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Software Engineer IV, Machine Learning

2 weeks ago

Lahore, Punjab, Pakistan TCP Software Full time $90,000 - $120,000 per year
TCP is committed to cultivating a diverse and inclusive team. However, we are not able to sponsor visas for this role.

About TCP (TimeClock Plus)

Position Overview

Key Responsibilities
  • Train and deploy production-level machine learning models focused on:
    • Forecasting
    • Anomaly Detection
    • Event Prediction
  • Develop and implement machine learning algorithms, ensuring their scalability, performance, and robustness.
  • Create agentic language model-based user experiences.
  • Work with large datasets, process and analyze data using tools like Pandas and Numpy.
  • Use modern deep learning frameworks such as Pytorch to implement and optimize models.
  • Integrate machine learning models into the company's Product suite
  • Collaborate with cross-functional teams to solve complex business challenges through AI/ML solutions.
  • Optimize and fine-tune models for performance in real-world production environments.
Required Qualifications
  • 5 years of experience in training and deploying production models
  • 5 years of experience with the following libraries:
    • Pytorch
    • Pandas
    • Numpy
  • Hands-on experience with language models
  • Solid understanding of the following model architectures:
    • Transformers
    • RNN (Recurrent Neural Networks)
    • S4 | Mamba
    • LSTM (Long Short-Term Memory Networks)
Strongly Encouraged
  • Familiarity with advanced machine learning concepts, including:
    • State Space Modeling (S4, Mamba)
    • Hidden Markov Models (HMMs)
    • BEAM Search
    • Human Feedback Reinforcement Learning (RLHF)
    • Relationship Graph Theory
    • Automatic Prompt Optimization
  • Worked on language model user experiences using:
    • DSPy
    • LangChain
Desired Skills & Attributes
  • Excellent problem-solving abilities and analytical thinking.
  • Ability to work in a collaborative team environment while also being self-directed.
  • Strong communication skills for explaining complex technical concepts to non-technical stakeholders.
  • A passion for continuous learning and staying up-to-date with the latest advancements in machine learning and AI technologies.

Physical Requirements
  • Prolonged periods sitting at a desk and working on a computer.
  • Must be able to lift up to 15 pounds at times.

Benefits
  • Competitive salary
  • PTO and Sick leaves
  • In-Patient Health insurance
  • Provident fund and EOBI
  • The work/life setup you need to be successful.
  • A creative, collaborative, supportive environment that gives you the autonomy to explore new ideas, grow your skill set and create outstanding results
  • The chance to make a genuine impact on the company's growth
  • Plenty of challenging work and the opportunity to stretch yourself
  • The opportunity to work with amazing talent in a fast-growing company that really values their team

TCP is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.