Position: Lead ML/AI Engineer
Company: deventor.io
Experience required: 3y
Category: Lead
English level: intermediate
Published: 2021-07-01T00:00:00+03:00

**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.

**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 last service, for example, helps to capture metrics from all customer applications and allows to make business conclusions based on this.

**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.

**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

**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, Developing custom ML Model based on requirement
● Good knowledge of machine learning libraries (like Scikit-learn, NLTK, spacy etc.)
● Strong programming knowledge in Python, Flask, NumPy, Pandas etc.
● Good knowledge in statistics and algorithms
● Experience in image recognition or OCR technology

**Nice to have:**
● Experience in Neural Networks and Deep Learning
● 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