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Senior Machine Learning Engineer

Commit

Commit

Software Engineering
New York, NY, USA
Posted on Thursday, May 2, 2024

About Us:

Commit is working with a confidential partner on this role. Applicants proceeding to the next stage will receive further information about the employer and recruiting process.

About The Role:

We're seeking a Machine Learning Engineer who thrives on innovation and complex problem-solving beyond conventional coding. Ideal candidates should possess a profound understanding of machine learning algorithms, data structures, and modeling techniques, with a zest to architect and refine the core of our AI-driven solutions.

Qualifications:

  • 4+ years of experience in developing and implementing machine learning algorithms and models.
  • Advanced proficiency in Python, including experience with ML libraries such as Scikit-learn, TensorFlow, and PyTorch. Demonstrable ability to write clean, maintainable, and efficient code.
  • Experience with advanced text mining methods and the ability to leverage machine learning algorithms to uncover insights, trends, and patterns within unstructured text data.
  • Experience with Natural Language Processing (NLP), including the use of Large Language Models (LLMs) like OpenAI's GPT-3 for text generation, summarization, and analysis.
  • Practical experience with cloud services (AWS, Azure, GCP) including compute, storage, and ML services. Ability to design and manage cloud infrastructure for machine learning workloads.
  • Expertise in deep learning for NLP with Transformers (BERT, GPT, T5), RNNs, and LSTMs, and skill in fine-tuning these models for text classification, summarization, and generation tasks.
  • Proficiency in ML experimentation, A/B testing, and model evaluation to inform iterative improvements.

Benefits:

  • Competitive salary and equity
  • Extensive professional development opportunities and resources for continuous learning
  • Dynamic and intellectually stimulating work environment with a team of talented engineers
  • Opportunities to shape the direction of the company and leave a lasting impact