✅Junior Deep Learning Engineer (HIRED)
WeatherMind
Posted on Nov 20, 2024
Junior Deep Learning Engineer (HIRED)
Location: Paris, France
Job type: Full time
About WeatherMind
WeatherMind helps accelerate insurance pay-out following natural disasters, so that victims can rebuild their lives faster.
Our AI-powered solution scans all climate claims notified to the insurer. Then, depending on the severity of the claim, we would either process it end-to-end (up to 70% of total volumes) or we would flag it for a prioritised human intervention.
Our initial focus is drought-induced damages (also called soil subsidence in the UK) but we plan to quickly expand to other perils: hail, storm, flood, …
To get familiar with soil-subsidence:
Position Overview
We are looking for a self-driven individual who is eager to apply their previous experience and contribute significantly to our project.
Responsibilities
Suggest, design and implement innovative approaches to solve our different use cases leveraging state-of-the-art Computer Vision models (ViT, multi-modal LLMs).
Implement workflows and end-to-end pipelines, overseeing data preparation, training and evaluation.
Effectively communicate results internally (written and oral) in a clear and concise manner, ensuring transparency and understanding to all stakeholders.
Take the lead by suggesting improvements to our solutions, questioning the way things are done, and proposing practical alternatives.
Keep up-to-date with the latest advancements in deep learning and computer vision.
Requirements
Basic Qualifications
At least a Master’s degree in the fields of Machine Learning and/or Computer Science, or a related field.
At least one professional experience in Computer Vision and/or NLP.
Thorough understanding of state of the art Deep Learning methods (e.g. self-attention, Transformers, LLMs etc…).
Strong proficiency in Python.
Demonstrated ability to be proactive and autonomous in handling tasks, working independently to achieve objectives.
Preferred Qualifications
Proven expertise in handling Deep-Learning projects end-to-end (from dataset creation and curation to model serving).
Past projects in LLMs and particularly multi-modal LLMs.
Experience with Docker and the cloud environment is a plus.
What We Offer
The opportunity to work in an early-stage startup environment where your contributions have a direct impact on the company's success.
Hands-on experience in all aspects of DS/ML, from data acquisition to model deployment.
Mentorship and guidance from experienced professionals in the field.
Competitive compensation package with numerous benefits (Health insurance coverage , ClassPass , Tickets Restaurants , GitHub copilot and more…)
A collaborative and supportive work culture .
Regular team events and gatherings .
Flexible work arrangements, including the option for remote work (up to 2 days/week).
Location
58 Rue de la Victoire, 75009 Paris
ALT
Diversity commitment
At WeatherMind, we recognize the immense value that diverse backgrounds and experiences bring to our team. Our commitment is to create an inclusive workplace where each person's unique qualities are not only acknowledged but also appreciated.
We invite candidates from all backgrounds to apply and assure equal opportunities for all without discrimination.
How to Apply
If you are passionate about deep learning, computer vision, and want to start or advance your career in this field, we encourage you to apply. Please submit your resume and a cover letter detailing your previous experience and your enthusiasm for applied computer vision to contact@weathermind.ai
What to expect
Introduction call x COO (30min)
Technical Interview x CTO (30-45min)
Technical Assessment x CTO (1h)
Final Interview x CEO (45min)
Reference checks
Offer call (30min)
