Machine Learning Engineer
1 day ago
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CEO @ Repli5 | Innovating in Computer Vision, Synthetic Data & Generative AI
Location: Gothenburg, Sweden
Company: Repli5 AB
Repli5 is a Swedish startup based in Gothenburg that specializes in bringing Generative AI to computer vision applications. Our technology, called RealSim, leverages gen AI to bridge the gap between synthetic data and reality. This is particularly useful for creating accurate, realistic training data for computer vision models, which is essential in developing both automotive (ADAS and AD) and smart factory applications.
Our technology is also capable of enhancing real-world images, thereby enabling the extension of a given dataset to encompass a broader segment of the operational design domain (ODD).
Job Description:
We are seeking an experienced Machine Learning Engineer with expertise in computer vision, Generative AI, and latent diffusion models to join our innovative team. As a Machine Learning Engineer, you will play a key role in developing and implementing cutting-edge algorithms and models. This position requires a deep understanding of machine learning techniques and a passion for solving complex problems.
Key Responsibilities:
1. Develop, implement and train machine learning models and algorithms for computer vision applications.
2. Apply latent diffusion techniques to enhance model performance.
3. Collaborate with cross-functional teams to design and develop end-to-end machine learning solutions.
4. Conduct data analysis and preprocessing to ensure data quality and suitability for model training.
5. Optimize and fine-tune models for maximum accuracy and efficiency.
6. Stay updated with the latest advancements in machine learning and computer vision.
Qualifications:
1. Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field.
2. Minimum of 5 years of experience in machine learning, with a focus on computer vision and latent stable diffusion.
3. Strong programming skills in Python, TensorFlow, PyTorch, or similar frameworks.
4. Proven experience in developing and deploying machine learning models both on premise and on cloud platforms.
5. Excellent problem-solving skills and the ability to work independently and collaboratively.
6. Strong communication skills and the ability to present complex technical concepts to non-technical stakeholders.
7. Collaboration skills and a strong sense of responsibility are essential for this role.
What we offer:
1. Challenging tasks that are at the forefront of technology
2. Opportunity to influence the product direction
3. A work environment where it is natural to both ask for and offer help.
4. International and caring culture. We are a group of people from different cultures and backgrounds.
5. A competitive salary and good work life balance
6. Flexible working hours and the possibility to work from home some days a week
7. Fun at work
To apply, please submit a CV and cover letter to career@repli5.com answering the following questions:
1. How many years of experience do you have working with Machine Learning?
2. How many years of experience do you have working with Computer Vision?
3. Are you familiar with the architecture of a GAN, diffusion or other image generation model?
4. Have you ever trained any GAN, Stable diffusion, LoRA’s or other image generation models?
5. Have you worked with ComfyUI, Automatic1111 or diffusers?
6. Do you have any experiences of deploying distributed training or inference tasks on a cloud platform, including but not limited to AWS, Azure, GCP, Lambda.
We will not accept unsolicited resumes from any source other than directly from a candidate.
IMPORTANT: Applications directly sent through LinkedIn without a CV and Cover Letter will not be processed.
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Software Development
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