Senior Software Engineer - Machine Learning @ Mitratech


? Job Technologies


  • PyTorch


? Your role in the team


  • We are seeking a highly skilled Senior Software Engineer specializing in Machine Learning, with a focus on Natural Language Processing (NLP), to join our dynamic team.
  • The ideal candidate will play a pivotal role in understanding business objectives and leveraging machine learning models to meet these goals effectively.
  • Model Development: Understand business objectives and develop machine learning models to achieve these goals, complete with performance tracking metrics.
  • Data Management: Ensure data quality through rigorous verification and cleaning processes.
  • Explore and visualize data to understand it thoroughly, identifying any distribution differences that could impact model performance in real-world applications.
  • Research and Data Acquisition: Proactively find and utilize available datasets online for model training purposes.
  • Strategy and Validation: Define and implement robust validation strategies for model evaluation.
  • Model Training and Tuning: Take charge of training models and fine-tuning hyperparameters to optimize performance.
  • Model Deployment: Skillfully deploy models to production environments, ensuring seamless integration and operational efficiency.
  • Industry Awareness: Maintain an up-to-date understanding of the latest developments in the machine learning field, with a keen eye on advancements in NLP.


? Our expectations of you


Qualifications

  • ML Experimentation: A solid understanding of setting up machine learning experiments, communicating results, and managing stakeholder expectations.
  • Technical Proficiency: Hands-on knowledge of at least one major machine learning framework, with a preference for PyTorch.
  • MLOps Knowledge: Familiarity with MLOps practices, including model deployment and offering machine learning models as a service, is highly desirable.
  • LLMs and Third-Party Services: Understanding of Large Language Models (LLMs) and third-party services, with the ability to evaluate the benefits of using these over in-house model development.


Qualifications

  • Data Quality Management: Experience in verifying and ensuring data quality through comprehensive data cleaning processes.
  • Model Development: Proven experience in training custom models with available data and conducting rapid experimentation for proof-of-concept projects.


Education

  • A Master's degree in Machine Learning, Computer Science with a preference for specialization in the NLP domain.


? Topics that you deal with on the job


  • Machine Learning
  • AI


? This is your employer


Mitratech

? Munich


Mitratech is an established company that develops and distributes innovative software solutions for the automation of business processes. With a wide range of services, it supports clients across various industries.

Salary

Competitive

Project Basis based

Remote Job

Worldwide

Job Overview
Job Posted:
1 year ago
Job Type
Contractual
Job Role
Any
Education
Any
Experience
Any
Total Vacancies
-

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Location

Germany