and different database systems
Work well in ambiguous environments.
This position is open to all candidates.
 
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