Description
Senior ML with Management Experience
As a Senior Machine Learning Specialist with management experience, you will play a pivotal role in advancing our groundbreaking initiatives at the intersection of neuroscience and machine learning. You will lead and mentor an essential section of the company. Your expertise will drive the development of innovative solutions, transforming neural biosignals into actionable insights and applications.
You will Lead machine learning projects from inception to completion, including planning, execution, and managing resources effectively—experience with agile project management methodologies is a must.
Key Responsibilities:
Technical Proficiency:
- Utilize your proficiency in programming languages such as Python, Java, and C++ to develop robust machine-learning models;
- Leverage machine learning frameworks like TensorFlow, PyTorch, or others to create cutting-edge solutions;
- Apply deep understanding of Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, GPTs and Gradient Boosting techniques;
- Analyze time-series data and implement advanced filtering techniques for signal processing;
- Utilize techniques like Fourier Transform and Wavelet Transform for feature extraction from neural signals;
- Execute data preprocessing, including data cleaning and normalization, to ensure high-quality inputs;
- Collaborate effectively using version control systems like Git;
- Manage large datasets and database systems efficiently;
Apply skills in statistical analysis and hypothesis testing to validate model performance and refine algorithms.
Design and implement experiments to test and optimize machine learning models rigorously.
Qualifications:
- Master's or Ph.D. in Computer Science, Machine Learning, Neuroscience, or a related field is not required but will be appreciated;
- Strong Mathematics
- Manufacturing, enterprise experience
- Proven experience in machine learning model development and management;
- Track record of successfully leading and mentoring technical teams;
- Exceptional problem-solving and analytical skills;
- Effective communication and collaboration abilities;
- Passion for pushing the boundaries of neurotech and machine learning;
Hardware Integrations and optimizations for efficiency would be a valuable bonus;
Join us and be part of a visionary team dedicated to advancing the frontiers of neuroscience and human potential. Contribute to groundbreaking solutions that harness the potential of the human brain and shape a brighter, healthier world.