ML Engineer

Job Description

We are looking for a well-rounded and passionate Software Engineer 2 to join our team in creating an amazing client experience. If you’re interested in working on all layers of a system from developing web applications to creating flexible and scalable data architectures with the latest technologies and tools, then Numerator is for you.

Responsibilities :

Work closely with Product staff, fellow engineers and managers to create new solutions to solve client use-cases. Take a task, get clarity as needed, and run with it to produce well-designed quality code.

Work with large-scale datasets to clean, preprocess, and transform data for training.

Implement and maintain automated model training, validation, and testing pipelines.

What we offer you :

Data that matters and that is shaping the impact of billion dollar brands.

Brillant, motivated and passionate colleagues with whom to spend your time.

An inclusive and collaborative company culture- we work in an open environment while working together to get things done, and adapt to the changing needs as they come.

Market competitive total compensation package.

Volunteer time off and charitable donation matching.

Regular hackathons to build your own projects and work with people across the entire company

Strong support for career growth, including mentorship programs, leadership training, access to conferences and employee resource groups.

What you bring :

Minimum 4 years of strong working experience in Python and relevant libraries (Pandas, Numpy, Scikit-learn, etc.)

Experience with PyTorch and / or Tensorflow.

Experience with creating predictive models using machine learning algorithms.

Strong fundamentals in NLP and computer vision, image processing and deep learning algorithms.

Familiarity with Large Language Models (LLMs) like GPT, BERT, etc.

Familiarity with vector databases and retrieval-augmented generation (RAG) is a bonus.

Knowledge of agile development process

Good English communication skills (written / verbal)

Experience with version control systems (Git etc.)

Experience with SQL databases.

Nice to Haves :

Working experience with FastAPI / Flask and React.

Understanding of SQLAlchemy ORM.

Understanding of using RESTFUL API’s

Familiarity with AWS.