Data Scientist

Data Scientist Remote

Link Humans
Full Time Remote 25000 - 30000 GBP ANNUAL Today
Job description

Link Humans is a data-driven research firm with a clear mission: To make the world of work a better place. We help Fortune 500 companies understand employer reputation to attract and retain the best talent.

We are looking for a competent data scientist passionate about Natural Language Processing and Machine Learning. You will join a dynamic and fast-paced environment and work with cross-functional teams to integrate coding solutions into larger systems or applications.

Responsibilities

  • Text Analysis and Preprocessing: Perform tasks like tokenization, part of speech tagging, syntactic/dependency parsing, and other text processing techniques to transform unstructured text data into a structured format suitable for NLP models.
  • NLP Model Development: Design, implement, and fine-tune NLP models such as sentiment analysis, named entity recognition, text classification, and topic modeling.
  • Machine Learning: Utilize machine learning algorithms and techniques to build and train NLP models, including supervised and unsupervised learning approaches.
  • Feature Engineering: Identify and extract relevant features from text data to enhance the performance of NLP models.
  • Deep Learning: Work with deep learning architectures (e.g., RNNs, CNNs), and transformer models (e.g., BERT, GPT) to solve NLP tasks.
  • Transfer Learning: Utilize pre-trained language models and fine-tuning techniques to adapt them to specific NLP tasks and domains.
  • Evaluation and Optimization: Evaluate the performance of NLP models using appropriate metrics and iterate on model improvements to achieve better accuracy and efficiency.
  • Deployment and Monitoring: Deploy NLP models into production systems and monitor their performance and reliability in real-world scenarios.
  • Stay current with Research: Stay updated with the latest advancements in NLP and research papers to incorporate cutting-edge techniques into your work.

Requirements and skills

  • Enjoy working at the intersection of business, programming, and textual data.
  • Advanced Python programming skills.
  • Hands-on experience in an NLP project, either at work or at university.
  • Solid understanding of word embeddings and Large Language Models.
  • Experience with the majority of the following Python libraries: pandas, gspread, scikit-learn, NLTK, spaCy, hugging face, sbert, OpenAI, PyTorch, and TensorFlow.
  • Experience with Git commands.
  • Experience with Google Colab or similar tools.
  • Excellent problem-solving skills and a willingness to roll up one's sleeves to get the job done.

Job Types: Full-time, Permanent, Graduate

Salary: £25,000.00-£30,000.00 per year

Benefits:

  • Additional leave
  • Casual dress
  • Company pension
  • Discounted or free food
  • Sick pay
  • Work from home

Schedule:

  • Monday to Friday

Supplemental pay types:

  • Bonus scheme

Work Location: Remote

Data Scientist
Link Humans

https://linkhumans.com
London, United Kingdom
Jörgen Sundberg
Unknown / Non-Applicable
1 to 50 Employees
Company - Private
Research & Development
2010
Related Jobs

All Related Listed jobs

FULL - TIME Bubble Tea Barista
CUPP Bubble Tea Blackburn Blackburn, England 7.5 - 10.5 GBP HOURLY Today

Provide great service and product knowledge to our customers. Feel confident in a fast paced working environment. Job Types: Full-time, Permanent.

Team Member
Greggs Bristol, England 10.6 GBP HOURLY Today

Perks and savings, such as digital gift card discounts, online cashback, in-store and online coupons and lifestyle offers.

painter
Zach Wise Painting Lethbridge 23 - 18 CAD HOURLY Today

We currently looking to add a few painters to our team for the summer of 2023!

Position Descriptions
Painter: This role is a fun and...

Science Teacher
Ethos Education Horsham, England 28000 - 45000 GBP ANNUAL Today

11-16 mixed school with excellent local reputation. Offering Science teachers plenty to see and do outside in school nature. Job Types: Full-time, Permanent.

applications support analyst
Ribbons & Reeves London, England 20800 - GBP HOURLY Today

Psychology Support Assistant | High Barnet, Barnet

An emotionally intelligent and thoughtful...