Rubrik:

Produkter:

AI,ML Ops,Python,C++

Roller:

Systemutvecklare

Distrikt:

Gbg

Beskrivning:

As a member of this team, you will take part in building our new AI powered toolchain for product development within automotive. To thrive in this role, we think that not only do you have a passion for cutting edge technology and software development, but also to take part in forming a brand-new development organization with the values, mindset and software development culture to become the most attractive workplace in Gothenburg. Key Responsibilities: ▪ Develop generative AI/ML models, such as GANs, VAEs, and transformers, etc ▪ Develop robust modules for evaluation and drift detection ▪ Develop robust machine learning pipelines and ML Ops procedures to support production processes ▪ Process and transform source data to be used in machine learning pipelines, leveraging distributed computing environments and parallel processing approaches ▪ Develop robust machine learning pipelines and ML Ops procedures to support production processes ▪ Process and transform source data to be used in machine learning pipelines, leveraging distributed computing environments and parallel processing approaches ▪ Ensure reliability, scalability, and fault tolerance of AI systems in production environments. ▪ Stay updated on the latest AI/ML research and advancements in life science and healthcare technology to drive innovation within the company. ▪ Take full ownership and accountability for project deliverables in a fast-paced startup environment. ▪ Collaborate with cross-functional teams including researchers, product managers, and designers to bring new AI-driven features to ensure seamless integration of AI solutions into vehicle architectures and digital systems. ▪ Focus on building reliable, secure, and scalable systems for AI applications including smart cabin and smart drive technologies. ▪ End-to-End the integration of AI-driven features such as in Navi, recommender systems autonomous and other intelligent in-car systems. Qualifications: ▪ 2+ years of relevant development experience and demonstrated knowledge of machine learning technology (RecSys/NLP/CV). ▪ 4+ years of relevant with data structures, algorithms, and software engineering best practices ▪ Hand on experience in utilizing Generative AI technology in marketing texts, images and videos, familiar with LLMs and model finetuning (instruct tuning, SFT, RLHF, etc.) ▪ Strong proficiency in programming languages such as Python, C/C++, or Java. ▪ Passion for new technologies and proven capability in analysis and problem-solving. ▪ Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or a related field. PhD is a plus. Requirements: ▪ 4 + years of experience designing and/or building distributed systems at scale. ▪ 3 + years of experience with the full ML development lifecycle using open-source AI/ML frameworks and public cloud ▪ Experience in AI frameworks such as LangChain, AutoGPT, AutoGen, MetaGPT, etc. ▪ Prompt Engineering, RAG, Fine-Tuning ▪ Experience in developing and maintaining CI/CD pipelines for application deployment. ▪ A commitment to ethical AI practices and robust security protocols to safeguard application data and user privacy. ▪ Experience of working in Agile environment

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