Senior ML/AI Engineer (1119) (offline)

We are looking for a Senior ML/AI Engineer to join our team of professionals!

Requirements:
- Hands-on experience (3-6 years) developing machine learning solutions with Python for Unstructured Text Based Problems (NLP), including: ML problem analysis, data preparation (Exploratory Data Analysis) & transformation, feature analysis & selection, topic modelling & NER (Named Entity Recognition), ML model selection using parameter tuning, model result analysis and presentation, transfer learning, and developing custom ML models based on requirements
- Excellent knowledge of Python + Java or C++
- Knowledge of PyTorch/TensorFlow/Sagemaker/Docker/MLflow/Kubeflow/Linux, as well as knowledge in the latest neural networks (Transformers, LSTM, GAN, etc.)
- Good knowledge of machine learning libraries (like Scikit-learn, NLTK, spacy, etc.)
- Strong programming knowledge of Python, Flask, NumPy, Pandas, etc.
- Good knowledge of statistics and algorithms
- Experience in image recognition or OCR technology

Nice to have:
- Experience in Neural Networks and Deep Learning
- Background in NLP would be awesome
- Knowledge of ABBYY for PDF and image processing
- Knowledge of cloud-based solutions, preferably Azure Cloud
- Programming knowledge in MVC/.Net Core Web API, C#, SQL Server

Responsibilities:
- Understand business objectives and models that help achieve them
- Propose and realize new ideas to benefit our customers and the company
- Fully cover (develop, maintain, and monitor) the entire lifecycle of created models
- Propose new research, improvements, and best practices
- Share knowledge, ideas, and new approaches with team members
- Stay up-to-date with the latest findings in applied data science

Company offers:
- Vacation is 20 working days / till 20 working days per year for sick leaves
- Full payment of taxes
- English courses
- Flexible work schedule
- Friendly environment
- Medical insurance
- Opportunity for career growth

About Our Customer:
Founded in 2002, the customer is a New York-based analytics company, with 2,800 employees in various locations internationally. The company sells software and hardware products for client engagement management, security, surveillance, and business intelligence. The customer’s products are designed to assist clients in data analysis, specifically large data sets.

About Our Project:
The project is a cloud platform containing a set of services for management, among them SCP (Single Cloud Platform), API gateway, SSO, billing metering, and reporting. The reporting service helps capture metrics from all customer applications and allows the client to make business conclusions based on these metrics. The customer is going to create a state of the art ML pipeline for learning, training, labeling, data gathering, deployment of neural networks. The project is in its initial stages.

Project Tech Stack:
Java, Spring framework, AWS, Kubernetes, Azure, Docker

Project Team:
When you join our team, you'll be immersed in a culture where teammates always help each other achieve better results. We believe that together we are greater and that we can find brilliant solutions by sharing ideas.

About Exadel

For more than 20 years, Exadel has been delivering Digital Transformation services, enterprise and custom software solutions for Fortune 500 clients, including HPE, Deloitte, Home Depot and McKesson. With 20+ locations and delivery centers across the US and Europe, Exadel solves the most complex engineering problems using Agile methodologies, offering a scalable and skilled mix of multi-shore resources at the industry's most competitive price. Exadel’s digital transformation solutions and services help chart new strategies that are built upon creative thinking, cutting-edge design, and technical innovation, designed for the growing digital landscape of business.

Enterprise Services
- Digital Transformation Experts
- Developing mission-critical software and mobile applications
- Advising companies on how best to leverage open source technology
- Helping companies plan and implement migrations to better technology stacks
- Providing QA, automation, and testing services for application development
- Supporting and maintaining applications and systems for companies
- Providing on-line training and mentoring to companies
- Assisting companies in evaluating their current enterprise software architecture and planning for improvements or new systems.

Company website:
https://exadel.com/

DOU company page:
https://jobs.dou.ua/companies/exadel/

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  • Category: Data Science
  • NLP, Python, Java, C++
  • English: Intermediate
  • 3 years of experience
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