Tracera is looking to solve the problem of making Sustainability (Environmental, Social, and Governance) data collection and reporting easy, efficient, and enjoyable for sustainability teams.
Requirements
- Research or relevant coursework in Machine Learning (required)
- Proficiency in Python (required) and associated machine learning tools and libraries (required).
- Practical, hands-on experience with transformer models (e.g., BERT, GPT, et) and an understanding of attention mechanisms, transfer learning, and fine-tuning (required).
- Experience fine-tuning Hugging Face models (required)
- Hands-on experience with Retrieval-Augmented Generation (RAG) techniques.
- Experience with large scale clustering algorithms
- Bonus: Experience deploying Machine Learning tools and services on AWS.
Responsibilities
- Utilize your major in computer science specifically in machine learning to work on ongoing experimental initiatives, these include
- Pattern recognition and extraction from unstructured data, including pdf documents, tabular data, strategy decks, and images.
- Model design, fine‑tuning, clustering, evaluation, active‑learning loop
- Training ML models with internal policy document to tag and surface relevant data
- Researching and improving vector embedding models
- Collaborate with the product and engineering teams to come up with a roadmap to implementation of solutions into the product.
- Stay updated with the latest advancements in machine learning and related fields to incorporate cutting-edge techniques into your research.
Other
- Strong academic background with a degree (ideally working towards your master's or Ph.D.) in a related field, such as computer science, machine learning, artificial intelligence, or a related discipline (required)
- Demonstrated ability to work autonomously and in a fast-paced environment.
- Excellent problem-solving skills and ability to think analytically.
- Strong communication skills to effectively convey complex concepts to technical and non-technical stakeholders.
- In-person work in NY/NJ required
