ML Engineer

We are looking for passionate, ambitious, and excellent software engineers that want to break boundaries, move mountains and shape the AI future. In this role, you will take the main part in defining and developing the AI platform.

The engineers are Kubernetes experts, develop cutting edge technologies and strive to get the best user experience and efficiency for our customers. The platform enables business users to build and run AI applications safely, quickly, and efficiently – all codeless, self-serviced.

Requirements

  • 5+ years of industrial experience with ML, including training, testing, deployment, and monitoring real-time (or near real-time) machine learning models in production.
  • Proven experience with modern DL techniques and Gradient Boosting Trees.
  • Excellent Python coding skills.
  • Proficiency with ML libraries (TensorFlow, PyTorch, LightGBM, Scikit-learn)
  • Vast practical experience with tabular data and time series.
  • Experience in Microservices architecture, cloud technologies, Docker, Kubernetes.
  • Fluent English

Will be a plus

  • M.Sc. in computer science with a thesis in ML. PhD
  • Experience with ML “understanding” techniques: explainability, confidence, drift, etc
  • Experience designing and implementing AutoML flows/frameworks
  • Experience with data pipelines / big data

Responsibilities

  • Own, design, and develop AI ML pipelines: be responsible for efficient model training, testing, deployment, and monitoring.
  • Apply your scientific knowledge to analyze and collect data, identify problems, devise solutions and construct methodologies.
  • Develop machine learning and deep learning models for tabular data (later: time series, NLP, CV, etc.)
  • Learn and implement cutting-edge ML algorithms.
  • Create and automate data pipelines including data extraction, validation & anomaly detection, indexing, and other data-related tasks.
  • Follow your project from ideation to implementation.
  • Contribute to a wide variety of projects using a range of technologies and tools.

What we offer

  • Competitive salary
  • Medical insurance
  • Tax compensation
  • Full remote

About the project

Our new client is a young and ambitious startup that makes difficult things easier. They are creating unusual and brand-new products for building pipelines and creating models for analysis and predictions. The customers will get a lot of advantages because the product has a convenient web interface and can connect to multiple databases. This product uses cutting edge technologies that will increase the efficiency of small and medium-sized businesses. Also, there is no need to write a code. Our client’s mission is to make business-centric AI easy to use, safe, and accessible to everyone.

Job Category: Machine Learning Engineer Python
Job Type: Full Time
Job Location: Remote

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