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4 ימים
סיסטמטיקס
דרושים בסיסטמטיקס
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Have you reached a point in your career where you're eager to challenge your existing knowledge and experience with new opportunities for growth? We're offering you the chance to take your next career step.
We are looking for an outgoing and enthusiastic engineer to join Systematics MATLAB Simulink team! Join our dynamic team that combines a passion for engineering design with working face-to-face with customers.
As the Application team leader you will lead a team of expert Engineers and collaborating with Sales and Marketing.
You will partner with wide range of Communication, Semiconductor and Aero-Defense companies developing Radar, Analog/Mixed-Signal, Audio systems, and more.
You will help customers uncover and solve their critical technical and business challenges and paint a vision of how MATLAB Simulink technology can accelerate the pace of their innovation.
Requirements:
Minimum Qualifications
A bachelor's degree and ~ 7 years of professional work experience (or a master's degree and 5 years of professional work experience) is required.
PhD degree - An advantage.
Leading experience - An advantage.
Aerospace, radar, communication system, or related industry experience
Great verbal and written communication skills
Experience with MathWorks products (MATLAB, Simulink, or Stateflow) or other simulation software

Additional Qualifications
Experience in any of the following is a plus:
R D methodologies (e.g. Model-Based Design, Agile)
Customer-facing experience
Antenna design, RF Front-End or back-end development
Signal Processing and data analysis
Model-Based Engineering
Experience with ICs e.g., ASIC, RFSoC, FPGA, MMIC
Languages e.g., HDL, C / C ++, Assembler
Aerospace industry and certification processes
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
07/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Our team develop cutting-edge solutions that transform medical imaging. You will play a crucial role in designing, implementing, and optimizing algorithms that improve healthcare.

Responsibilities
Design, develop, and implement efficient and robust AI algorithms for medical data analysis.
Collaborate with data scientists and software engineers to integrate algorithms into clinical workflows.
Conduct research and experimentation to improve algorithm performance and accuracy.
Stay up-to-date on the latest advancements in AI and machine learning, particularly in the medical domain.
Requirements:
Master's degree in Computer Science, Electrical Engineering, Physics, or a related field.
5 years of experience in designing and implementing algorithms, preferably AI/DL algorithms in healthcare or medical imaging.
Excellent analytical and problem-solving skills.
Ability to work independently and as part of a cross-functional team.
Strong communication and collaboration skills.
Proficient in Python - an advantage.
Previous experience in leading - an advantage.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
21/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are hiring a Senior Geophysicist for Algorithm Development role.
KEY RESPONSIBILITIES:
-Develop subsurface imaging algorithms based on data acquired from multiple sensors.

-Define and implement Signal Processing methods.

-Validate the performance of developed solutions based on empirical studies, and clearly communicate and document conclusions.

-Collaborate with team members and provide necessary support for technology transfer.

-Support existing technology in a production environment.

-Stay up to date with industry technology and software trends to bring ideas to geophysical solutions.

Requirements:
-Ph.D. or MS in Geophysics or Physics.

-Five years of experience in a relevant industry, working with real data.

-Results-oriented, high levels of curiosity, independence, and creativity.

-Outstanding teamwork capabilities.

-High level of proficiency in geophysical signal processing (seismic, ground penetrating radar, ERT, FDEM)

-Proficiency in numerical modeling of elastic and EM wave propagation.

-Proficiency in optimization methods to solve inverse problems.

-Experience with Linux-based systems and Python programming language

-Previous experience with the development of acoustic surveying tools and technology is highly desirable.

-Demonstrated ability to conceive of and develop creative/innovative technology.

-Demonstrated teamwork, strong communication skills, and collaboration in complex projects.

-Advance depth imaging (FWI, RTM, LSRTM) and velocity model building experience.

-Propose when relevant new processing, inversions and seismic acquisitions.

This position is open to all candidates.
 
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נאספה מאתר אינטרנט
21/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Our innovative platform is leading-edge with a strong product-market fit. As a result, we're seeing remarkable growth and close to zero customer churn. To support our hyper-growth and continue propelling the growth of some of the biggest names in the mobile industry, we offer a wide range of opportunities for different skill levels and experiences.
We are looking for a Senior ML Engineer who is passionate about bringing models from development to production. As a Senior Machine Learning Engineer, you will join a team that specializes in the development and deployment of machine learning models at scale. Your role will be pivotal in exploring and integrating new technologies related to machine learning, artificial intelligence, and large-scale data processing.
Responsibilities
Leading the development of machine learning pipelines that are scalable, ensuring they can accommodate future growth in data volume and diversity.
Actively participating in the selection and implementation of new technologies and architectural components to advance our machine learning capabilities.
Develop ML solutions using advanced DL techniques to a diverse set of problems.
Collaborating with cross-functional teams to integrate machine learning solutions into the broader system architecture
Requirements:
+5 years of proven experience as a Data Engineer or Machine Learning Engineer
+2 years experience working with Deep Learning.
Strong experience in developing, deploying, and maintaining machine learning models in a production environment.
Construct and maintain data pipelines for model training and serving.
Experience with cloud-native architectures, preferably AWS.
Experience in recommendations, ad-tech, or highly imbalanced data- an advantage
Experience with Embeddings - an advantage
Experience with real-time inference - an advantage
Experience with GPU - an advantage
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a dynamic and experienced Head of Algorithms to lead our algorithm development team. The ideal candidate will have a proven track record in designing, developing, and implementing innovative algorithms to address complex challenges in deep learning domains. As a crucial member of our technical leadership, you will play a pivotal role in driving technological advancements and ensuring the success of our projects.

RESPONSIBILITIES
Lead and manage a team of algorithm engineers and data scientists. Define and execute the algorithm development roadmap, aligning it with the companys overall strategy and objectives.
Collaborate with cross-functional teams, including software engineers, data scientists, and product managers, to ensure seamless integration of algorithms into our products and solutions.
Stay abreast of the latest advancements in algorithmic research and implement best practices in algorithm development.
Conduct performance evaluations, provide mentorship, and identify opportunities for professional development within the team.
Oversee the design, development, testing, and optimization of algorithms for Vision AI
Evaluate and select appropriate tools, platforms, and technologies for algorithm development.
Requirements:
A Masters or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
years of experience in algorithm development, with a proven track record of successfully leading algorithm teams.
Proficiency in Python
Strong knowledge of specific technologies, frameworks, or methodologies relevant to your industry.
Excellent problem-solving and analytical skills.
Exceptional leadership and team management abilities.
Strong communication skills, with the ability to convey complex technical concepts to non-technical stakeholders
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are looking for an Algorithm Developer and Calibration Expert, where your contributions will be instrumental in crafting cutting-edge computer vision algorithms. Focused on both online and end-of-line calibration within the dynamic landscape of autonomous driving, your role holds the key to elevating the safety and efficiency of self-driving vehicles. Through your expertise, you will empower these vehicles to navigate with unparalleled accuracy and reliability in real-time scenarios, shaping the future of autonomous mobility.

RESPONSIBILITIES
Collaborate with cross-functional teams to design, implement, and optimise calibration algorithms, both on-line (i.e., from Optical Flow) and end-of-line (i.e., from charts), for autonomous driving systems.
Develop and enhance computer vision models and techniques to accurately estimate the intrinsic and extrinsic calibration parameters, with and without GT data.
Implement calibration and variable-estimation algorithms that ensure the continuous accuracy of the calibration model over time.
Address challenges related to strong dynamical changes, unstable driving, bumpers, hard-braking, and real-time processing to achieve robust calibration estimation.
Evaluate and integrate cutting-edge computer vision and machine learning libraries and frameworks into our automotive AI stack.
Work closely with hardware and software engineers to ensure seamless integration of algorithms into our autonomous vehicles.
Stay up-to-date with the latest research and advancements in online and end-of-line calibration to continually improve our technology.
Requirements:
MSc/PhD in relevant disciplines (e.g., EE/CS/Applied Math/Physics/Bio Engineering/Computational Biology/etc.).
Proven experience in computer vision, specifically in calibration or related domains, with a focus on real-world applications.
Excellent coding skills, with at least 5 years of experience in Python. Strong background in C++ is advantageous.
3+ years of industry or research experience (e.g., MSc thesis) in algorithm development, machine learning, data science, or statistical modeling.
Knowledge of state-of-the-art calibration algorithms and procedures.
Self-learning academic background is advantageous.
Understanding of Machine Learning and Deep Learning fundamentals.
Experience working on autonomous driving projects or ADAS systems is a significant advantage.
Excellent problem-solving skills and the ability to work in a collaborative team environment.
Strong communication skills and the ability to explain complex technical concepts to non-technical stakeholders.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
The SA. Senior Engineer is expected to do the heavy lifting in this respect: research and develop an end-to-end SA module complementing our cutting-edge DL technology using a variety of disciplines that transcend the traditional neural-net-based approaches.

About The Role:

As an Object Detection and Tracking Algorithm Engineer, you will play a crucial role in developing state-of-the-art computer vision algorithms for object detection and tracking in the context of autonomous driving and ADAS. Your work will directly impact the safety and efficiency of self-driving vehicles, enabling them to detect and track other vehicles, pedestrians, and objects in real-time.
RESPONSIBILITIES


Collaborate with cross-functional teams to design, implement, and optimize object detection and tracking algorithms for autonomous driving systems.
Develop and enhance computer vision models and techniques to accurately detect objects of interest within a vehicle's environment.
Implement object-tracking algorithms that ensure the continuous monitoring and tracking of objects as they move across frames.
Address challenges related to occlusions, varying lighting conditions, and real-time processing to achieve robust object detection and tracking performance.
Evaluate and integrate cutting-edge computer vision and machine learning libraries and frameworks into our automotive AI stack.
Work closely with hardware and software engineers to ensure seamless integration of algorithms into our autonomous vehicles.
Stay up-to-date with the latest research and advancements in computer vision, object detection, and tracking to continually improve our technology.
Requirements:
Master's, or Ph.D. in Computer Science, Electrical Engineering, or a related field.
Proven experience in computer vision, specifically in object detection and tracking, with a focus on real-world applications.
Strong programming skills in languages such as Python, C++, or similar.
Proficiency in deep learning frameworks (e.g., TensorFlow, PyTorch) and computer vision libraries (e.g., OpenCV).
Knowledge of state-of-the-art object detection and tracking algorithms and techniques.
Experience working on autonomous driving projects or ADAS systems is a significant advantage.
Excellent problem-solving skills and the ability to work in a collaborative team environment.
Strong communication skills and the ability to explain complex technical concepts to non-technical stakeholders.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
19/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we looking for an experienced Simulation Engineer.

In this role, you will work in the advanced-features R&D team being responsible for the simulation environment used for training and evaluating deep learning based driving policy models

RESPONSIBILITIES
Ensure the simulation environment accurately emulates real-world driving scenarios, including various traffic conditions, weather patterns, and road types.
Be in contact with external vendors of simulation software and evaluate said software.
Collaborate with data scientists and machine learning engineers to integrate deep learning models with the simulation environment.
Facilitate the training and evaluation of these models within the simulation, ensuring robust and efficient performance.
Manage large datasets used for training and validating deep learning based models.
Analyze simulation results to identify model performance issues and areas for improvement.
Develop and implement rigorous testing protocols to validate the safety and reliability of driving policies under various conditions.
Optimize the simulation environment for speed and efficiency, enabling faster iteration cycles for model training and evaluation.
Work closely with cross-functional teams, including software engineers, data scientists, and product managers.
Stay informed about the latest advancements in simulation technology, autonomous driving, and machine learning.
Requirements:
BSc in relevant disciplines (e.g., EE/CS/Applied Math/Physics/Bio Engineering/Computational Biology/etc.)
3+ years of experience.
Proficiency in programming languages such as Python, C++, or Java.
Experience with real-time systems and ROS.
Experience with simulation software (e.g., Gazebo, CARLA, SUMO, Unity, Unreal Engine).
Knowledge of autonomous vehicle technology and related sensors (LIDAR, RADAR, cameras).
Understanding of vehicle dynamics and control systems.
Ability to process and analyze large datasets.
Strong analytical and problem-solving skills, with the ability to handle complex challenges.
Excellent communication skills, both verbal and written.
Ability to work effectively in a team environment and collaborate with various departments.
Experience with cloud computing platforms (AWS, Azure, GCP) for simulation scalability - Advantage
Contributions to open-source simulation projects or relevant publications in the field - Advantage
Prior experience in the automotive industry, especially in ADAS (Advanced Driver-Assistance Systems) and autonomous driving - Advantage
Experience in deep policy learning - Advantage
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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