Responsibilities:

• Use state-of-the-art deep learning approaches (e.g. CNN, transformer, RNN/LSTM/GRU, GCN/GNN) to extract value from massive amounts of unstructured data (text, images).
• Design and develop machine learning and deep learning systems to deliver meaningful technology to the business.
• Write production-ready code to deliver end-to-end AI solutions, working closely with Software, Data, MLOps, and ML Platform engineers.
• Create large, well curated datasets for training models, often using advanced methods to obtain sufficient annotations.

Preferred Qualifications:

• Experience deploying machine learning models to production, particularly in a cloud environment (i.e. Azure, AWS, GCP).
• Significant experience with machine learning and deep learning frameworks such as sklearn and PyTorch/Tensorflow/Keras.
• Advanced knowledge of fine-tuning (e.g. PEFT, LoRA, RLHF) and customizing large language models (e.g. GPT, BERT, Flan-T5, Llama, Dolly, BART), embedding approaches (e.g. Word2Vec, t-SNE), prompt engineering, and vector databases.
• Strong software engineering skills including familiarity with best practices around version control (e.g. Git, Azure DevOps), testing (e.g. PyTest, unittest), containerization (e.g. Docker), and experiment tracking (e.g. MLFlow).
• Experience with distributed data processing technologies (e.g. pyspark).
• Prior experience building NLP data pipelines using a variety of data sources.
• Familiarity with graphical methods, graph-databases, and pattern mining techniques.
• Advanced knowledge of statistical and predictive modeling techniques such as machine learning, decision trees, probability networks, association rules, clustering, regression, GLMs, SVMs, HMMs, and neural networks and their application to business decisions.
• Experience working in an agile framework such as scrum or kanban.

If qualified, interested, and available (or know of somebody who is), please send an updated resume and compensation requirements for immediate consideration to bonnie.kutin@comcentric.com

Bonnie Kutin
Recruiter
Comcentric Inc.
bonnie.kutin@comcentric.com