DESCRIPTION
Our client is one of the world’s largest providers of financial information and risk management solutions. The company empowers its’ clients to make smarter and more sustainable investments, drives market transparency and helps preventing financial crime. Serving more than 40,000 institutions in over 190 countries, it provides information, insights, and technology that enable innovation and performance in global markets. By advancing its customers, the company encourages progress for the worldwide financial community.
The project team will work on development of a component which is intended for text metadata extraction. It includes analysis of complex textually based problems and finding algorithmic solutions appropriate from functional, performance, scalability and robustness perspectives. The team is fully managed by EPAM, reporting to customer on a regular basis. Team consists of Scala, NLP, UI Developers, Automation QA, Business Analyst and DevOps.
The project team works on extracting metadata from the documents. It includes working on such Natural Language Processing tasks as Named Entity Recognition, Text Categorization, Sentiment Analysis from data preparation, model training and error analysis perspectives. The team is distributed among two locations and consists of three NLP developers and two Analysts.
Component has microservices architecture, implemented on Scala (Akka framework); services communicate via REST API and Kafka (as an Event Sourcing engine).
Top Reasons to join the team
• We are finding algorithmic solutions of complex textually based problems, taking into consideration performance, scalability and robustness
• We are creating tools for professionals to build their own NLP solution in areas such as entity extraction, relation extraction and text categorization
• We have a super positive and constructive atmosphere
• We have access to lots of high-quality data such as: News, financial, social media and more...
• We love what we do
TECHNOLOGY AND TOOLS
• Scala (Akka, Akka HTTP framework)
• Web-gateway: REST API for the clients
• Writer: writes data into Kafka, MySQL and AWS S3
• Reader: reads from the Kafka queue, indexes data into
• ElasticSearch
• Task-manager: handles reports, current tasks status
• Keras
• TensorFlow
• ElasticSearch
RESPONSIBILITIES
• Design, develop and maintain text metadata extraction components. The job will include analyzing complex textually based problems and finding algorithmic solutions to them, while taking into consideration performance, scalability and robustness.
• Assume responsibility over major features with sometimes incomplete requirements and is expected to create high quality solutions and implement them in a production grade level.
REQUIREMENTS
• 3+ years’ experience in software engineering
• B.Sc. in a relevant field: Computer Science/Software Engineering/Applied Mathematics. M.Sc. an advantage
• Hands-on experience in at least one of the following domains: NLP/Machine Learning/Data Mining/ Algorithms
• At least 2 years of Object-Oriented Programming experience (Scala, Java)
• Natural curiosity for data crunching and analysis
• Excellent communication skills
• Being a team-player
• Intermediate or higher English level (B1+)
NICE TO HAVE
• Scala
• Python
• Python or Groovy scripting
• Excel/Macros
BENEFITS
• Competitive compensation depending on experience and skills
• Individual career path
• Social package - medical insurance, sports
• Unlimited access to LinkedIn learning solutions
• Sick leave and regular vacation
• Partial coverage of costs for certification and IT conferences
• English classes with certified English teachers
• Flexible work hours
EVEN MORE EPAM BENEFITS
• We offer the possibility to work on full product lifecycle –from concept to delivery into production
• We offer mentorship program
• We offer guaranteed professional growth through the technology trainings and technology communities inside EPAM
• We are proactive Agile/Scrum/XP practitioners
ABOUT EPAM
EPAM Systems, Inc., delivers product development and platform engineering services to Global 2000 companies by solving complex business challenges with breakthrough technical innovations.
EPAM specializes in digital transformation, business intelligence, big data and analytics, testing, next-gen architecture, digital engagement, service design and business consulting; all supported by over 23 years of software engineering expertise.
We are among the fastest growing technology firms globally, with over 200 clients and offices in over 25 countries. We have successfully helped our clients achieve measurable business results through best-in-class software engineering, combined with innovative strategy, consulting and design capabilities.
About Adaptiq
Adaptiq is a technology hub specializing in distributed R&D setup and software-managed services. Our teams create solutions for fast-growing product companies and leading startups from the USA, Israel, and Europe.
We specialize in designing and developing platforms, SaaS applications in such domains as cybersecurity, authorization & identity access management, healthcare, and logistics.
We dream, think and go big
Headquartered in Israel with delivery centers in Ukraine, Poland and Romania, we are a remote-first company with more than 100 experts.
Adaptiq is about talented people who have ambitions, drive, and who are curious.
We work with outstanding people and try to bring WOW factor in everything we do.
We always stay human and promote a culture of honesty.
Company website:
https://www.adaptiq.co
DOU company page:
https://jobs.dou.ua/companies/adaptiq/?from=djinni_job
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