Position: ML Engineer
Company: CHI Software
Experience required: 3y
Category: Data Science
English level: upper
Published: 2022-11-01T00:00:00+02:00

CHI Software looking for a highly motivated ML Engineer, who want to develop with us.
Let's start working together...

Requirements:

3+ years 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.
Advantages:

Experience with data pipelines / big data;
Experience with ML “understanding” techniques: explainability, confidence, drift, etc;
Experience designing and implementing AutoML flows/frameworks.
Tasks:

Be responsible for efficient models 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.