Senior Machine Learning Engineer
United States
Nexient
Nexient is America’s largest 100% US-based software development consulting firm. We help clients outpace their competition through agile development, digital innovation and product-minded / project to product strategies.Required Skills and Experience:
- Solid understanding of machine learning fundamentals
- Optimization (gradient decent variants, hyperparameter tuning, regularization)
- Some experience in a variety of problems and domains, with depth in at least two (supervised, unsupervised, generative, control/RL, anomaly detection, timeseries, etc.)
- Traditional ML models (k-means, KNN, decision trees, SVM, Bayesian/graphical models, Gaussian process, etc.)
- Deep learning fundamentals (CNN, RNN, attention/memory, Autoregressive) and extensions (Transformer, LSTM, ResNet, etc.)
- Experience coding with popular frameworks
- Python expertise (data structures, coding patterns) along with common data, math and visualization libraries
- Able to configure and work in different coding environments (local, notebooks, containers) and software engineering workflows (testing, code management/Git, CI/CD)
- Loading and saving large data sets and models efficiently
- Customizing models and optimizing performance
- Structuring code to make it modular and deployable (logging and metrics, adhering to common deployment interfaces/hooks)
- Ability to follow papers/theory and adapt associated models
Preferred Experience:
- NLP specialization (NLU, NLI, QA, BERT, GPT, T5, XLNet, etc.)
- MLOps and cloud environment (resource configuration, optimization)
Why Nexient As a vital member of our Engineering Practice, you will be part of one of our 100+ small cross-functional teams working side by side with some of the most talented developers, UX designers, analysts, quality engineers, and product managers out there. From Silicon Valley to Ann Arbor, Columbus, and beyond – a career with Nexient will offer you: Remote, hybrid, or onsite opportunities: Here, you decide the work arrangement that best suits your needs and preferences. Fulfilling and challenging projects: You will be exposed to different scenarios, multiple types of clients, and the most complex business and technology initiatives. Access to the most cutting-edge technologies: You’re always going to be advancing your skillset by learning and working with the newest and most relevant technologies available out there. A positive and passionate culture: Boring and divided aren’t in our vocabulary. In fact, it’s amazing to see how, despite our exponential growth, the Nexient culture and community stay as warm, diverse, and close as ever. Plenty of opportunities for you to explore and grow: We will empower you to dream as big as you want and support you to make your career what YOU want it to be. Creative runway: We take pride in encouraging our people to question the status quo. Our benefits program includes: · Medical, dental, and vision coverage· Generous PTO, plus holidays· 401(k) plan· Life insurance and short-term & long-term disability· Maternity leave· Employee Assistance Program· Flexible spending accounts· Health savings account Nexient is an equal opportunity employer and considers all applicants without regarding to race, color, religion, citizenship, national origin, ancestry, age, sex, sexual orientation, gender identity, genetic information, physical or mental disability, veteran or marital status, or any other characteristic protected by law. We are committed to creating a diverse and inclusive environment for all employees. If you need assistance or an accommodation due to a disability, please inform your recruiter so that we may connect you with the appropriate team.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile ANN Autoregressive models Bayesian BERT CI/CD Deep Learning Engineering Git GPT Machine Learning Mathematics ML models MLOps NLP Python ResNet RNN Testing UX XLNet
Perks/benefits: Career development Flex hours Flexible spending account Flex vacation Health care Insurance Medical leave
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