Overview We are seeking a highly skilled Machine Learning Engineer to join our innovative team who enjoys working in a dynamic and fast-paced environment while taking ideas from theory into deployment. You will play a crucial role in enhancing our CNTIENT-Optimize automated scheduling solution with cutting-edge machine learning algorithms and models. It is important for you to possess a passion for reinforcement learning (RL) or neural network models, managing complex data sets, and data fusion methodologies Location Houston - hybrid in office 2-3 times a week What you will be doing * Develop, train and deploy RL or GNN models to analyze and interpret complex data, enhancing predictive accuracy, and uncovering hidden patterns in large datasets, while ensuring compliance with operational specifications.
* Design and implement data fusion algorithms to integrate information from multiple sources, ensuring real-time situational awareness. * Containerize decision-making algorithms and capabilities for on-edge deployment. * Collaborate with cross-functional teams to identify and prioritize AI/ML applications that address key milestones and requirements.
What you will need * US Citizenship, Permanent Resident (Green) Card * Active Secret clearance or the ability to obtain and maintain one. * Bachelor's, Master's degree, or Ph.D. in a relevant field: Statistics, Applied Mathematics, Operations Research, Computational Physics, Computer Science, Engineering, etc.
* 2-5 years of professional experience as a Machine Learning Engineer, AI Engineer, Applied Scientist, or similar role using RL or neural networks. * Comprehensive knowledge of numerical methods, probability, and statistics. * Experience with Python, Rust, and with data science tools like Numpy and Pandas.
* Deep knowledge of machine learning frameworks, including TensorFlow, PyTorch, and Keras. * Competence with Jupyter Notebook or similar platforms for development, testing, and presenting findings. * Experience in data manipulation, analysis, and visualization.
* Proficiency in conveying intricate data in a clear and practical manner. Benefits One of the most interesting aspects of working at a startup company is gaining equity, which means our success is your success. In addition to equity in the form of options, we also offer: * Flexible Time-Off policy and company holidays * Cost-effective health care, dental, and vision with company contributions * 401k matching plan with company match * Life insurance * Short-term and long-term disability Salary $160,000 - $195,000 We value job-related knowledge and skills, education, and experience.
That's why we will determine your actual level and base salary on a case-by-case basis, considering these factors. We believe this will ensure fair and competitive compensation for you.