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We are looking for an ML Engineer to join a research-oriented group developing physics-informed neural networks for advanced sensing and optical measurement systems. The role focuses on training, validating, and improving neural network models that combine data-driven learning with physical modeling, simulation, and experimental measurements.

Responsibilities
Develop, train, and evaluate neural network models for physics-based sensing and reconstruction tasks.
Incorporate physical knowledge into ML models through data generation, model architecture, loss functions, constraints, or regularization.
Work with simulated and experimental datasets, including data. preprocessing, augmentation, validation, and error analysis.
Build robust training pipelines using Python and modern ML frameworks such as PyTorch.
Compare model predictions against ground-truth data from simulations, optical experiments, or measurement systems.
Collaborate with physicists and optical engineers to understand underlying physical models and translate them into ML workflows.
Analyze model performance, identify failure modes, and improve generalization from simulation to real-world data.
Design experiments to evaluate model robustness, sensitivity, uncertainty, and accuracy.

The system engineering team is responsible for developing, integrating, and building advanced sensing systems, combining cutting-edge modules with advanced algorithms across multi-disciplinary domains: electro-optical components, unique physical models, bio-mechanical considerations, mechanical and electrical trade-offs, dedicated SW & FW, large-scale data analysis, and classic and ML-based algorithms.

Responsibilities
Own the complete system life-cycle - from Proof-Of-Concept through preliminary design, detailed architecture, module builds, testability, and delivery to mass-production.
Risk mapping and mitigation activities.
Define data collection requirements.
Signal analysis and trade-off mapping.
System optimization.
Collaborate with multiple HW and SW teams to analyze and optimize overall system performance.
Define and track system specifications.
Lead multi-disciplinary teams to deliver reliable, high-performance system features.

As an ASIC STA Engineer, you will have responsibilities spanning all aspects of SoC design in terms of timing.
Key responsibilities include timing sign-off, STA and sign-off flow development, ownership of Full chip, IP, and block level timing constraints both for regular and custom timing requirements from synthesis to sign-off to achieve sign-off quality timing constraints.
You will closely interact with RTL designer to understand design intent and clock structure, with CAD to understand and develop flow, and with Physical design team to close and sign-off timing. You will also come up with ideas and plans to verify your own timing constraints. You will innovate timing constraints and flow to facilitate timing closure and any potential pessimism or fall outs in timing analysis.

We are looking for a highly motivated, mid-to-senior level Electro-Optical Engineer to join our Hardware Engineering organization. In this role, you will be the optical cornerstone of a multi-disciplinary team, driving the development of next-generation electro-optical modules that define our future products.

You will work in a fast-paced, highly collaborative environment, sitting at the critical intersection of core optics, testing methodologies, mechanical engineering, and high-volume manufacturing. This role requires a unique blend of deep optical design intuition, hands-on lab expertise, and the leadership to drive global suppliers. Your work will directly impact millions of users globally by enabling breakthrough optical technologies.

If you are passionate about pushing the boundaries of physics, spending time in the lab to prove your concepts, and partnering with top-tier global vendors to bring elegant designs to mass production, we want to hear from you.


Lead optical architecture and development of compact electro-optical modules, including simulations (Zemax, CodeV, LightTools) for imaging, sensing, and system performance.
Define test plans, characterization methodologies, and calibration protocols for both R&D and factory environments.
Own bench-level validation - build custom test setups and characterize prototypes across key optical metrics (MTF, stray light, radiometric efficiency).
Serve as the primary technical contact for global optical suppliers and CMs, with regular travel to oversee factory bring-up, qualify production lines, and drive failure analysis.
Produce high-quality technical documentation, including component specs, SOPs, FA reports, and executive summaries.
Collaborate cross-functionally with ME, EE, and Firmware teams to integrate optical modules within thermal, structural, and electrical constraints.

The Imaging and Sensing group develops Depth and Image Sensing systems, including the groundbreaking True Depth camera that powers FaceID and the recently released LiDAR scanner.
This multidisciplinary team of ground breaking engineers is responsible for the architecture, design, development, and validation of these highly complex sensing systems, tailored for our products.

We are looking for a student position to join our caSystem Validation team to collaborate on advanced electro-optical system development.


Contribute to a core technology team designing, developing, and validating advanced solutions for our future products.

Conduct characterization, test, and validation aspects of our cutting-edge sensing systems, spanning from early lab prototypes to complete system maturity.

Design and implement complex lab-based experiments, followed by thorough analysis supported by simulations.

Develop and execute lab automation for products evaluation.

Conduct data-driven analysis to support decision-making processes.

Lead the Product Management function across multidisciplinary development teams, driving best-in-class product ownership methodologies from concept to launch. Act as the strategic commercial bridge between global field teams and R&D, evaluating business needs for ROI and strictly enforcing R&D intake phase-gates to manage WIP limits. Own and author the Product Requirements Document (PRD) & Marketing Requirements Document (MRD), seamlessly translating complex clinical and business workflows into definitive technical product specifications. Drive usability engineering and human factors testing (IEC 62366-1) specifically tailored for complex medical aesthetics devices Cross-Functional Collaboration with system Engineering, Hardware, Software, V&V, Clinical and Regulatory teams to ensure product vision is executed without scope & feature creep. Play a pivotal role in shaping innovative, broad, and technologically advanced medical products. Ensure alignment between product management and regulatory/clinical/quality requirements. Recruit, mentor, and manage a high-performing team of Product Managers / Product Owners as the department scales Standardize product management frameworks, methodologies (for PRDs/MRDs), and lifecycle processes within the R&D division

Alma, a Sisram Medical company, is a global leader in medical-aesthetic technologies, with over 25 years of experience in energy-based devices (EBD). Over the years, Alma has evolved into an integrated aesthetic and wellness ecosystem that combines medical devices, injectables, diagnostics, and personalized skincare. The company operates in a dynamic, innovation-driven environment, merging advanced technology with deep clinical understanding to create holistic solutions for aesthetic clinics. Alma’s headquarters are in Caesarea, Israel, with business operations in more than 100 countries worldwide.
* Lead and manage the System Engineering team, providing strong technical authority over complex, multidisciplinary product integration (Laser, RF, Ultrasound, Hardware, Software).
*  Drive System-Level Architecture and technical baseline definition, successfully translating PRD & MRD inputs into clear, testable System Requirements Specifications (SRS).
* Own the full system risk management lifecycle (ISO 14971), executing comprehensive cross-disciplinary hazard analyses (FMEA/FTA).
* Enforce architectural boundaries and system safety compliance (IEC 60601-1 and IEC 60601-1-2 EMC) across all engineering subsystems.
* Lead formal system design reviews and manage critical interface control documents (ICDs) between the Software and Hardware engineering groups.
* Ensure compliance with medical device development processes and regulatory standards, owning the requirements traceability matrix.

Subsidiary:
Alma LTD

our company, a Sisram Medical company, is a global leader in medical-aesthetic technologies, with over 25 years of experience in energy-based devices (EBD). Over the years, our company has evolved into an integrated aesthetic and wellness ecosystem that combines medical devices, injectables, diagnostics, and personalized skincare. The company operates in a dynamic, innovation-driven environment, merging advanced technology with deep clinical understanding to create holistic solutions for aesthetic clinics. our companys headquarters are in Caesarea, Israel, with business operations in more than 100 countries worldwide.
* Strategic direction and leadership across Mechanical Engineering, Electronics, and NPI teams
* Drive end-to-end development processes for new products, from concept through commercialization
* Ensure delivery against development goals, timelines, and quality standards
* Push and motivate cross-functional teams to meet business and technical objectives
* Collaborate closely with multiple stakeholders, including V&V, Software, Regulatory, Quality, and Innovation
* Lead engineering activities in compliance with stringent regulatory requirements
* Support maintenance and continuous improvement of existing products, including addressing field-related challenges
* Continuously improving development processes, methodologies, and strategies