4 дня назад
Senior Machine Learning Engineer
171 000 - 231 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer (Machine Learning/Big Data): Designing, productionizing, and optimizing machine learning systems and end-to-end data pipelines at scale with an accent on model performance, automated training, feature engineering, and distributed data processing. Focus on enhancing algorithms, building machine learning tools, orchestrating continuous prediction, and deploying reliable solutions with AWS, Spark, and container technologies.
Location: Mountain View, California, United States
Salary: $171,000–$231,500 per year base pay
Company
is a financial technology platform whose products include TurboTax, Credit Karma, QuickBooks, and Mailchimp.
What you will do
- Architect, code, optimize, deploy, monitor, and improve machine learning models and solutions at scale.
- Design systems that improve machine learning scalability, usability, and performance.
- Productionize prototype models for customer-facing use, including training automation, prediction orchestration, and model evaluation.
- Enhance existing algorithms and codebases to improve prediction quality and reduce training time.
- Build reusable tools for data processing, data management, and faster model training.
- Collaborate with product managers, data scientists, and engineers while refining features and communicating results.
Requirements
- Bachelor’s, master’s, or doctoral degree in computer science or a related field, or equivalent practical experience.
- Production software development experience with Scala, Java, and Python.
- Strong foundations in data structures, algorithms, performance complexity, computer architecture, I/O, and memory tuning.
- Experience with Git and GitHub workflows and writing production-ready code.
- Knowledge of machine learning techniques including classification, regression, clustering, training, validation, and testing.
- Experience with SQL, Scikit-learn, NLTK, NumPy, Pandas, TensorFlow, Keras, Spark, Hive, Flink, AWS SageMaker, CI/CD, Docker, and Kubernetes.
Culture & Benefits
- Work with data scientists and machine learning engineers on customer-focused financial technology products.
- Explore and apply state-of-the-art technologies.
- Competitive compensation with performance-based rewards.
- Potential eligibility for cash bonus, equity rewards, and employee benefits under applicable plans.
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