Machine Learning Engineer
4 weeks ago
The Machine Learning Engineer - Federal role at Scale AI involves bringing cutting-edge techniques in computer vision, deep learning, and natural language processing into a production environment to enhance our products and customer experience.
As a research engineer, you will leverage our unique access to massive datasets to deliver improvements to our customers.
We are building a large hybrid human-machine system in service of ML pipelines for Federal Government customers. You will be responsible for taking state-of-the-art models developed internally and from the community, using them in production to solve problems for our customers and taskers.
Key Responsibilities:
- Take models currently in production, identify areas for improvement, improve them using retraining and hyperparameter searches, then deploy without regressing on core model characteristics
- Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines
- Work with massive datasets to develop both generic models as well as fine-tune models for specific products
- Build the scalable ML platform to automate our ML service
- Be a representative for how to apply machine learning and related techniques throughout the engineering and product organization
- Be able, and willing, to multi-task and learn new technologies quickly
Requirements:
- Extensive experience using computer vision, deep learning, and deep reinforcement learning, or natural language processing in a production environment
- Solid background in algorithms, data structures, and object-oriented programming
- Strong programming skills in Python or JavaScript, experience in TensorFlow or PyTorch
Preferred Qualifications:
- Graduate degree in Computer Science, Machine Learning, or Artificial Intelligence specialization
- Experience working with cloud technology stack (e.g. AWS or GCP) and developing machine learning models in a cloud environment
- Experience with generative AI models
Compensation and Benefits:
Scale AI offers a competitive compensation package, including base salary, equity, and benefits. The salary range for this role is $224,400 - $293,250 per year, depending on location and experience.
We are an equal opportunity employer and welcome applications from diverse candidates. Please note that we comply with the United States Department of Labor's Pay Transparency provision.
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