AI Application Developer Embedded Systems

3 months ago

Helsingborg, Sweden Infotree Global Solutions Full time

We are looking for an AI Application Developer with an interest in Embedded Systems.

Having the ability to apply deep learning techniques and algorithms to solve real business problems. We are working in a fast-changing environment with room for creative ideas (and sometimes limited upper management guidance). To share knowledge, educate, and help others – developers and non-technical persons alike – is an important part of the role

Key Responsibilities:

  • Designing, developing, and implementing generative AI models and algorithms utilizing state-of-the-art techniques such as GPT, VAE, and GANs.
  • Conducting research to 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.
  • Optimizing existing generative AI models for improved performance, scalability, and efficiency.
  • Developing and maintaining AI pipelines, including data pre-processing, feature extraction, model training, and evaluation.
  • Train AI models on large datasets, continually evaluate their performance, and fine-tune parameters for optimal outcomes. This involves understanding and managing issues like overfitting, underfitting, and model bias.
  • Document best practices, create sample code projects, and write tutorials and developer guides to promote and educate the developer-users
  • Automate the process of updating documentation as part of the CI/CD pipeline. Ensure that every change in the model or the codebase is accompanied by corresponding updates in the documentation.

Knowledge, Skills, and Abilities Needed to be Successful in this Role:

  • Solid experience developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs.
  • Proficient in Python and have experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, or Keras.
  • Strong knowledge of data structures, algorithms, and software engineering principles.
  • Familiar with cloud-based platforms and services, such as AWS, GCP, or Azure.
  • Understanding of (CI/CD) Continuous Integration and Continuous Deployment processes, particularly as they relate to maintaining code quality and documentation.
  • Working experience/deploying AI & CV applications on embedded systems and Platforms (e.g. R-Pi, Nvidia Jetson)
  • Knowledge of using Version control tools (e.g GitHub, GitLab)
  • Ability to pick up new programming languages and create working prototypes quickly to do technical feasibility studies
  • Self-driving contributor who can work independently as well as in a team
  • Good English communication skills (writing, verbal, presentation)

Desired Qualifications and Experience:

  • Experience in AI/Machine learning development, with at least 1 year dedicated to generative AI.
  • Experience working in an international environment with daily communication across time zones and cultures

Required skills

GAN ,Cloud platforms, Machine Learning, Nvidia, Jetson, CI/CD, TensorFlow, R-Pi, Keras

Algorithms, VAE, PyTorch, Data Structures, Deep Learning, GPT, Python, GitHub/GitLab

AI Models

  • Technical Writer&Web Editor/AI

    3 months ago

    Helsingborg, Sweden Infotree Global Solutions Full time

    About the job:1.   Technical editing of API conceptual documentation. 2.   Creating website content, such as blog posts, news, guidelines, and technical tutorials targeting developers and technical decision-makers. 3.   Re-arranging the web content to improve the overall developer experience. This role will also require knowledge of...

  • Senior Front-end Developer for Custom Web Applications

    4 days ago

    Helsingborg, Skåne, Sweden We IT Global AB Full time

    About the RoleWe are seeking a skilled Senior Front-end Developer to join our team at We IT Global AB. The ideal candidate will have expertise in front-end development, JavaScript, React.js, TypeScript, and Google Cloud Platform (GCP). As a senior developer, you will play a key role in creating high-quality, user-centric web applications.

  • Senior Front-end Developer for Custom Web Applications

    6 days ago

    Helsingborg, Skåne, Sweden We IT Global AB Full time

    Company OverviewWe IT Global AB is a dynamic engineering team that specializes in developing custom web applications on the Google Cloud Platform (GCP). Our focus lies in transforming multiple front-end solutions into a unified, seamless user experience. We are seeking an experienced front-end developer to collaborate with our team in creating high-quality,...

  • Head of Production Systems

    1 month ago

    Helsingborg, Skåne, Sweden HelloFresh Full time

    About the RoleWe are seeking a highly skilled and experienced Head of Production Systems to join our Operations team at HelloFresh. As a key member of our team, you will be responsible for coordinating and managing our warehouse technology infrastructure in the Nordics.You will lead a team responsible for ensuring that all our warehouse systems and its...

  • Head of Production Systems

    3 weeks ago

    Helsingborg, Skåne, Sweden HelloFresh Full time

    About the RoleHelloFresh seeks a Head of Production Systems to coordinate and manage our warehouse technology infrastructure in the Nordics. Based in our Swedish Warehouse in Bjuv, you will visit the warehouse in Moss, Norway monthly.You will lead a team responsible for ensuring all warehouse systems meet warehouse standards. You will also define strategic...

  • Head of Production Systems

    1 month ago

    Helsingborg, Sweden HelloFresh Full time

    JOB DESCRIPTION The Job For our fast growing Operations team, we are looking for a Head of Production Systesms who will coordinate and manage our warehouse technology infrastructure in the Nordics. You will be based in our Swedish Warehouse in Bjuv (Sweden) and will visit the warehouse in Moss (Norway) monthly.  You will lead a team responsible for...

  • Software Development Engineer

    1 month ago

    Helsingborg, Skåne, Sweden Ikea Full time

    About the RoleWe are seeking a talented Software Development Engineer to join our team at Ingka. As a key member of our software development team, you will be responsible for designing, developing, and delivering high-quality software solutions to support our consumers across Ingka and Inter-IKEA Systems.Key ResponsibilitiesDevelop, run, monitor, and support...

  • Senior Software Engineer, Internal Communications, Group Digital, INGKA Group

    1 month ago

    Helsingborg, Skåne, Sweden Ikea Full time

    About the RoleWe are seeking a Senior Software Engineer to join our team in Ingka Digital, responsible for developing and maintaining internal communication channels, including intranet and internal news, built on SharePoint Online Modern, and internal video platform, built on Kaltura.Key ResponsibilitiesDesign, develop, and deploy high-quality software...

  • Systems Architect

    4 weeks ago

    Helsingborg, Skåne, Sweden Ikea Full time

    Job Description:We are seeking a skilled Systems Architect to join our team at IKEA. As a key member of our engineering team, you will design and develop well-structured, secure, and scalable core infrastructure solutions to support consumers across the globe.Our ideal candidate will have a strong background in systems architecture, with experience in...

  • Systems Architect

    1 month ago

    Helsingborg, Skåne, Sweden Ikea Full time

    About the RoleWe are seeking a highly skilled Systems Engineer to join our team at IKEA. As a key member of our Distributed Hosting team, you will be responsible for designing and delivering well-designed, secure, and scalable core infrastructure solutions in IKEA stores, warehouses, and offices to support consumers globally.Key ResponsibilitiesTake daily...

  • Software Developer

    4 weeks ago

    Helsingborg, Skåne, Sweden Autoexperten Detaljist i Sverige AB Full time

    We are looking for a highly skilled Software Developer to join our team at {company}.Key Responsibilities:1. Design and develop software applications using various programming languages and tools.2. Collaborate with cross-functional teams to identify and prioritize project requirements.3. Test and debug software applications to ensure quality and...

  • Software Development Leader for Internal Communication Channels

    2 weeks ago

    Helsingborg, Skåne, Sweden Ikea Full time

    At IKEA, we're looking for a talented Senior Software Engineer to join our DevOps team in Helsingborg, Sweden.About the RoleThis is an exciting opportunity to lead the development of our internal communication channels, including intranet and internal news platforms built on SharePoint Online Modern and Kaltura video platform.We're seeking a highly skilled...

  • Mechanical Engineer

    4 weeks ago

    Helsingborg, Skåne, Sweden John Bean Technologies Corporation Full time

    About the RoleWe are seeking a skilled Mechanical Engineer to join our team in Helsingborg, Sweden. This is an exciting opportunity to work with a global leader in food and beverage technology and automated systems.As a Mechanical Engineer, you will be responsible for designing and developing equipment for our customers. You will work closely with colleagues...

  • Software Developer within People Domain

    4 weeks ago

    Helsingborg, Skåne, Sweden Ikea Full time

    About the RoleWe are seeking a skilled Software Engineer to join our team in the People Domain.As a key member of our team, you will be responsible for designing, developing, and delivering high-quality software solutions that support consumers across Ingka and Inter-IKEA Systems.Key ResponsibilitiesDevelop, run, monitor, and support software for assigned...

  • Electrical Automation Systems Designer

    2 weeks ago

    Helsingborg, Skåne, Sweden John Bean Technologies Corporation Full time

    About the RoleWe are seeking a highly skilled Electrical Automation Systems Designer to join our team in Sweden. As an integral part of our Customer Care team, you will be responsible for designing and programming electrical upgrades of our customers' existing equipment.Your primary focus will be on creating innovative control systems and upgrading existing...

  • Senior Software Engineer, Internal Communications, Group Digital, INGKA Group

    6 months ago

    Helsingborg, Sweden Ikea Full time

    Job ID: Date posted: 16/05/ Why we will love you My name is Emelie, Engineering Manager within the Co-worker Engagements & Insights subdomain in Ingka Digital (IKEA). Im now looking for a Senior Software Engineer to join one of my teams working with Ingkas global internal communication channels including intranet and internal news, (built on...

  • Systems Engineer

    6 months ago

    Helsingborg, Sweden Ikea Full time

    Job ID: Date posted: 05/06/ WHY WE WILL LOVE YOU We are looking for a passionate Systems Engineer who strives for engineering excellence and excels in constantly changing environments. You are excited about systems architecture, modern technologies (Edge computing, Hyperconverged Infrastructure, high availability architecture, Opensource, PaaS)...

  • Product Development Engineer

    1 month ago

    Helsingborg, Skåne, Sweden aira Full time

    Clean-energy technology is driving a positive global transformation. Household heating contributes to 15% of Europe's CO2 emissions. By switching to sustainable solutions, households can achieve net-zero emissions.Aira's mission is to advance the next generation of home energy solutions, creating intelligent, sustainable homes for a meaningful impact....

  • Senior Network Systems Specialist

    2 weeks ago

    Helsingborg, Skåne, Sweden Ikea Full time

    Role OverviewWe are seeking a skilled Senior Network Systems Specialist to join our team at IKEA. As a key member of our digital transformation journey, you will play a crucial role in ensuring the resilience and efficiency of our network infrastructure.About the RoleThis is an exciting opportunity for a passionate and innovative engineer who enjoys working...

  • High-Tech Product Development Specialist

    2 weeks ago

    Helsingborg, Skåne, Sweden aira Full time

    Aira is a leader in the next generation of clean energy solutions. Our mission is to advance sustainable home energy systems, creating intelligent homes for a positive global impact.We're currently developing innovative heat pumps and aim to evolve into a comprehensive, intelligent clean energy-tech system. This will include dynamic electrical tariffs,...