Senior ML/AI Engineer (1119) Offline

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.