Senior Machine Learning Engineer (a)

  • Coresystems
  • Zürich, ZH, Switzerland
  • 03/01/2023
Full time Machine Learning Artificial Intelligence Software Engineering DevOps

Job Description

Job details

Job Type
Full-time
Permanent
90-100%

Full Job Description

(a) small letter...
that stands for great variety. We’re interested in your passion to help us thrive and not what gender, origin or age you have.
THE CHALLENGE
We are looking for a passionate Senior Machine Learning Engineer who specializes in NLP to help us understand and model large amounts of text data to develop actionable insights. The candidate would join us in our Zurich workspace to build an entirely new & disruptive product with us! Are you eager to help us build a new cloud-based solution that revolutionizes Customer Service with AI? Would you like to help set the direction as a self-starter in a team of like-minded colleagues with a can-do attitude?
CURIOUS ABOUT THE DAY-TO-DAY?
  • Identify and validate business use cases that can be solved with AI
  • Wrangle raw, messy, unstructured text and data into a model-ready state
  • Develop language models that cut through noise and understand meaning and intent
  • Develop data annotation strategies and validate the same
  • Coordinate with cross-functional teams to seek feedback on models, share results and implement models to enable our product development
  • Develop custom tools or libraries to optimize the entire machine learning modelling workflow
CURIOUS IF YOU'RE A FIT?
  • 2+ years of experience with Large Language Models (BERT/GPT3/XLM-R) and is up to date with the SOTA
  • 3+ years of experience in Machine Learning
  • A degree in Statistics, Mathematics, Computer Science, Engineering, Physics, Industrial Engineering or similar fields (PhD is a plus)
  • Good knowledge of programming languages such as Python, SQL
  • Experienced with Machine learning toolkits, e.g. Scikit-learn, HuggingFace, Pytorch Lightning, spaCy, Gensim,
  • Good understanding of Deep learning frameworks, e.g. PyTorch
  • Experience with MLOps and corresponding frameworks covering ML model lifecycle (data preprocessing, training, testing, verification, deployment and monitoring)
  • Experience with cloud architectures, ideally AWS (Sagemaker)
  • Good communication skills in English – written and spoken (German is a plus)
WHAT WE OFFER
  • New cloud native product (no legacy), freedom to take decisions*, competitive salary, openminded team, believer in tests and automation
  • The chance to challenge yourself professionally and grow
  • In our open culture, we welcome diversity, different opinions and enjoy discussing solutions
JOIN US BECAUSE
  • We make use of state-of-the-art technologies and frameworks
  • We are an enthusiastic, cool company and we like to have fun –at work and after!
  • We work hand in hand with our clients and take pride in building products that matter and experiences that delight
About us
We are always on the lookout for new talent and are happy to welcome anyone who can add new ideas and know-how to our team.
Would you like to become part of our story and create your own core moments?