Position: Machine Learning Engineer
Company: Smart Tek Solutions and Services, LLC
Experience required: 5y
Category: Python
English level: upper
Published: 2022-09-01T00:00:00+03:00

**Responsibilities:**
- Own, design, and develop Wand AI ML pipelines: 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. 

**Main requirements:**
- 5+ 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;
- Experience designing and implementing AutoML flows/frameworks – big advantage;
- 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;
- Experience with data pipelines / big data – advantage;
- English Upper-Intermediate B2+.

**We offer:**
- Flexible working hours;
- Management of PE by qualified accountants;
- Great opportunities for personal and career growth;
- Free English classes;
- Challenging tasks;
- Competitive salary with regular review;
- Spacious and comfortable office;
- 18 paid vacation days and 10 Sick-leave.