Overview
As a Machine Learning Software Engineer, you will be responsible for training, fine-tuning, and evaluating ML models that power our consumer-focused AI applications. This will require building on-device and server-side models that are both accurate and efficient, capable of scaling up as our user base grows.
This role requires a strong understanding of machine learning, as well as experience with large-scale data processing and software engineering. Additionally, there are open-ended problems around learning multimodal representations and learning to use external databases.
Responsibilities:
* Design and implement machine learning models that power novel consumer applications
* Develop and maintain large-scale production data processing pipelines
* Optimize models for performance, accuracy, and speed
* Stay up-to-date with the latest developments in machine learning research and apply them to our products
Qualifications:
* Bachelor’s, Master’s, or Ph.D. in Computer Science, Machine Learning, or related field
* Strong understanding of machine learning algorithms and techniques, including Transformers, LoRA, RLHF, data cleanup and augmentation, regularization, and RETRO-style prompting.
* Hands-on experience with at least one major machine learning framework such as TensorFlow or PyTorch
* Experience with large-scale data processing and software engineering
* Experience with natural language processing, speech processing, or computer vision
* Proficiency in Python
* Excellent problem-solving and analytical skills
* Strong communication and collaboration skills
Nice-to-haves:
* Experience with cloud computing platforms such as AWS, Azure, or GCP
* Experience with data processing and ML tools like MLflow, Google AutoML, and Apache Spark
* Experience building something from nothing, either at a startup or in a successful side project.
If you are passionate about building innovative new products, and you’re eager to work in a dynamic startup environment, please send us your resume, we would love to hear from you.
Company:
Continua AI, Inc.
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
