# Machine Learning Engineer

**Company:** [Two Dots](https://hotfix.jobs/companies/two-dots)
**Location:** San Francisco, CA
**Role:** ML Engineering
**Salary:** $150k – $250k/yr
**Experience:** 3+ years
**Skills:** Python, PyTorch, Machine Learning, LLMs, Named Entity Recognition, Active Learning, Human-In-The-Loop, Data Analysis
**Posted:** 2025-01-03

> Designs, develops, and deploys ML models focused on fine-tuning multimodal LLMs for fraud detection and application automation in financial profiles. Requires 3+ years experience with Python, PyTorch, and expertise in information extraction from financial documents.

## Job Description

## Key Responsibilities
- Work autonomously to design, develop and deploy machine learning models
- Analyze large datasets to uncover insights and trends that inform product development and personalized customer experiences
- Continuously monitor and improve the performance of deployed models, ensuring they meet business objectives and scalability requirements
- Stay up to date with the latest advancements in machine learning, AI, data science and engineering, and apply this knowledge to improve our products and services

## Desirable Traits
- 3+ years of experience in a Machine Learning or Data Engineering role, with a strong proficiency in **Python** and ML frameworks like **PyTorch** required
- Proven ability to improve models for key information extraction, including named entity recognition and matching, and financial document classification
- Experience with active learning, HITL driven workflows; working with large labeling and quality teams is a plus
- Strong problem solving skills, with the ability to think critically and creatively
- Excellent communication and interpersonal skills, capable of explaining complex operational information in an understandable way
- A proactive, curious mindset with a relentless pursuit of excellence and innovation in tackling complex problems

## Compensation
- Competitive salary, comprehensive equity package, and substantial benefits
- Base salary range: $175k - $250k+ per year (in addition to a large equity package and full benefits)

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**Canonical:** https://hotfix.jobs/jobs/8b2b3fc6-1aca-4b8d-9807-0fdd19663366