Middle Machine Learning Engineer (Document Management System)

2 Days ago • 3 Years +

About the job

SummaryBy Outscal

This role involves implementing and tuning ML models for document management systems, particularly NLP tasks. You'll work with LLMs, NLP techniques, and frameworks like NLTK, spaCy, and Hugging Face Transformers.

Company Description

We invite you to join our ML Competence Centre, a key part of Sigma Software’s dynamic organizational structure that integrates diverse clients, intriguing projects, and opportunities to enhance your professional skills.

Your initial project will place you in the ML R&D Centre on the client’s side, where you will help verify and implement groundbreaking ideas driven by advancements in ML, particularly NLP, to enhance the customer’s products and deliver added value to their clients. 

CUSTOMER

Our client is a leading provider of high-quality IT products in the Swedish and Danish public sectors, with over 12 years of successful cooperation with us. Their automation solutions serve 80% of government agencies in Sweden. The company specializes in document management, enterprise content management (ECM), data sharing, digital preservation, GDPR compliance, ERP solutions, and more. They cater to various sectors, including government, banking, retail, manufacturing, and life sciences.

PROJECT

Currently, our client is establishing a PoC initiative to explore innovative ideas for potential advancements and improvements

Job Description

  • Work under the supervision of the client’s research team to validate various ideas through PoCs, and to implement, train, test, and tune different learning models
  • Collaborate with the research team to brainstorm and experiment with optimal models and open-source alternatives for NLP-based ideas to achieve the best possible results
  • Apply best practices to effectively and securely implement pipelines for integrating models and ML-based solutions

Qualifications

  • 3+ years of hands-on experience in ML, with a focus on NLP (text extraction & classification, anonymization and pseudonymization, document processing, clustering and other NLP tasks) 
  • Proficiency in Python
  • Proven experience with LLMs APIs and/or open-weight models (e.g.: LLaMA, Mistral), with the use of frameworks like Langchain/Llamaindex for implementing solutions/features
  • Proven experience with NLP techniques such as tokenization, stemming, lemmatization, and named entity recognition (NER)
  • Experience with NLP libraries and frameworks like NLTK, spaCy, and Hugging Face Transformers
  • Excellent communication skills for effective collaboration with cross-functional teams
  • Strong problem-solving skills and ability to troubleshoot issues in model development and deployment
  • At least an Upper-Intermediate level of English

WOULD BE A PLUS

  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field
  • Experience with PoC development and prototyping in enterprise solutions
  • Experience with LLM evaluation frameworks (e.g.: DeepEval, MLFlow, RAGAs, Deepchecks, etc.)
  • Experience with fine-tuning open-source LLMs for domain and tasks
  • Knowledge of MLOPs pipeline and instruments
  • Familiarity with deep learning frameworks such as TensorFlow, PyTorch, or Keras
  • Familiarity with the deployment of NLP models in production environments
  • Knowledge of cloud platforms (AWS, Google Cloud, Azure) and their machine-learning services 

Masovian Voivodeship, Poland (On-Site)

State Of Rio De Janeiro, Brazil (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (Remote)

Masovian Voivodeship, Poland (On-Site)

View All Jobs

Similar Jobs

paypal - Machine Learning Engineer

Tamil Nadu, India (On-Site)

paypal - Machine Learning Engineer

Tamil Nadu, India (On-Site)

Zoox - Principal Machine Learning Engineer

California, United States (Hybrid)

MatchGroup - Sr. Machine Learning Engineer (MG AI)

Seoul, South Korea (Hybrid)

MatchGroup - Machine Learning Engineer (MG AI)

Seoul, South Korea (Hybrid)

Visa - Senior Machine Learning Engineer

California, United States (Hybrid)

Sinch - Senior Machine Learning Engineer

North Holland, Netherlands (Hybrid)

Similar Skill Jobs

Activision - Senior Manager, Analytics Insights

California, United States (On-Site)

The Walt Disney Company - Senior Compositor

British Columbia, Canada (Hybrid)

DraftKings - Product Manager II

Massachusetts, United States (On-Site)

DraftKings - Product Manager I, Basketball

Massachusetts, United States (On-Site)

umusic - Senior BI Engineer

Pennsylvania, United States (On-Site)

Tencent - Senior Staff Researcher

California, United States (On-Site)

DraftKings - Manager, Fantasy Sports Operations

Massachusetts, United States (On-Site)

Trek - Service Manager

Florida, United States (On-Site)

Jobs in Warsaw, Masovian Voivodeship, Poland

Aristocrat Gaming - Front End Developer

Masovian Voivodeship, Poland (Hybrid)

Testronic - Community Manager

Masovian Voivodeship, Poland (On-Site)

VGW - Software Engineer

Masovian Voivodeship, Poland (Remote)

Techland - Junior Lawyer

Masovian Voivodeship, Poland (On-Site)

CD PROJEKT RED - Music Director

Masovian Voivodeship, Poland (On-Site)

Activision - Lead Network Programmer

Masovian Voivodeship, Poland (On-Site)

Aristocrat Gaming - QA Manual (Pasino)

Masovian Voivodeship, Poland (Hybrid)

Aristocrat Gaming - QA Manual (Pasino)

Lesser Poland Voivodeship, Poland (Hybrid)

Ubisoft - Office Administrator (Part-Time)

Masovian Voivodeship, Poland (On-Site)

CD PROJEKT RED - Senior Previz Artist

Masovian Voivodeship, Poland (Hybrid)

Artificial Intelligence (AI) Jobs

Dream Game Studios - Senior ML Scientist

Maharashtra, India (On-Site)

Moon Active - Data Scientist

Tel Aviv District, Israel (Hybrid)

King - Data Scientist | Candy Crush Soda Saga

Stockholm County, Sweden (Hybrid)

PlayStation Global - Artificial Intelligence Intern - Master's or PhD

California, United States (Hybrid)

Expedia - Data Scientist I, Analytics

England, United Kingdom (Hybrid)

Expedia - Data Scientist

Washington Seattle Campus (Hybrid)

Expedia - Data Scientist I, Analytics

England, United Kingdom (Hybrid)

Expedia - Data Scientist

Washington Seattle Campus (Hybrid)

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug