lang-uk/recruitment-dataset-candidate-profiles-english huggingface dataset:
Position: NLP engineer / Computational Linguist
Category: Data Science
Experience: 0.5 years | English: fluent


I’m an English teacher transitioning into an NLP engineer role after completing an ‘NLP-beginning’ course, where I’ve gained hands-on experience with data preprocessing and information extraction, as well as a theoretical basis of supervised vs unsupervised ML, including classic NLP pipeline (data collection, labelling, preprocessing, feature engineering, topic modelling, text classification, clustering techniques, quality metrics of a model.
As a final project, I have developed a simple FAQ chatbot using RASA which can help potential clients navigate through the company’s website, gives information on FAQ, and saves user’s contact details.

My non-commercial experience includes a pet project, focused on developing NLP models for Topic Classification and Sentiment Analysis. In this project, I’ve tested unsupervised ML methods such as topic modelling and clustering to get ready for human annotation. The following steps included training models for binary and multilabel classifications (using Naive Bayes, SVM,  Logistic Regression, and One-vs-the-rest methods), evaluating the prediction results, and dealing with data imbalance.
At the moment I’m looking for a junior/trainee NLP engineer/Computational Linguist position where I could apply my knowledge and skills and grow as a professional. 

I’d like to apply NLP techniques/technologies while completing:
- data analysis;
- text preprocessing;
- data extraction and validation;
- text generation;
- classification;
- designing, building and maintaining chatbots.

I’m open to working on a wide range of projects which include:
- optimizing customer support response;
- prioritising issues by their urgency;
- improving user’s writing; 
- analysing customer behaviour to tackle weak spots and improve services;
- developing better recommendation engines to encourage;
- building chatbots and creating conversation flows for different purposes. 

What is highly important for me in a workplace is the opportunity to gain hands-on experience by completing tasks individually as well as by collaborating with more experienced colleagues. 
I’m looking for a company which encourages continuous learning and participation in various hackathons and conferences.
Position: NLP Engineer/ML Engineer/Researcher/Data Scientist
Category: Data Science
Experience: 5 years | English: fluent

Master's degree in Data Science, 
Master's degree in Applied Linguistics
As an NLP Engineer, I prototyped and developed a POC conversational restaurant recommendation engine (intent classification, slot  filling, dialogue management) using Python, RASA (NLU), ElasticSearch, and Chatette. 

As a Data Scientist, I was responsible for extracting and classifying relevant search terms (multi-class search term classification) that helped drive business decisions for clients' advertising campaigns. I collaborated closely with cross-functional teams, including engineers, product owners, and customer success teams. 

Side projects:
Hate Speech Detection with BERT on social media data. I ran experiments to assess the accuracy of multiple flavours (e.g., BERTweet, RoBERTa) of BERT on social media data for hate-speech classification.

Legal NER project:
Scrapped court judgment data and generated reliable language annotations to create a high-quality corpus for Named Entity Recognition. Developed a user-friendly search web interface for querying legal documents from the corpus in real time.
The friendly and proactive team, ability to have an impact on the product

Preferred business lines of the project: Healthcare, Finance, Ads
Position: NLP Engineer, part-time NLP projects
Category: Data Science
Experience: 6 years | English: upper

- ML pipelines created from the beginning to the end, including deployment
- Pet-project in Deep Learning field
- Ad traffic optimisation projects
I'm ready to resolve part-time projects in NLP field, which includes transformers usage and SOTA approaches to the NLP task solving (Generative AI models), also familiar with classic approaches in NLP.

NLP Engineer/ Data Scientist with experience in various domains: AdTech, Location Data Verification, FinTech.

I have experience in geo-data processing and Natural Language Processing (including standard approaches like tf-idf etc. and deep learning - BERT, m-BERT (using PyTorch) and other models - covering set of languages, including low-resourced languages).

I've built ML/DS pipelines from the beginning (data collection and preprocessing) to the end.  Also I had projects done from my side starting from business problem identification and clarification to test/methodology validation and production usage.

I've created models to predict store visits, gender, accuracy of locations etc. Built R and Python libraries to use them in the production environment.

Programming languages - Python, R, pyspark (data collection)
Tools and storages: Airflow (pipeline creation and support), Docker, Kubernetes, AWS S3/EMR/EC2, Google Storage, PostgreSQL, Apache Kafka, ElasticSearch, ClickHouse, Google Big Query, Zeppelin
- part-time project with hourly payment 10-15 hours/week or less
- NLP field
Position: NLP/ML Team Lead
Category: Data Science
Experience: 11 years | English: upper

Crash course on Information Retrieval
Work 1
Hiring & management of data science team
Web search modification & A/B testing
User behaviour analysis
Development of recommendation systems
Various APIs development
Overall expertise in NLP tasks 

  Work 2
Hiring & management of the mixed programmers and analytics team
Overall linguistic expertise in web search and data mining tasks

  Work 3
Developing rule-based and statistical machine translation engine (C++)
Management of programmers team

Skills
 Python (incl. scipy/numpy/pandas, flask/gunicorn, lxml/scrapy etc.)
 Language processing (gensim/NLTK/SpaCy etc.)
 Neural networks (Tensorflow/Keras)
 C#/C++, SQL/NoSQL, ElasticSearch, Clickhouse, GraphDB/SPARQL
 Basic linux devops & administration
 Git, Jira
No experience in computer vision and fintech (blockchain, trading, etc)
Position: NLP Researcher/Engineer
Category: Data Science
Experience: 1.5 years | English: fluent

1) Being selected as a participant in the WVU Neuroscience Undergraduate Research Opportunity in the summer of 2022. Has completed a research project by participating in didactic classes, research lab meetings, and presentations with the total equivalent of 6 credit hours.

2) Presented my research on the topic "An Effective Method for Learning Ukrainian Word Vectors" ContribuLing 2022 conference;

3) March AI Hackathon 2021: our team got to the final round of the hackathon;

Coursera Certified courses:
- NLP with Attention Models
- NLP with Classification and Vector Spaces
- Applied Social Network Analysis in Python
- Intro to Data Science
- Applied Text Mining in Python
1. Junior NLP Researcher ‒ Ukrainian Catholic University ML Lab, Jun 2021 - Dec 2022
• researched the topic of learning word embeddings for Ukrainian;
• published the paper and presented it at UNLP&EACL2023;
• led the UCU ML Lab Medium blog, writing short summary articles on NLP topics such as GEC and Fact-checking from the Master thesis of UCU students.

2. NLP engineer / Data Scientist, Jul 2021 - Nov 2022
• improved morphological parsing pipeline;
• developed rule-based methods for phrase matching;
• evaluated speech recognition models for Ukrainian, Polish, German, and Czech
• conducted research on a variety of NLP tasks;
• worked with large corpora and different languages;

3. Research Intern at WVU Rockefeller Neuroscience Institute, Jun 2022 - Jul 2022
 • Neuroscience Undergraduate Research Opportunity (NURO) participant.
 • researched the topic "Decoding Neural Control Signals from High-Density Electromyography."
• presented a poster at Summer Undergraduate Research Symposium, West Virginia University Morgantown, United States, June 2022. 

4. Python Instructor, Jul 2019 - Aug 2020
 • prepared and presented lectures for students in the Intro to Python course;
 • evaluated home assignments and final projects;

Other projects:
1) Accent classification for native and non-native English speakers: processed raw human speech, extracted features with the MFCC method, implemented a simple CNN model, and got 98% accuracy on the test set.

2) Testing Topic Modeling techniques on Ukrainian corpus UA-GEC: utilized available topic modeling methods - LSA, pLSA, LDA - on Ukrainian corpora using the Gensim library and evaluated it with the help of coherence measure.

3) Developed an Intelligent Health AI Assistant to determine the diagnosis and the doctor based on specified symptoms during the March AI Hackathon.

4) Words prediction system based on N-gram Language Model: implement language model for parallel n-gram extraction from large text corpora (~40Gb) in C++. Develop GUI application for its usage.
I am interested in NLP and Computational Linguistics, Research positions. I want to dedicate my future career to research and work in the science sector.
Position: NLP specialist, Python developer, Junior Data Scientist
Category: Data Science
Experience: 0.5 years | English: fluent


I'm a bachelor of applied (computational) linguistics, strongly focusing on the programming section.
Interested in ML and constantly improving my knowledge of the field. Grammarly CompLing Summer School 2021 graduate; C1 in English and A2 in French.
Have extensive knowledge of NLP frameworks (stanza, nltk, spacy etc.). Have used them in projects during my studies, including a personal graduation project in second-language teaching for Ukrainian and a group project about manipulation analysis.
- New knowledge and experiences
- Career growth
- Interesting tasks
- Mentorship
Position: NOC
Category: Sysadmin
Experience: 4 years | English: pre


Technical support specialist (Call-Centre)
from 01.2017 to 10.2017

Trinity, Donetsk (Tech support)

Work in and Internet provider. Customer support incoming line, advice and assistance, advice on equipment, Creation and appointment of working groups (repair crews), troubleshooting. Network monitoring via Nagios server, Cacti, Zabbix work with abills and other billing systems. Work with unix-like operating systems.
Full view of tech support employment

System Administrator
from 06.2018 to 10.2018

Hotel Sun-Resort, Berdyansk (Hotel and restaurant business)

Working with windows server 2008 r2 (server data backup) Maintaining the network in the hotel. Working with databases such as MongoDB, setting up hotel programs, setting up and maintaining hotel equipment, routers, access points, computers, etc. Work with video surveillance.

NOC (Network Operations Center)
from 11.2022

IPNet (Internet Service Provider)

Work with Windos-server, Linux, Proxmox and other unix-like software. . Network monitoring via Nagios, Cacti, Zabbix server, work with billing networks. Practical skills in laying out calculations, installing various network devices and servers. Operation of network switches L2, L3 (Extreme, Juniper, Huawei, etc.)
Setting up and mounting and operating UNIX-like servers from metal to production state and maintaining by lifecycle. (FreeBSD, Ubuntu, Centos etc.)
I want to learn something new for myself. Interested in cloud technologies such as docker,aws,etc. Ready to learn a lot and solve complex problems
Position: Noc engineer
Category: DevOps
Experience: 3 years | English: pre


During my job experience, I had practical skills with interesting technologies, tasks and people. In the whole role of my engineering practice including building and supporting complete OTT platform and CDN services based on Linux/Unix platform in a cloud (AWS) and onpremise, monitoring, and Linux Server setup/administration.
Position: NOC engineer
Category: Sysadmin
Experience: 11 years | English: pre


10+ years in ISP for business customers. "NOC engineer", "VOIP engineer", unix admin, sometimes 1st-line techsupport. Various tasks and technologies. No windozes. 
NO "softskills fever", NO stress tolerance.  Just unixes and networks plz.
No Windows administration.
Position: NOC engineer
Category: Support
Experience: 0.5 years | English: upper

CERTIFICATION
Introduction to Front-End
Development by Meta
Version Control by Meta
Programming with JavaScrip
EDUCATION
Donetsk National University named
after Vasyl Stus
Bachelor of legal sciences
2018/2022
Donetsk National University named
after Vasyl Stus
I am receiving a master's degree in
legal sciences
2022/2024
Worked as a service technician at a service station for about 2 years;
Worked as a waiter in a restaurant for over 1 year; 
Worked in Poland in an online store warehouse for one year;
Worked in car sales for one year;
Worked for the last 6 months as a technical support specialist.
A friendly and communicative team, in which you can easily and qualitatively improve your skills.
Position: NOC engineer
Category: Sysadmin
Experience: 2 years | English: upper


Working with satellites networks, vsat technologies, juniper, cisco routers , have python and c# knowledge, can write scripts, can troubleshoot, very good communications skills, managing linux server machines, incident management
Position: NOC Engineer
Category: Sysadmin
Experience: 1.5 years | English: upper


1. Junior NOC Engineer, date of hiring is 09/01/21, still working.
My responsibilities were to work with the clients, network and client status monitoring + troubleshooting.
Responsibilities also included editing and modernizing the site's code to monitor traffic. Experience in UNIX-like OS (Debian, Ubuntu) and FreeBSD.
Knowledge of such monitoring systems as Nagios, Zabbix, Observium.
Experience with L2 and L3 Cisco, Juniper and Zyxel routers and switches.
Have basic knowledge of Python, worked in the Django framework, PyCharm/Visual Code Studio interpreters.
I had experience writing websites (Pytnon using the Django framework) and deployment to the Apache web-server. Knowledge of working the implement rrdtool for graphing.

2. Junior --> Middle Mining Support Specialist, date of hiring is 05.27.22, date of getting promoted is 12/01/22, still working.
Network status monitoring, connecting and hosting new clients, setting up miners (Whatsminer, Bitmain, Avalon), working with the tracking system, troubleshooting miners in Whatsminer Tool, BTCTools, FMS, InnoMiner. Flashing miners, reading logs to detect malfunctions, much time of working in Google Sheets with large amounts of information, automating this information, writing scripts for parsing. Using AnyDesk as the RPD application to connect the servers.
Farm monitoring in HiveOS, Foreman. Configuration of AsicHub, working with ViaBTC pools, good working experience in Asana app.
Position: NOC Engineer
Category: Sysadmin
Experience: 5 years | English: pre

He took an active part in the development of the IT Help Desk, created own library of knowledge to simplify work processes. Optimization 
 He graduated from Snoop School QA software testing courses.
Experience in IT help desk 5 years.  Skills and experience in administering Windows 10 and earlier.  Skills and experience in administering Windows Server 2016/2012/2008.
 Skills and experience in Linux system administration.  Skills and experience in setting up and administering Mikrotik network equipment.  Experience in installing and administering Active Directory.  Experience in webmail administration (Zimbra). Skills in working with VmWare.
I expect from the company interesting work and gain cool experience, and continue to expand my skills and knowledge.
Position: NOC Engineer
Category: Other
Experience: 3 years | English: upper


Shift Engineer in Ukrtelecom
Monitoring of Cisco, Huawei, Juniper equipment and channels between them. Notification of incorrect operation of equipment and escalation to the relevant department. Support of emergency crews in the liquidation of the accident. Checking the provision and quality of services to subscribers (l2vpn, l3vpn, Internet access).

NOC Engineer in JMIND
Customer support, making changes to the database, supporting the company's internal services.

SmartCare Engineer in Huawei
Position: Noc engineer/DevOps
Category: DevOps
Experience: 1 years | English: intermediate


NOC Engineer AUTOMAT-IT, Kharkiv (1 year)
Monitor and manage lots of servers with AWS CloudWatch/Datadog/Grafana 24/7 Network, OS, AWS, Kubernetes cloud issues troubleshooting. Create and implement decisions for automation.
Position: NOC Engineer, Intern/Junior DevOps
Category: Sysadmin
Experience: 2 years | English: upper


I`m NOC Engineer. I have been in networking (ISP) for over 5 years. My specialization is monitoring and solving problems; diagnosis of emerging issues and their solution; configuring telecommunication hardware and infrastructure support. Now I`m studying DevOps in EPAM Systems Internal Lab. I made my own CI/CD project for Java application using DevOps tools.
Position: NOC Engineer/Junior DevOps/Tech Support
Category: DevOps
Experience: 1 years | English: intermediate

Finished courses Cisco R&S.
Knowledge of network technologies: NAT, DHCP, ACLs, DNS, VLAN, QinQ, etc.
Worked with various network equipment: 
(Cisco, Huawei, Dlink, etc).
Services: AWS,Docker,Gitlab, Terraform, Jenkins, Cloudflare, Ansible.
Experience with client support
Experience in researching and troubleshooting software, hardware and network issues
Ability to write some scripts with Python/Bash.
Position: NOC Engineer, NCC Engineer, Network Admin, DevOps
Category: Sysadmin
Experience: 5 years | English: intermediate

RHCA Complete Linux Training
Course - Sep-Dec 2020
Git Complete Fundamentals - Jan-
March 2021
CCNA. The Complete Networking
Fundamentals Course - Jun-Sep
2021
English Intermediiate in Green
Forest School - Dec 2019- Mar-
2020
I have been working in the network industry for more than 5 years as an engineer and tech leader.

Main directions of development:
Construction of network systems, their support;
Automation of monitoring and security systems for the network.
I am interested in a competitive position that conceptually combine three things:
- Gaining professional experience
- Loyalty from the employer
- Making money
(I will note that I am ready to work both in the position of ice and in the position of engineer.) Also it will be plus I'll have an ability to directly work with cloud
Position: NOC Engineer, System Administrator
Category: DevOps
Experience: 6 years | English: intermediate


System Administrator / Renome Service (Internet provider)
Odessa, Ukraine
Since January 2017
Setting up, supporting the company's server infrastructure;
Monitoring of network elements, company services and its
automation;
Administration of switches, routers of such vendors as Dlink,
HP, Cisco, Bdcom;

Construction and technical support of the work of call-
centers using IP-telephony based on the Asterisk solution;

Employee training and technical support;
Work as an administrator on duty.

Technical support operator / Renome Service (Internet provider)
Odessa, Ukraine
From November 2014 to January 2017
24-hour technical support of the company's users, assistance
to customers in setting up their equipment, troubleshooting.
Network engineer with over 4 years of experience in the area of
System Administration, networking and troubleshooting. I'd like to
apply and develop existing skills, as well as learn some new ones.
Hope to focus on Devops practics in my future career.
Position: NOC Manager
Category: Project Manager
Experience: 3 years | English: upper


I am 5 years in Tech support, 3 of them as NOC Team Lead and 1 year NOC manager. I manage and coordinate the NOC team, mentoring and leading all team members. Interviewing, preparing, and coaching new NOC team members. Improving and ensuring policies, procedures, methods. I have fluent English, have strong interpersonal and analytical skills. Able to work under pressure and quickly adapt to changing environments.
Position: no code developer
Category: Other
Experience: 0.5 years | English: upper

Gold medal for achievements in study. Minor Academy of Sciences at the regional level in history, economics, computer science, mathematics.
Waiter
For a month I worked as a waiter in a restaurant (Tetto`s) in the city of London 
Key concepts: I developed and improved spoken English, because I had to communicate a lot with clients and work colleagues
Volunteer 
Acquired organizational and public speaking skills, as I had to be a host and co-organizer at various events
I do not want to do something that will not bring any benefit to me and the company
Position: No-code developer
Category: Design
Experience: 5 years | English: upper


I'm Emmanuel, a top-tier web and mobile app developer with 6 years of involvement in the tech field. I'm additionally a specialist in designing websites with no-code platforms like Wix, WordPress, and different CMS platforms. I have created up to 15 applications lately utilizing Adalo and Bubble.io. Furthermore, I have developed a ton of sites both for limited-scope organizations and large organizations. I'm an exceptionally constant individual about fulfilling my promises and giving out the best quality. With regards to the services that I offer, I can assure the best delivery.
Position: No code Developer
Category: Other
Experience: 3 years | English: upper


I'm an experienced no-code Mobile developer who working with FlutterFlow, Adalo, Make (Integromat), Glide & Chatforma for the past 3 years. I can help you build a mobile app, or even a chatbot (Telegram, VK, Viber, Facebook, Instagram). 

Also, I can help you with the automation of your company processes using 3rd party integrations (Make (Integromat), Zapier).

I come to no code from the sales & marketing field. As a Head of the Department, I was always searching for instruments to optimize our team time. 

So no code was a real game-changing instrument. I realized how powerful this tool is by making chatbots and web apps for myself and my clients here in Europe. 

In each project, I'm trying always to give my clients more than they expect by bringing to the table all my experience from Fintech, IT, Coaching, Real Estate, and Medical Equipment fields that I collected over the last 12 years. 

Let's make your project done in 2-4 weeks with 5 times less budget than traditional coders can do!
Position: No Code developer
Category: JavaScript
Experience: 0.5 years | English: upper

I am in-depth knowledge of such programs as: Avocode; Photoshop; Figma; Sublime Text; Visual Studio Code;
Ready to work as an intern and gain experience.
Professional skills:
Windows, Microsoft Office, Internet, 1C, e-mail;
An ability to communicate with customers;
A very close attention to the details;
An excellent analytical, problem solving and organizational skill;
The knowledge of the International shipments;
In the resume there is a link to the git hub repository of my completed work. In the implementation of my projects I used adaptive and cross-browser layout.
Now I am actively studying Java Script and framework Vue.js
In December 2019 I have finished the сomputer courses Mobios School and have received the Diplom by Frontend Developer. During the learning process I have studied such areas:
HTML5;  CSS3 (SASS/LESS); Bootstrap; Adaptive and responsive; Mobile first; Gulp; NPM; JavaScript; jQuery;
Now I work for the WLNC company as - No Code developer.
I have real projekts - if you have any question or proposition you can write me and we will discuss it.