Machine Learning Engineer

About Us:

At LightBeam, we are working on a next-gen AI-based Privacy platform. We are looking for a passionate Machine learning Engineer to help us build the platform. Do you wish to challenge and apply state-of-the-art machine learning models to solve privacy problems? Come join us!

About the Role:

We are looking for a Machine Learning Engineer with solid prior experience to join us! As a Machine learning Engineer, you will be responsible for implementing cutting-edge deep learning, NLP, and computer vision models and deploying them for production.

Responsibilities:

• Define the requirements of machine learning projects like data and metrics.
• Deploy ML models to production.
• Collaborate closely with PM and other team members to develop ML-based features.
• Own and deliver the projects within given deadlines. Participate in other feature development design and code reviews.
• Monitor the effectiveness of all implemented AI/ML solutions and recommend/implement the needed revisions to enhance their efficiencies and operations.

Requirements:

• 2+ years of experience in deep learning, NLP, and computer vision.
• Proficient in python and deep learning frameworks like Pytorch or Tensorflow.
• Ability to quickly read and understand cutting-edge papers in related fields.
• Experience in applying transformers or SpaCy to solve real-world problems.
• Experience in tracking ML experiments and metrics and explaining it to stakeholders.
• Ability to iterate through ML experiments quickly.
• Working knowledge of Kubernetes, cloud environments, and Docker.

Bonus Qualifications:

• Experience with active learning & weak supervision.
• Having a track record of researching topics of information extraction/document understanding.