Machine Learning Engineer

We at Pine Labs are looking for those who share our core belief - Every Day is Game day. We bring our best selves to work each day to realize our mission of enriching the world through the power of digital commerce and financial services.

Role Purpose

We are seeking a dynamic AI/ML specialist experienced in the fintech domain, who will lead the development and implementation of machine-learning strategies. This role involves collaborating with cross-functional teams to identify and prioritise AI initiatives, building data pipelines and inference scripts, establishing CI/CD workflows for MLOps/DevOps, and guiding tool and technology choices. The ideal candidate will have a strong background across deep learning, NLP, computer vision, recommender systems, reinforcement learning, and large language models, and be skilled at communicating complex concepts clearly to both technical and non-technical audiences.

Responsibilities We Entrust You With

• Develop and implement AI and machine learning strategies for fintech domains.
• Collaborate with cross-functional teams to identify and prioritize AI and machine learning initiatives
• Develop and run pipelines for data ingress and model output egress
• Develop and run scripts for ML model inference
• Design, implement, and maintain CI/CD pipelines for MLOps and DevOps functions
• Provide guidance on the best use of specific tools or technologies to achieve desired results
• Create documentation for infrastructure design and deployment procedures
• Utilize AI/ML frameworks and tools
• Apply expertise in various AI/ML techniques, including deep learning, NLP, computer vision, recommender systems, reinforcement learning, and large language models
• Communicate complex AI/ML concepts and results to technical and non-technical audiences effectively.

What Matters In This Role

• Bachelor's degree or higher in computer science engineering
• 5+ years of experience in Software Engineering, AI/ML engineering or related fields
• Experience in developing solutions in the NLP space and relevant projects
• Hands-on experience in AI and drive the development of innovative AI and machine learning solutions
• Experience with DevOps and CI/CD tools and practices, such as Git, Jenkins, Docker, Kubernetes, etc.
• Experience with using and deploying LLMs
• Familiarity with both open-source and OpenAI LLMs and RAG architecture
• Familiarity with UI tools like Streamlit, Flask, FAST APIs, Rest APIs, Docker containers
• Understanding of common NLP tasks such as text classification, entity recognition, entity extraction, and question answering
• Proficient in Python and Familiarity with python tools for data processing
• Proven ability to develop and deploy data pipelines, machine learning models, or applications on cloud platforms (GCP, AWS and Azure)
• Proven excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify root causes, and recommend solutions.

Things You Should Be Comfortable With

• Working from office: 5 days a week ( Sector 62, Noida)
• Pushing the boundaries: Have a big idea? See something that you feel we should do but haven’t done? We will hustle hard to make it happen. We encourage out of the box thinking, and if you bring that with you, we will make sure you get a bag that fits all the energy you bring along.

What We Value In Our People

• You take the shot: You Decide Fast and You Deliver Right
• You are the CEO of what you do: you show ownership and make things happen
• You own tomorrow: by building solutions for the merchants and doing the right thing
• You sign your work like an artist: You seek to learn and take pride in the work you do