Senior Software Engineer (Machine Learning)

Here, your experience will be put to work crafting new, data-driven features that impact the lives of millions, connecting them to their dream jobs

We’re tackling exciting challenges: imagine developing a system that can predict salaries for new job postings, using a training set of job postings and known salaries

But the fun doesn’t stop at model-building

Our work involves an immersive dive into data - gathering, cleaning, analyzing, and extracting meaningful insights

This role will design, develop, and maintain machine learning models and algorithms to solve complex business problems

Identify patterns, trends, and anomalies in the data, and visualize insights using appropriate tools

Assess the performance of machine learning models using appropriate metrics, validation techniques, and testing datasets

Discover opportunities to optimize models by fine-tuning hyperparameters, feature selection, or employing regularization techniques to improve accuracy, performance, and scalability- Deep experience in machine learning algorithms, techniques, and best practices

3+ year of professional software development experience with a focus in machine learning

Comprehensive computer science fundamentals in coding, object-oriented programming, data structures, and algorithms

BS/MS/PhD in Mathematics, Computer Science, Physics, related technical field or equivalent practical experience

Strong knowledge of machine learning algorithms (e.g., linear regression, SVM, decision trees, neural networks, clustering, etc.) and best practices

Experience with machine learning algorithms and frameworks, such as TensorFlow, PyTorch, or scikit-learn

Background with NLP techniques and tools, such as tokenization, stemming, lemmatization, sentiment analysis, and named entity recognition, and libraries like NLTK, SpaCy, or BERT

Experience with deep learning architectures and techniques, such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM), and Generative Adversarial Networks (GANs)

5+ year of professional software development experience with a focus in machine learning