
Aventix AB · Mölndal
Rollen som Lead Project Engineer innebär att ta fullt ansvar för att utveckla och driftsätta maskininlärningsmodeller för en ny bildbehandlingsprodukt, från arkitektur till integration med befintliga system.
Rollen som Lead Project Engineer innebär att ta fullt ansvar för att utveckla och driftsätta maskininlärningsmodeller för en ny bildbehandlingsprodukt, från arkitektur till integration med befintliga system.
Lead Project Engineer
About Us
At Aventix, we create sensor-based solutions that transform how laboratories collect and analyze data across a wide range of industries. By combining sensors with cutting-edge software, we help scientists achieve results faster, more accurately, and more reproducibly.
The Project
We are building a cost-effective, innovative new product for imaging and quantifying low volumes in micro well plates. We have established the foundational elements—from hardware prototyping and machine learning model development to our core backend and frontend architecture.
We are now looking for a driven Lead Engineer for a highly focused, 3-month project employment. We have a highly defined customer case to solve, providing you with clear objectives and delivery targets.
Your mission will be to take full ownership of the product – from the machine learning architecture and pipeline, optimizing and deploying our computer vision models for production, to working closely with our software and hardware team to integrate and develop the backend and frontend – to deliver a seamless user experience. By the end of this 3-month project, you will have led the transition of the ML model of this project from its current development phase into a fully functional and customer-ready product.
What will the project include?
Acting as the technical lead of the product, including the machine learning and computer vision aspects.
Developing, optimizing, and deploying existing computer vision/ML models to reliably analyze low-volume imaging data.
Working closely with the software team to integrate ML outputs seamlessly with our backend and frontend architecture.
Troubleshooting and resolving model performance and data-processing bottlenecks.
Solving our specific customer use case reliably, which serves as a primary deliverable for this project.
Driving the project execution to hit the 3-month target for a customer-ready product.
Which programs and tools will you work with?
Python as the primary language for machine learning and pipeline development.
Deep learning frameworks (PyTorch or TensorFlow) and vision libraries (OpenCV).
Modern full-stack web technologies (React, TypeScript, .NET, C++). You will interface with these through close collaboration with the team for system orchestration and the user interface.
Embedded systems and hardware-software communication interfaces.
Required Skills
Must-Have
Experience as a Machine Learning Engineer, Computer Vision Specialist, or closely related role.
Strong proficiency in Python and how to deploy, optimize, and interface with machine learning models in production environments.
Excellent team collaboration skills, with the ability to work closely with full-stack developers and hardware engineers to deliver a cohesive user experience.
A highly product-oriented, problem-solving mindset tailored for fast-paced, milestone-driven development.
Ability to quickly read and understand an existing codebase to take ownership of the ML architecture.
Nice-to-Have
Prior experience building or integrating laboratory instrumentation, optical imaging systems, or robotics.
Experience taking a prototype from the R&D phase to a commercial launch.
Familiarity with handling image or sensor data in real-time software applications.
Etraveli Group is a leading global flight technology provider, specializing in flight sales and offering flight content delivery and fintech products. We are here to solve complexity, by connecting millions of flights and travelers across the globe, from search and selection to trip and beyond. We partner with major global platforms such as Booking.com, Google Flights, Skyscanner, and Kayak, providing seamless flight booking and related services. Our B2B portfolio includes a separate fintech entity with its flagship product, PRECISION, a risk management solution, Sweden’s leading flight comparison site Flygresor.se, Tripstack, our B2B Flights as a Service Provider and world leader in virtual interlining, and Wenrix, the embedded AI platform for flights. We also operate our own online travel agency brands including Gotogate, Mytrip, and Flightnetwork. Every day we strive to make the world smaller for our customers and bigger for our people. Our diverse team of more than 3200 passionate professionals is what makes us the industry’s tech wonder and the best in the world at what we do. Major offices in Sweden (HQ), Greece, India, Canada, Israel, Poland, UK, and Uruguay. The Role Etraveli Group is scaling agentic AI across software engineering, finance, sales analytics and beyond. To support this we are looking for an AI Solutions Engineer to serve as a primary technical point-of-contact for our AI initiatives. Together with AI Business Analysis that will identify what we should build, you are responsible for the How. You will both support prototyping and transforming concepts into robust, scalable and production-ready AI systems. Hence, you will bridge the gap between rapid PoCs and core engineering, ensuring all components are reliable, secure and deeply integrated into our tech ecosystem. You will also work closely with Data and Machine Learning Engineers, Product Managers, and business stakeholders across the organisation. This is not a purely technical role. The right person can understand the underlying business needs and answer questions on feasibility and delivering value by selecting the latest AI technologies, agentic frameworks and orchestration patterns that don’t just conceptually look good, but actually solve high-stakes complexities within Etraveli. The role can be based in Gothenburg or Athens. Duties and Responsibilities Architectural Design & Scoping Study project feasibility by evaluating if the available data will suffice for the intended AI solution Perform and communicate Cost-Benefit Analyses and identify factors which are crucial to the success of a given initiative Plan integrations and design how AI solutions will communicate to existing systems Select tools and decide whether to use LLM APIs (Claude, OpenAI, Gemini), agentic frameworks, integration tooling or a more custom-build solution Prototype Development Build functional versions of AI workflows to show stakeholders how they will work in the real world Facilitate integrations between LLMs and our internal data sources, APIs and other travel platforms Customise general AI products for specific in-house use cases Productionising AI workflows Wrap AI solutions in robust APIs and deploy them into our in-house cloud so other teams can use them Own the technical architecture for AI implementations, ensuring they are scalable, maintainable, and cost-effective Collaborate with DevOps and Security teams to ensure AI solutions meet enterprise-grade privacy and compliance standards Observe deployed LLM based solution, tracking usage and costs together with more technical metrics such as drift or latency Technical Consulting & Advocacy Stay on top of latest LLM and agentic AI developments and bring relevant capabilities to the attention of the team Lead technical evaluations of new frameworks with regard to their potential of enabling new initiatives Act as the technical subject matter expert for AI within the tech organization supporting the organisation's transition to working with LLMs and agentic AI tools – helping teams move from curiosity to confident, productive use Requirements 3–5 years with a solid foundation as a Machine Learning Engineer or Backend Engineer focused on ML systems Understanding of core architectural components in modern AI systems Proficiency in Python with the ability to build scalable high performance services and integrated complex ML and AI logic into production environments Proven experience in deploying open source LLMs on on-prem infrastructure or building using external LLMs Strong understanding of RAG, vector databases and the infrastructure required to support data-heavy AI applications Exposure to concepts like CI/CD and Orchestration and a basic understanding about service monitoring and alarms as well as secrets management Benefits Our office is located in Merkurhuset in Gothenburg, a few steps away from public transport and lunch restaurants. We work on a hybrid-model where you can choose to work two days from home and you have two weeks per year that you can choose to work from a remote location We love gaming and after work activities. We know the value of personal development and continuous training. Hackathons and Dev Weeks - We believe in promoting creativity and trying new things. Healthcare allowance – Each employee receives a maximum allowable amount each year according to the Swedish Tax Agency to spend on health-promoting activities such as a gym card, massage etc. Pension and health insurance – Through partners we offer a comprehensive pension and health insurance so that you can get help quickly in case of an accident. Daily breakfast – To kick the day off just right, breakfast is available at the office every morning. As part of this recruitment process, we will be conducting background checks. You will be able to read more information and give your consent to this process in the application form. Diversity disclaimer At Etraveli Group we value diversity; we pride ourselves on being a company represented by people of all different backgrounds. During hiring, we are committed to ensure equality and promote diversity in the workplace at every selection stage. As such, we provide the same opportunities for all candidates regardless of race, religion or belief, gender, nationality, ethnicity, sexual orientation, age, marital status, disability, or any other characteristic protected under any anti-discrimination law or regulation.
ALTEN Sweden is now looking for a Mechatronics Engineer to take on a Group Design Leader role in an exciting automotive project in Gothenburg. You will lead development within mechatronic systems, coordinating cross-functional teams and driving technical delivery. About the role As a GDL, you will: Lead development within mechatronic systems. Coordinate between Mechanical and Electrical domains. Drive technical decisions and ensure delivery on time, cost, and quality. Work with PLM systems such as Teamcenter and KDP/TCPLM. Use CarWeaver for system support and documentation. Lead cross-functional meetings and manage stakeholders. Identify risks and drive mitigation actions. Who You Are We’re seeking an engineer with: Several years of experience in mechatronics design. Experience with Teamcenter and PLM systems (required). Familiarity with KDP/TCPLM Experience with SystemWeaver / CarWeaver / StarWeaver (preferred). Automotive experience. A degree in Mechatronics, Electrical Engineering, Mechanical Engineering or equivalent. About ALTEN ALTEN is one of Europe’s largest consulting companies within Engineering, IT and Life Sciences with over 54,000 employees in more than 30 countries. We’re a global actor with a local presence with 1400 committed colleagues in offices from Lund in the south to Skellefteå in the north. Our engineers carry out complex and highly technical projects throughout the product development chain of the most prestigious companies in sectors such as Automotive, Aerospace & Defense, Energy, Manufacturing, Public Sector and Life Sciences. For four years in a row, ALTEN has been named one of Sweden’s most attractive employers by Karriärföretagen, an award for employers that offer unique career and development opportunities.
Company description: Who are we?Volvo Cars is a company on a mission; to bring traditional car manufacturing into a connected, sustainable and smart future.Since 1927, we have been a brand known for our commitment to safety, creating innovative cars that make life less complicated for our consumers. In 2010, we decided to transform our business, resulting in a totally new generation of cars and technologies, as well as steady growth and record sales. Today, we’re expanding our global footprint in Europe, China and the US, and we’re on the lookout for new talent. We are constantly pushing our own skills and abilities to drive change in the automobile industry like never before. We are looking for innovative, committed people to join us in this endeavour and create safe, sustainable and connected cars. We believe in the power of people and will challenge and support you to reach your full potential. Join us and be part of Volvo Cars’ journey into the future. Job description: Let's introduce ourselves Safe Vehicle Automation (SVA), consist of around 600 skilled engineers who are responsible for everything from research and advanced engineering, to implementation, verification and validation of current and future customer offers in the area of Safety, Vehicle control and Autonomous Drive. Nested within SVA is the department of AD/ADAS Functions, we develop functions such as Collision Avoidance, Low Speed Assistance, Pilot Assist, connected safety and pave the way towards Autonomous Driving (AD). We develop and integrate functionality and SW into a complete product, making use of sensor input such as radar, camera, ultrasonic and lidar, that build a comprehensive perception of the car’s surroundings. We are offering you the opportunity to be a part of a team where we learn every day, challenge each other, and give continuous feedback. Your long-term competence plan will include steps to expand your knowledge and contributions within many competence areas that are within your interest or needed in the team. What you'll do You will be part of the AD/ADAS functions department, designing and support in verifying ADAS functions, where you will take the role as Function Designer and Project Lead within the team. This means that you will perform function design tasks, but also lead the completion of product deltas as part of our end-to-end function ownership responsibility.You will work together with the other function design engineers, verification teams, and multiple stakeholders, creating the best ADAS customer functions on the market. In the role as project lead a high level of communication, alignment and driving results is required. What you'll bring To be successful in the role you have a drive to learn continuously and are flexible to broaden your experience. - You have a bachelors or Masters in Engineering, Automotive, Project Management, Physics or similar.- You have experience in function design, requirement management, project management and execution according to VPDS- Experience and knowledge of ADAS functions, such as Parking, Pilot Assist or ACC- Have a passion for our product- You have experience in system design, UX concepts, as well as experience in ISO262262 – Fusa concepts and/or SOTIF- Swedish Driving license B - Experience in customer function and system verification as well as experience in parking functionality is considered meritoriousWho are you?We are looking for a self-driven collaborator with high speed and who takes initiative! A person who is curious, innovative, and entrepreneurial. You care about the people around you, and get things done. You like technology and cars, but you like the way people and technology interact even more. You want technology to be easy and people oriented, and you want to make it happen. You love collaboration and are a team player with a test-driven development mindset.You are a strong communicator with great skills in aligning between stakeholders of different professional background.