דרושים » תוכנה » Senior Data Scientist (Spatial Biology)

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פורסם ע"י המעסיק
09/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are hiring a senior data scientist to join Nucleai’s data science team. A cancer patient wants to know that their diagnosis and treatment are determined with the greatest precision and preferably using the most advanced technology. At Nucleai, we bring cancer patients cutting-edge AI-based technology by improving biopsy interpretation with machine learning and creating novel precision medicine technology. Come join our team of experienced AI engineers and world-renowned clinicians, and help us make a difference. At Nucleai, we believe that talents are our most valued asset, and as such, hiring the right people is one of our most strategic missions.
Position Overview The data science team provides the bottom line to our customers – which patients are the best fit for a cancer treatment and what is the chance of success. We do it by analyzing medical images and clinical data, researching spatial features, developing predictive models and applying statistical methods to evaluate the results. Responsibilities:
* Independently lead the data science perspective in any project or assignment – from data mining, through developing new algorithms, to analyzing results and providing professional insights and guidelines.
* Contribute to the team's internal codebase with high-quality code and development standards.
* Augment our knowledge and best practices, adopt relevant SOTA data science methods and practices.
* Work closely with medical doctors, product and project managers, research scientists and software developers to focus your efforts, build new capabilities and provide value to your colleagues and our customers.
Requirements:
Requirements
* Background in relevant biology domains is required - degree and/or industry experience.
* Advanced degree in relevant technical domains e.g. computer science, statistics, bioinformatics.
* 5+ years of relevant industry experience including a proven track record in the ML domain.
* Hands-on experience with Python (professional developer is a plus).
* Get the job done attitude. Proven track record of success in delivering complex projects.
* Strong interest in working on medical problems and taking a leading part in the field of digital pathology.
* Clinical trials data analysis, computer vision, genomics, publications - Big advantage
Why join us? There are plenty of reasons: Your job matters, use your experience and skills to implement solutions that save lives. Come as you are, Do what you love: We are a diverse team who are inspired to let our people bring their real self to work by providing an inclusive respectful work environment, and openness to feedback and ideas.
* Won the Atlas Award Work with amazing people that share a passion for using technology as a tool to achieve great things.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior Applied Scientist 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:
We are looking for a Senior Applied Scientist with domain expertise in Computer Vision or Recommendation Systems to lead development of new algorithms and E2E solutions. You will be part of a team of applied scientists and software development engineers responsible for research, design, development and deployment of algorithms into production pipelines. As a technologist, you will also drive publications of original work in top-tier conferences in Computer Vision and Machine Learning. You will be expected to deal with ambiguity! We're looking for someone with outstanding analytical abilities and someone comfortable working with cross-functional teams and systems. You must be a self-starter and be able to learn on the go.
Requirements:
BASIC QUALIFICATIONS
- PhD or Master plus experience in Computer Science, Machine Learning or related field.
- Coding and design skills, proficiency with programming languages such as C/C++, Java, or Python.
- Strong CS fundamentals in data structures, problem solving, algorithm design and complexity analysis.

PREFERRED QUALIFICATIONS:
- Significant peer-reviewed scientific contributions in premier journals and conferences.
- Experience in building production grade deep learning models for computer vision, recommendation systems, or related fields.
- Experience with defining research and development practices in an applied environment.
- Solid knowledge of big data and cloud technologies (e.g., Spark, etc.).
- Scientific thinking and the ability to invent, a track record of thought leadership and contributions that have advanced the field.
- Track record in creating novel algorithms and advancing the state of the art
- Technical writing and cross discipline collaboration skills.
- Background in classical CV algorithms is a plus.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an Applied Scientist 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:
We are looking for an Applied Scientist with domain expertise in Computer Vision or Recommendation Systems to lead development of new algorithms and E2E solutions. You will be part of a team of applied scientists and software development engineers responsible for research, design, development and deployment of algorithms into production pipelines. As a technologist, you will also drive publications of original work in top-tier conferences in Computer Vision and Machine Learning. You will be expected to deal with ambiguity! We're looking for someone with outstanding analytical abilities and someone comfortable working with cross-functional teams and systems. You must be a self-starter and be able to learn on the go.
Requirements:
BASIC QUALIFICATIONS:
- Master's degree in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field.
- Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design.

PREFERRED QUALIFICATIONS:
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field.
- Significant peer-reviewed scientific contributions in premier journals and conferences.
- Experience in building production grade deep learning models for computer vision, recommendation systems, or related fields.
- Experience with defining research and development practices in an applied environment.
- Solid knowledge of big data and cloud technologies (e.g., Spark, AWS, etc.).
- Scientific thinking and the ability to invent, a track record of thought leadership and contributions that have advanced the field.
- Track record in creating novel algorithms and advancing the state of the art Technical writing, verbal communication, and cross discipline collaboration skills.
- Background in classical CV algorithms is a plus.
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
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
15/05/2024
Location: Tel Aviv-Yafo and Herzliya
Job Type: More than one
The Industry Solutions Engineering (ISE) team is a global engineering organization that works directly with Microsofts most strategic Healthcare and Life Sciences customers who are looking to leverage the latest technologies to address their toughest challenges. We develop solutions side-by-side with our customers through collaborative innovation to solve their challenges. This work involves the development of broadly applicable, high-impact solution patterns and open-source software assets that contribute to the Microsoft platform. In this role, you will be working with data scientists, program managers and engineers from your team and our customers teams to apply your skills, perspectives, and creativity to grow as engineers and help solve our customers toughest challenges.

We are looking for a Data Scientist with expertise in developing statistical techniques to analyze data and find patterns. You will work cross-functionally with several teams including data scientists, engineering crews, product teams, and program management to deploy business solutions for Microsoft clients in the Healthcare and Life Sciences sector.
Requirements:
Required Qualifications:
3+ years of data-science experience (e.g., managing structured and unstructured data, applying statistical techniques, and reporting results). AND Bachelors degree in Engineering, Computer Science, Mathematics, Statistics, or related field
OR 2+ year of data-science experience AND a Masters degree in Engineering, CS, Mathematics, Statistics or a related field.
OR a PhD degree in Engineering, CS, Mathematics, Statistics or a related field.
OR equivalent experience
Expertise in machine learning models with hands-on experience applying them in real-world scenarios.

Preferred Qualifications:
Experience working as part of geographically dispersed, diverse, and virtual teams.
Enjoy travel and are comfortable with travel up to 25% (once per quarter)
Masters degree in Engineering, Computer Science, Mathematics, Statistics, or related field.
Demonstrated ability to work with customers and collaborate across company boundaries. 
Knowledge of advancements and emerging research in foundation models, including large language models (LLMs).
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
We are seeking a passionate and highly motivated Senior Product Analyst to join our team.
In this role, you will play a vital part in developing and executing our data strategy, setting growth and product KPIs, creating data infrastructure, integrating data into everyday processes, and generating insights and recommendations for product and development squads.
As a key member of our team, you will work closely with product, data, and development teams to deliver top-notch data and analytics to empower key stakeholders. This data-driven approach will fuel efficient product processes and drive the company's success.
The ideal candidate will have a strong understanding of data analysis and interpretation, as well as experience with developing and executing data strategies. You will also be a highly motivated and organized individual with excellent communication and teamwork skills.
If you are passionate about data and analytics and are looking for a challenging and rewarding role, we encourage you to apply.
Requirements:
B.A / B.Sc in a highly quantitative field e.g. engineering/computer science/economics/statistics/Mathematics/Bioinformatics/Computational Biology, etc.
5+ years experience as a data/product analyst - solving analysis problems, and applying advanced analytical methods as needed
Hands-on SQL skills and a strong technical orientation
Experience in Python
Hands-on data visualization experience with BI tools (Looker, Tableau, etc.)
Experience with B2C products or product domain an advantage
Knowledge or interest in nutrition/metabolism/health an advantage
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
Who we are: KAZUAR is a cyber-security startup that offers a new game-changing solution for data and access security. Our products create self-contained, cryptographically isolated workspaces which provide cyber protection against the most sophisticated strategic risks to businesses and organizations. Our team of proactive, self-motivated, and diligent people with a creative and resourceful attitude who works well independently and as a team is expanding. Role description: We are looking for an experienced and talented embedded Linux software developer to join our team and help us deliver innovative solutions for embedded systems. You will be responsible for developing, testing, and optimizing the application and infrastructure code for our embedded system and integrating it with other components of our solution. You will also be involved in porting our code to new hardware platforms and ensuring the quality and security of our system. You will work closely with other developers, engineers, and product managers to meet the requirements and expectations of our customers:
Requirements:
* 6+ years of experience in embedded Linux development in C/C++, Bash, Make, and Python.
* 3+ years of experience in Linux BSP Development and Yocto build system.
* Native to the Linux command line.
* Strong knowledge of Linux Kernel subsystems and architecture, boot code, writing custom device drivers and related APIs.
* Experience in initial board bring up on custom hardware.
* Knowledge of ARM based SoC architecture, HW accelerators, power optimization tools and techniques.
* Familiar with memory and peripheral interfaces such as LPDDR, eMMC, PCIe, USB, UART, GPIO, SPI, I2C, etc.
* Experience with low-level debugging tools, such as GDB, ftrace, etc.
* Familiar with Network debugging tools such as tcpdump, netcat, routing, iptables, etc.
* Experience with embedded system updateability and testing frameworks.
* Strong problem-solving, analytical, and communication skills.
* Ability to work independently and collaboratively in a fast-paced environment.
* Bachelor's degree in computer science, Electrical Engineering, or related field, or equivalent work experience.
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 English Speakers
We are seeking a highly motivated and talented individual to join our scientific team as a Epidemiologist Researcher.
This multifaceted role combines the expertise of an epidemiologist with the communication skills of a medical writer.
You will play a crucial role in translating scientific data into peer-reviewed papers and accessible insights in metabolic health.
Responsibilities:
Write research protocols related to metabolic health.
To be the connecting factor between us and researchers or universities with which we collaborate.
Contact researchers and universities to create new collaborations.
Produce studies that support the Value proposition.
Execute robust analytical strategies using our unique datasets.
Conduct epidemiological studies, including data collection, data cleansing, analysis, and interpretation.
Utilize statistical software and methodologies to analyze complex datasets
Generate reports and identify key findings and insights from research data.
Translate complex findings into clear, concise, and engaging content for diverse audiences.
Develop materials for various formats, including layman articles, scientific publications, and educational materials.
Collaborate with researchers, editors, and other stakeholders to ensure content quality and effectiveness.
Requirements:
PhD or Master's degree in Epidemiology, Statistics or a related field.
Experience with epidemiology research methods, including cross-sectional studies, retrospective cohort and case-control study design, RCTs, confounding control, and longitudinal methods.
Minimum three years of experience in conducting and analyzing scientific research.
Strong understanding of statistical methods and software (e.g., R, Python, STATA, SAS).
Excellent writing and editing skills with the ability to adapt tone and style for different audiences.
Experience in scientific and medical writing, including peer-reviewed publications
Fluency in English (written and spoken).
Excellent teamwork and communication skills.
Strong work ethic, self-motivation, and ability to manage multiple tasks effectively.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
23/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
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
Requirements:
BSc or equivalent or higher degree in Computer Science, Computer Engineering, or Electrical Engineering.
5+ years of experience in software development with a strong focus on algorithm development
Strong proficiency in Python and C++
Knowledge of advanced algorithms and data structures for data analytics and hardware acceleration
Familiarity with software optimization techniques for performance-critical code
Familiarity with computer architecture and low level programming
Excellent communication skills and ability to explain complex technical concepts to non-technical stakeholders

Advantages
We are looking for a highly skilled professional that is interested in working on cutting-edge technology and wants to be a part of something big. If you meet the qualifications and are excited about the opportunity to work with our team, we encourage you to apply.
Background in research
Experience with hardware acceleration systems
Experience with database systems and SQL
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
21/05/2024
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are seeking a Sr. Mgr in Israel for our Enterprise Networking team organization within the IT. Infrastructure organization. In this role, you will be responsible for building, designing and supporting our global networks, ensuring reliability, scalability and efficiency goals are defined and met. You will be leading a team of passionate network engineers to bring in a data driven approach to operations, with focus on observability, well defined success metrics, and making continuous improvements. The successful candidate would be able to leverage their network architecture and design skills along with an execution mindset to facilitate effective translation of strategic plans to incremental delivery of impact to the business. Structured thinking and problem-solving skills, along with exceptional communication abilities will be crucial for success in this role as you build strong teams that partner with engineering and operations teams across our company.

What you will be doing:

Your main focus will be building and deploying networks to rebuild our current IL networks and also scale it for the exponential growth we are going through.

Your focus will also be maturing the current support model and processes to a more data driven, automated, SRE model. Our users will be your primary focus and enabling them!

Build an in-house team of experts for networking with both design and architecture skills and also support and operations from the existing outsourced SMES , providing leadership, direction, and strategy for a growing team.

Set the technical vision, strategy, and roadmap for network operations in partnership with the key infrastructure and partner teams.

Work across Network Architecture, Network engineering and partner well to establish run books, regular training sessions and ensure we build the network to be self-healing.

Work very well in understanding RCAs from events and incidents and work with our AI operations to enrich our observability tooling for better full stack view of the network to applications.

Influence the architecture of the company`s networks both on-prem and in the clouds.
Requirements:
What we need to see:

Bachelors degree in Computer Science, related technical field, or equivalent experience.

10+ overall years of experience with system design, network architecture, network engineering, and network operations and 6+ years Leadership experience.

Experience building and growing teams that are geographically distributed, appreciate local operations and bring in a global perspective, following standards.

Ability to do technical deep-dives into code, networking, operating systems and storage, and verbally and cognitively agile enough to hold your own in a strategy discussion with our executive team and peer SMEs.

Ability to identify trends and promote solutions that solve challenges efficiently across multiple product areas.

Excellent innovative thinking, collaboration, and problem-solving skills.

Ways to stand out from the crowd:

Experience transforming network operations using software driven methods.

Background in a Hyperscale Cloud Service Provider (public facing or not).

Knowledge of SRE principles (observability, SLOs, SLIs, logging, etc).

Knowledge of software interface design & documentation for less technical end-users.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
22/05/2024
חברה חסויה
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are looking to hire a deeply technical, creative, and hands-on advanced-development researcher to prototype and evaluate novel networking technologies for our Ethernet datacenter solutions, focusing on distributed AI training, High-Performance Computing, Cloud, Storage, network programmability, end-to-end network software stacks, and SDN. We are a world leader in high-performance computing technology, AI, and networking with ambitious plans for future systems. This position offers the opportunity to have a real impact in a research-focused team in a dynamic company. The networking advanced-development group is chartered to research and incubate new technologies that will re-define the future data centers and supercomputer performance and functionality. Advanced development software researchers represent us in open-source projects, conferences, and standard bodies.

What you'll be doing:

Developing proof-of-concept implementations of new technologies, and thereafter guiding their incorporation in company products.

Evaluation and analyzing new technologies at scale.

Optimizing collective communications and distributed AI training, and HPC communications. Improving performance on our supercomputers, researching distributed solutions for next-gen data centers networking.

Software development and architecture, ranging from application behavioral analysis and algorithms, network simulations, middleware, and API design, down to implementing OS subsystems, device drivers, FW, and HW modeling.

Customer engagements, academic research collaborations, publishing white papers, blogs, RFCs, and conference lectures/BOFs.
Requirements:
What we need to see:

BSc/MSc/PhDs in Computer science or Electrical Engineering, or equivalent experience.

5+ years of relevant practical experience.

Experienced in Hardware/Software/Firmware integrations.

Able to work independently.

Clear verbal and written communication with the proven ability to build consensus within a large organization.

Ways to stand out from the crowd:

Experience with distributed AI training frameworks, or collective communication libraries.

Practice with innovative network projects and collaborations like SONiC/SAI, P4.

Experience with Ethernet/IP technologies in the data center or edge.

Demonstrated ability to innovate and lead new technologies leading to product impact.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7731364
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