**Company: autarc Job Description Summary: We are looking for a Machine Learning Engineer with expertise in computer vision to set up ML infrastructure, develop models, and integrate solutions to streamline heat pump installations. Qualifications include proficiency in ML techniques, experience with frameworks like TensorFlow, and familiarity with LiDAR technology. The role is based in Berlin and offers benefits such as an office in Berlin-Mitte, equipment budget, annual team retreat, mobility and fitness packages, and a collegial team environment. The position requires at least 5 years of experience. Job Description: We’re seeking an exceptional Machine Learning Engineer with expertise in computer vision to join our growing team. You will be our first ML Engineer, set up our entire ML infrastructure and play a critical role in developing innovative solutions to streamline heat pump installations. Responsibilities: • Develop and implement machine learning models. The core will be a computer vision model based on camera and LiDAR data. • Design, build, and maintain the ML infrastructure • Preprocess and analyze large datasets • Train and fine-tune machine learning models • Collaborate with cross-functional teams to integrate ML solutions into the platform • Monitor and improve the performance of deployed models Qualifications: • Strong proficiency in machine learning and computer vision techniques • Experience with ML frameworks such as TensorFlow, PyTorch, or similar • Proficiency in Python and related ML libraries • Familiarity with LiDAR technology and data processing • Experience in setting up… and managing ML infrastructure • Preferably based in Berlin, with a willingness to work from our office close to Rosenthaler Platz What we’re offering: • Office in Berlin-Mitte: Our office is located near Weinbergspark in Berlin-Mitte. • Equipment: You have the freedom to choose your own equipment (within a budget range). • Annual Team Retreat: Let’s enjoy an annual retreat with the entire team. • Mobility Package: Choose between a JobRad and Dance Bike for your mobility. • Fitness Package: Choose between Urban Sports and Classpass for your fitness. • Collegial and Familial Team: A collegial and familial team welcomes you, characterized by an open company culture. • Part of the Energy Transition: Be a part of the energy transition and directly experience the impact of your daily work
Company:autarc
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Level of experience (years):Senior (5+ years of experience)
“Fine-tuning” means adapting an existing machine learning model for specific tasks or use cases. In this post I’m going to walk you through how you can fine tune a large language model for sentence similarity using some hand annotated test data. This example is in the psychology domain. You need training data consisting of pairs of sentences, and a “ground truth” of how similar you want those sentences to be when you train your custom sentence similarity model.
Hire an NLP developer and untangle the power of natural language in your projects The world is buzzing with the possibilities of natural language processing (NLP). From chatbots that understand your needs to algorithms that analyse mountains of text data, NLP is revolutionising industries across the board. But harnessing this power requires the right expertise. That’s where finding the perfect NLP developer comes in. Post a job in NLP on naturallanguageprocessing.
Natural language processing What is natural language processing? Natural language processing, or NLP, is a field of artificial intelligence that focuses on the interaction between computers and humans using natural language. NLP is a branch of AI but is really a mixture of disciplines such as linguistics, computer science, and engineering. There are a number of approaches to NLP, ranging from rule-based modelling of human language to statistical methods. Common uses of NLP include speech recognition systems, the voice assistants available on smartphones, and chatbots.
