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Software Engineer II - Machine Learning

3 weeks, 6 days ago
Serbia
Full-time
Junior
Machine Learning Engineer
Software Development
LSTM Machine Learning NumPy Pandas Python PyTorch RNN Transformers
Apply Now
TCP Software

TCP Software

TCP Software provides workforce management solutions for over 35 years, offering automated timekeeping, leave management, and employee scheduling services to improve operational efficiency.

Professional Services
251-1K
Founded 1988
View All Jobs 16

Description

  • Train and deploy production machine learning models for forecasting, anomaly detection, and event prediction.
  • Develop and implement machine learning algorithms with attention to scalability, performance, and robustness.
  • Create agentic language model-based user experiences.
  • Process and analyze large datasets using Pandas and NumPy.
  • Implement and optimize models using modern deep learning frameworks such as PyTorch.
  • Integrate machine learning models into Time and Attendance and Employee Scheduling software.
  • Collaborate with cross-functional teams to solve business challenges through AI/ML solutions.
  • Optimize and fine-tune models for performance in production environments.

Requirements

  • 2+ years of experience training and deploying production models.
  • 2+ years of experience with PyTorch, Pandas, and NumPy.
  • Hands-on experience with language models.
  • Solid understanding of model architectures including Transformers, RNNs, S4/Mamba, and LSTMs.
  • Familiarity with advanced machine learning concepts such as state space modeling, hidden Markov models, BEAM search, RLHF, relationship graph theory, and automatic prompt optimization.
  • Experience working on language model user experiences using DSPy and LangChain (strongly encouraged).
  • Ability to work in a role that does not offer visa sponsorship.
  • Experience in machine learning or related software engineering work (implied by the role).

Benefits

  • Full remote work with the option to work from the office.
  • Personalized and individual benefits plan.
  • Competitive salary based on experience.
  • Voluntary health insurance plan.
  • International working environment.
  • 8 hours to volunteer and support community impact.
  • Work/life setup designed to support success.
  • Opportunity to work with a fast-growing company and talented team.

Interested in this position?

Apply directly on the company website

Apply Now

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