AI & Computer Vision Intern - Data Augmentation

Join Our TeamAt Harmattan AI, we are at the forefront of developing autonomous and scalable defense systems, dedicated to enhancing the capabilities of allied forces. Following our successful $200M Series B funding round, which has elevated our company’s valuation to $1.4 billion, we are looking to expand our talent pool and technological expertise.Our missi…

About UsHarmattan AI is a pioneering defense contractor dedicated to developing autonomous and scalable defense systems. After successfully closing a $200M Series B funding round, which has elevated our valuation to $1.4 billion, we are on a mission to enhance our teams and capabilities to deliver mission-critical solutions for allied forces.Our endeavors are driven by a commitment to innovation, excellence, and tackling the most challenging technical problems. We operate in a high-demand environment where accountability, precision, and successful execution are paramount.About the RoleWe are seeking a skilled Computer Vision Engineer to become a vital member of our Machine Learning and Computer Vision team. This position is essential for the development of core technical components across a variety of robotics and aerospace projects.ResponsibilitiesResearch & Data Preparation: Conduct thorough research on cutting-edge Computer Vision techniques, and assist in the creation and management of training and validation datasets.Perform statistical analyses and design visualization tools to guarantee data integrity.Algorithm Development & Optimization: Construct and optimize training pipelines and metrics aimed at improving model performance.Develop and enhance Computer Vision algorithms for various robotics and aerospace projects.Deployment & Integration: Implement ML/CV models into production-ready environments, ensuring smooth integration with Harmattan AI’s systems while conducting thorough code reviews.Validation & Monitoring: Test algorithms in real-world scenarios and develop monitoring tools. Continuously track model performance and refine deployed solutions.Cross-Team Collaboration: Collaborate closely with software and simulation teams to ensure development aligns with system requirements, effectively communicating findings to stakeholders.Candidate RequirementsEducational Background: A degree from a prestigious engineering institution or university (Master’s in Computer Science or related field; PhD preferred).Technical Proficiency: Proficiency in Python and C++ with a strong foundation in machine learning and computer vision frameworks.

About UsAt Harmattan AI, we are revolutionizing defense technology with innovative, autonomous, and scalable systems designed for real-world applications. With our recent $200 million Series B funding round, we are now valued at $1.4 billion and poised to expand our capabilities to provide mission-critical solutions for our allied forces.Our core values drive our work: we focus on creating impactful technologies, striving for excellence, setting challenging targets, and tackling complex technical problems. We thrive in a high-demand environment where dedication, accountability, and results are paramount.About the RoleWe are seeking a Computer Vision Engineer to enhance our visual inertial odometry (VIO) algorithm stack's front end, contributing significantly to our mission.ResponsibilitiesFront-End Algorithm Development for VIO:Frame and stereo pair matchingCalibration of both intrinsic and extrinsic camera parametersObstruction detectionImplementing and optimizing algorithms for embedded platformsConducting testing, validation, and monitoring: testing algorithms in both simulated and real-world conditions, and developing tools for inspection and monitoring.Collaborative Work: Engage with system, optical, and software engineers, sharing insights effectively with stakeholders.Candidate RequirementsEducational Background: Master’s degree in Robotics, Physics, Computer Science, or a related discipline; PhD is a plus.Technical Expertise: Strong mathematical foundation and proficiency in Python and C++.Hands-On VIO Experience: Prior experience with VIO in industrial applications is highly advantageous.Passion for Robotics and Computer Vision: A genuine enthusiasm for the field.Communication and Teamwork Skills: Ability to work collaboratively within diverse teams.Commitment: Full dedication to Harmattan’s mission and ambitious growth objectives, with a readiness to exceed expectations.

About UsAt Harmattan AI, we are pioneering the development of autonomous and scalable defense systems for the next generation. Following a successful $200M Series B funding round that has valued our company at $1.4 billion, we are on an exciting growth trajectory, enhancing our teams and technological capabilities to deliver mission-critical systems to allied forces.Our operations are driven by a commitment to creating technologies that make a significant real-world impact, striving for excellence in all endeavors, setting lofty goals, and tackling the toughest technical challenges. We thrive in a high-stakes environment where rigor, ownership, and execution are paramount.ResponsibilitiesDevelop and implement deep learning models targeted at computer vision applications.Engage in research and experimentation utilizing Convolutional Neural Networks (CNNs) and Vision Transformers.Apply model compression techniques, including knowledge distillation.Conduct quantization-aware training (QAT) and post-training quantization (PTQ).Explore network and dataset pruning strategies for optimization.Design efficient architectures suitable for edge and embedded systems.Oversee dataset curation, balancing, and bias mitigation processes.Conduct experimental design, ablation studies, and ensure reproducibility of practices.Perform robust evaluations using relevant metrics (e.g., mAP, IoU, calibration).Analyze failure cases and conduct robustness testing under distribution shifts.You will be encouraged to read, analyze, and implement insights from top-tier conferences such as CVPR, ICCV, ICLR, and NeurIPS.

At Isomorphic Labs, we harness the cutting-edge capabilities of AI to drive transformative scientific discoveries and create revolutionary medicines with the ultimate goal of addressing all diseases.Envision a future where machine learning empowers rapid drug discovery and effective disease treatment. Join us in our mission to revolutionize healthcare through innovative drug design.Be a part of our diverse team, committed to driving significant advancements while fostering an inspiring and collaborative culture.The future we aspire to is being built through our collective efforts today, and it starts with the culture we cultivate at Isomorphic Labs.About Isomorphic LabsFounded in 2021, Isomorphic Labs (IsoLabs) is dedicated to enhancing human health by extending the pioneering work established by the Nobel-winning AlphaFold system. Our multidisciplinary team of drug discovery experts and machine learning professionals has developed state-of-the-art predictive and generative AI models that accelerate scientific breakthroughs at unprecedented speeds.Our name reflects our belief in the inherent symmetry between biology and information science. By leveraging AI's robust capabilities, we can model intricate biological systems to design novel molecules, predict drug efficacy, and innovate treatment options for some of the most challenging diseases worldwide.We have established a leading-edge drug design engine that integrates AI models capable of addressing various therapeutic areas and drug modalities. Continuous innovation in our model architecture is key to advancing rational drug design.With each breakthrough, we move closer to fulfilling our vision of digital biology and achieving our ambitious mission of eradicating all diseases through artificial intelligence.

About UsEstablished in 2017, Unit8 is an innovative Swiss consulting firm specializing in AI and data analytics. Our mission is to tackle intricate challenges faced by traditional sectors such as automotive, chemicals, finance, manufacturing, and pharmaceuticals. Partnering with some of Europe’s largest organizations, we address critical business issues spanning operations, finance, manufacturing, and R&D. Having successfully completed over 200 projects, our talented team of more than 150 professionals operates from five locations.Our MissionAt Unit8, we strive to enhance the integration of AI and Data Science within non-digital industries, thereby facilitating their digital transformation. We allocate part of our resources to meaningful projects, including pro bono initiatives and “engineering for good” efforts.Are You Our Next Key Contributor?We are on the lookout for a Senior Consultant to join our expanding Data & AI Consulting Practice based in Lausanne. Our practice is designed to provide comprehensive data and AI consulting services, encompassing technical, operational, conceptual, and strategic aspects. You will play a pivotal role in implementing cutting-edge ML models and data science technologies to address real-world, impactful challenges. From business development to project execution, you will foster client relationships and help scale our consulting operations within a rapidly growing AI and Advanced Analytics service provider.Your ResponsibilitiesYour role will adapt based on our clients’ needs and internal objectives. In general, you will:Guide clients on their journey to becoming data-driven organizations, including assessing their data and machine learning maturity and outlining impactful implementation roadmaps.Engage with clients to understand their data-related challenges and the technological and business inquiries they must resolve.Collaborate with our data scientists, data engineers, and IT architects to deliver impactful data-driven solutions and machine learning applications.Advise on essential enablers like data governance, model governance, MLOps, and analytics centers of excellence.Work closely with the head of our Data & AI Consulting practice as part of a high-performing team to co-develop growth strategies and new consulting offerings in data and AI.

Join Harmattan AI as a Systems Engineer and be at the forefront of pioneering artificial intelligence solutions. In this role, you will leverage your technical expertise to design and implement sophisticated systems that enhance AI capabilities. Collaborate with a dynamic team dedicated to innovation and excellence in AI.

About UsHarmattan AI is at the forefront of revolutionizing defense technology, specializing in the development of autonomous and scalable defense systems. With our recent success in securing a $200 million Series B funding round, which has elevated our valuation to $1.4 billion, we are actively expanding our teams and enhancing our capabilities to provide mission-critical systems to allied forces.Our commitment to innovation is driven by core values: creating technologies that have a tangible impact, striving for excellence in all endeavors, setting high aspirations, and tackling the most challenging technical problems. We thrive in a high-pressure environment where rigor, ownership, and top-notch execution are paramount.About the RoleAs a Validation Engineer, you will be instrumental in validating the performance, reliability, and operational readiness of our autonomous defense systems. You will spearhead test campaigns on our systems, providing crucial insights for internal development and helping maintain our competitive edge in the market.

About UsHarmattan AI is pioneering the development of autonomous and scalable defense systems for the modern era. Following a successful $200 million Series B funding round, which has propelled our valuation to $1.4 billion, we are actively expanding our teams and enhancing our capabilities to deliver essential systems to allied military forces.Our operations are driven by a commitment to create technologies that generate tangible impacts, uphold excellence in all endeavors, set ambitious targets, and tackle the most challenging technical problems. We thrive in a dynamic environment where meticulousness, accountability, and effective execution are paramount.About the RoleIn the capacity of Chief Engineer, you will take full ownership of the architecture, system definition, and execution of our robotic systems, overseeing the journey from initial concept to field deployment. You will collaborate closely with project managers and technical leaders to translate mission objectives into comprehensive system-level designs, orchestrate multidisciplinary engineering teams, and ensure the overall performance, robustness, and reliability of our systems.

About UsHarmattan AI is at the forefront of developing autonomous and scalable defense systems. Following a successful $200 million Series B funding round that valued us at $1.4 billion, we are actively expanding our teams to enhance our capabilities in delivering mission-critical systems to allied forces worldwide.We are guided by our core values: creating impactful technologies, striving for excellence, setting ambitious objectives, and tackling the most complex technical challenges. Our work environment demands rigor, accountability, and high execution standards.About the RoleAs an Electrical Engineer, you will be instrumental in designing and developing electronic boards and embedded systems (SoM) for UAVs, including Flight Controllers, Companion Computers, and Electronic Speed Controllers.Key ResponsibilitiesEmbedded System Design: Architect and design the physical and electrical integration of complex systems utilizing processors, fast memory (DDR, Flash), and peripherals such as embedded computers, sensors, and video processing.Schematic and Routing Design: Create and develop electronic schematics, ensuring board placement and routing meet stringent design specifications while managing fast signal constraints.Physical Integration: Collaborate with the Mechanical Department to ensure seamless integration of the boards into the final product.Sensor Integration: Partner with the GNC (Guidance, Navigation, and Control) Department to ensure efficient sensor integration.Electromagnetic Compatibility: Tackle and resolve EMC challenges while maintaining signal integrity.Troubleshooting: Diagnose and rectify issues in electrical and electronic boards through effective troubleshooting methods.Testing and Validation: Execute testing, integration, and performance validation of electronic boards to ensure they meet operational and design requirements.

About UsHarmattan AI is pioneering the development of autonomous and scalable defense systems. Following our successful $200 million Series B funding round, which has resulted in a valuation of $1.4 billion, we are actively expanding our teams to deliver mission-critical systems to allied forces across the globe.Guided by our core values, we aim to create technologies that have a tangible impact, pursue excellence in all endeavors, set ambitious goals, and tackle the most challenging technical issues. Our environment is demanding, where rigor, ownership, and execution are paramount.About the RoleAs we develop sophisticated autonomous systems, we rely on robust state estimation and sensor fusion to navigate complex and dynamic environments. Our platforms integrate various sensors, including IMU, GNSS, vision, barometer, and magnetometer, necessitating precise, real-time estimation of system states such as position, velocity, and attitude.While classical methods like Kalman filtering are effective, they often depend on modeling assumptions that may not hold in real-world scenarios. To enhance performance, we are investigating hybrid methodologies that merge model-based estimation and control with cutting-edge machine learning techniques.Your MissionIn this internship, your objective will be to investigate and implement machine learning-based sensor fusion and state estimation techniques to boost performance in dynamic settings.ResponsibilitiesLiterature Review: Conduct an extensive review of current machine learning methods for state estimation and sensor fusion.Algorithm Implementation: Develop and implement various algorithms informed by your literature review and project specifications using both simulated and real-world flight data.Performance Evaluation: Evaluate and compare the performance and computational demands of the developed algorithms against classical benchmarks.Documentation: Thoroughly document all undertaken work, encompassing methodologies, results, and conclusions.Flight Tests Participation: Engage actively in flight test sessions to collect real-world data and validate the efficacy of the developed algorithms under operational conditions, contributing to real-time deployment.

About UsHarmattan AI is a pioneering defense technology company committed to developing autonomous and scalable defense systems. Following our successful $200M Series B funding round, which brought our valuation to an impressive $1.4 billion, we are on a mission to expand our teams and enhance our capabilities to deliver critical systems for allied forces.Our operations are centered around a set of core values: creating impactful technologies, pursuing excellence in all endeavors, setting ambitious objectives, and tackling complex technical challenges. We thrive in a high-pressure environment where accountability, precision, and execution are paramount.About the RoleAs Harmattan's propulsion requirements grow, we are looking to expand our team to expedite the development of essential hardware and software tools. You will become part of a high-impact duo dedicated to constructing advanced motor test benches and the software framework necessary for visualizing and disseminating results across our organization. This hands-on role effectively merges Python software development with practical hardware testing.ResponsibilitiesSystem Development: Design and maintain hardware motor test benches to evaluate motor, propeller, and controller performance.Software Engineering: Create and refine internal Python-based tools for propulsion testbench operations and data visualization.Data Analysis: Develop scripts to compute motor thrust requirements and manage extensive datasets to analyze performance across various hardware configurations.Testing & Reporting: Conduct motor tests, upload findings to our cloud platform, and generate technical reports for internal stakeholders and manufacturers.Collaborative Design: Engage in design meetings for new platforms (e.g., fixed-wing observers), offering expertise on propulsion solutions to fulfill range and autonomy specifications.Tool Democratization: Ensure our internal visualization tools are robust and accessible to the broader Harmattan team.Candidate RequirementsEducational Background: Master’s degree (or equivalent) in Mechatronics, Programming, or a related field; exceptional self-taught individuals with impressive portfolios will also be considered.Technical Proficiency: Proficient in Python, with experience in software engineering and hardware testing.

About UsHarmattan AI is at the forefront of creating cutting-edge autonomous defense systems that are both scalable and mission-critical. Following our recent $200 million Series B funding round, which has valued us at $1.4 billion, we are on an ambitious path to expand our teams and capabilities to support allied forces effectively.Our innovation is driven by a commitment to real-world impact, excellence, and tackling the most challenging technical problems in a fast-paced and demanding environment. We value rigor, ownership, and execution in every project we undertake.About the RoleAs a Software Engineer - Validation, you will be instrumental in developing the essential infrastructure for testing our systems, effectively creating the "machine that tests the machine." This role bridges Hardware, Software, and DevOps, as you work to construct hardware test benches and software pipelines that allow our validation team to efficiently scale testing from one drone to a hundred.ResponsibilitiesAutomation: Create Python scripts and tools to streamline log analysis, telemetry parsing, and report generation.CI/CD Integration: Collaborate with the software team to embed physical hardware tests into our continuous integration pipeline.HIL Development: Design and construct Hardware-in-the-Loop (HIL) test benches that simulate flight conditions within a lab setting.Bonus: Design mechanical fixtures and jigs using CAD to facilitate consistent physical testing.Candidate RequirementsBachelor's degree in Software Engineering, Embedded Systems, or Mechatronics.Strong proficiency in Python (C++ is a bonus).Experience in building test benches, HIL systems, or automated test equipment (ATE).Familiarity with DevOps tools such as Docker, Jenkins, Git, and working in Linux environments.Bonus: Background in robotics or drones is an advantage.Bonus: Mechanical design skills (CAD) for developing custom testing rigs.We are eager to hear how you can contribute to shaping the future of autonomous defense systems at Harmattan AI.

At Debiopharm, our mission is clear: we are committed to improving the lives of individuals impacted by cancer and infectious diseases. As a privately-owned Swiss biopharmaceutical company, our work is fueled by scientific innovation and, most importantly, by the patients and families we serve.Utilizing our unique 'development only' model, we expedite the transformation of promising therapies into accessible treatments for those in need.Are you ready to pioneer the field of model-informed drug development (MIDD)? Debiopharm International SA is on the lookout for a passionate and driven Research Fellow (Intern) to assist in the creation of an AI-enhanced Quantitative Systems Pharmacology (QSP) platform. This internship presents an exceptional chance to merge preclinical, clinical data, and real-world data with mathematical models and AI to fast-track the development of our Antibody-Drug Conjugate (ADC) pipeline. You will engage directly with assets, bridging the divide between systems biology and data-driven decision-making.Research Fellow – AI-Enhanced Pharmacometrics (Intern)Location: Lausanne, SwitzerlandDepartment: Clinical Pharmacology & PharmacometricsProject Duration: 12-month internshipExecutive Summary of the InternshipYour primary objective will be to develop and standardize a custom QSP platform tailored for the Debiopharm ADC pipeline. By leveraging AI and cutting-edge modeling techniques, your contributions will help create a 'Digital Twin' environment to simulate virtual trials, optimize dosing regimens, and establish key 'Go/No-Go' criteria. This role is essential for executing our project strategy, aiming to shorten development timelines while enhancing our proprietary MIDD capabilities.Key ResponsibilitiesQSP Data Integration: Assist in integrating multiple data sources into the existing QSP platform for pivotal ADC programs.AI-Driven Modelling: Develop templates for constructing virtual populations using AI and R to characterize relevant populations.Simulator Development: Create virtual trial simulators utilizing R or C++ to predict compound efficacy and safety.Decision Analysis: Formulate R-based data analysis templates to define 'Go/No-Go' criteria based on virtual trial simulations.Documentation: Maintain thorough documentation of development processes and analysis workflows to ensure knowledge retention.

Join Our TeamAt Harmattan AI, we are at the forefront of developing autonomous and scalable defense systems. With the successful closure of our $200M Series B funding round, our valuation has reached $1.4 billion, allowing us to enhance our teams and capabilities to deliver critical systems to allied forces.Our commitment to excellence is driven by a set of core values: creating technologies that have a meaningful impact, striving for the highest standards in our work, setting ambitious objectives, and tackling the most complex technical challenges. We thrive in a challenging environment that demands rigor, ownership, and high-level execution.Your RoleAs an Application Software Engineer in our R&D team based in Lausanne, Switzerland, you will play a pivotal role as one of the founding members of a new team focused on developing the ground control station (GCS) software that underpins our autonomy stack. Your key mission will be to design and implement industrial-grade ground control software.

Join Our TeamAt Harmattan AI, we are pioneering the future of defense technology by building autonomous and scalable systems that serve the needs of allied forces. Following our successful $200 million Series B funding round, which has elevated our company’s valuation to $1.4 billion, we are rapidly expanding our teams to enhance our capabilities in delivering mission-critical systems.We are guided by our core values: creating technologies that make a tangible impact in the real world, striving for excellence in all our endeavors, setting lofty goals, and embracing the toughest technical challenges. Our work environment is demanding, where rigor, ownership, and execution are paramount.Your RoleAs an Embedded Software Engineer, you will become an integral member of our dynamic team focused on developing state-of-the-art UAV systems. You will build upon the existing groundwork laid by our talented team, contributing to the design of software architectures, establishing development environments, and integrating drivers and algorithms for sensors and systems. Working in close collaboration with our Algorithmic teams, your skills will be vital in advancing Harmattan AI’s mission and nurturing a culture of technical excellence.

Join Terry Soot Management Group (TSMG), a pioneering field data collection company established in 2017, dedicated to gathering data in challenging environments where automation falls short. We meticulously count features, capture images, record videos, document conversations, and inspect areas to provide the vital information you need for informed decision-making. Our skilled field data teams are strategically positioned across Europe and North America, ready to tackle new challenges and contribute to exciting projects.Project Overview:We are seeking native French speakers to participate in a project testing a voice assistant. Participants will engage with a script that includes targeted questions and collaborate closely with a Moderator. The focus is on facilitating a session that revolves around neutral conversation topics.Your responses will be documented and utilized to enhance the performance of voice assistants in your language, contributing to the development of cutting-edge technology.Each participant will take part in one session lasting 1-2 hours.

Role Overview Visium is looking for a Lead AI Engineer to guide the development of Agentic AI solutions in Lausanne, Vaud, Switzerland. This position shapes the direction of AI projects and plays a central part in advancing the company’s technology. What You Will Do Lead a team of engineers and researchers focused on Agentic AI initiatives Work closely with colleagues across different functions to align project goals Contribute to project strategy and technical decision-making Oversee the execution of AI projects that strengthen Visium’s product offerings Who We’re Looking For This role calls for strong experience in AI technologies, team leadership, and a collaborative approach to problem-solving. The ideal candidate brings both technical depth and the ability to drive projects from concept to delivery.

Join Our Team as an AI Speech Tester!Terry Soot Management Group (TSMG) is a pioneering data collection company established in 2017 in Europe. We excel in gathering information in scenarios where automation isn't feasible. Our dedicated teams capture features, take photographs, create videos, record speech, and meticulously scan areas to provide you with the detailed insights needed for informed decision-making.Project OverviewWe are on the lookout for native French speakers from Switzerland to engage in a conversational audio data collection project aimed at advancing speech recognition and conversational AI technologies.As a participant, you will engage in spontaneous, unscripted dialogues with another participant, all in your native language. These discussions will be recorded in a controlled acoustic setting with the guidance of a moderator.The audio collected will contribute significantly to the training and enhancement of large-scale speech recognition and conversational AI systems.

Join the esteemed team at the Lausanne-Chauderon Clinic as a Receptionist Intern, where you will play a vital role in ensuring excellent patient care and administrative support. This is a fantastic opportunity for individuals looking to gain practical experience in a dynamic healthcare environment.