Position: Senior Machine learning engineer / Data engineer
Company: Progresstech Ukraine
Experience required: 3y
Category: Python
English level: upper
Published: 2021-01-01T00:00:00+02:00

Successful candidates will be working on digital transformation projects driving innovation in the aviation industry. The research and software prototyping projects include elements of machine learning, analysis of big data, and deriving insights behind multiple data sources. Technologies can include image recognition & computer vision, automatic speech recognition, natural language processing, and data science. The candidates will apply these methods and technologies to real-world challenges of the aviation industry.
Currently, we are looking for a Senior Machine learning/data engineer. 

**Responsibilities:**
•	Ensures the application of best practices.
•	Supports handling and processing of large sets of data
•	Supports building neural networks and machine learning applications for diverse use cases, including computer vision and automatic speech recognition
•	Use and train efficient systems to recognize patterns, while being creative in augmentation of training sets, seeking out new ways to generate and augment data
•	Communicate and document clearly and concisely best practices and failed attempts in creating, training, and applying machine learning applications. Derive best practices and new use cases from both failures and successes
•	Participates in internal and external design reviews, when required.

**The ideal candidate for the Staff Senior Machine learning Engineer will possess the following skills and experience:**
•	Data analytics: Python, R, C++/#, SQL; Linux, Java will be a plus.
•	Big Data cluster: Hadoop, Hue, Hive, Spark, Postgis, mongoDB.
•	Tools: JupyterHub, GitLab, Rstudio.
•	Machine learning platforms, e.g. PyTorch, Tensorflow, Microsoft Azure, IBM Watson Studio, Deep Cognition, Anaconda Enterprise.
•	Software development and architecture.

**General requirements:**
•	Good understanding and experience with neural networks, artificial intelligence, and machine learning, and its applications to diverse use cases, including computer vision and automatic speech recognition.
•	Comfortable with deep-diving & investigating large data sources.
•	Curiosity to analyze large data sources in new ways.
•	Knowledge of methods to create and efficiently train systems to recognize patterns, including creativity in the augmentation of training sets.
•	Strong math skills, including statistics, probability, predictions, calculus, algebra, Bayesian algorithms, and logic.
•	Computer science: data structures, logic, & efficiency.
•	Deep understanding of algorithms.
•	Adept at problem-solving & critical thinking, attention to detail.
•	Good English skills, written and spoken

**We offer:**
•	The opportunity to work with the biggest players in the aviation world
•	Direct influence on the future of aviation
•	Working in the international team
•	Care of your body, soul, and well-being
•	After work activities

At Progresstech-Ukraine, we believe in a balance between personal growth and professional development. We hire the best to grow our company’s future.