Machine Learning Engineer

Coinbase; Bengaluru; Hybrid; INR 3,968,000 - 4,849,000; Full time

Job summary

Coinbase in Bengaluru is hiring an IC4 Machine Learning Engineer to evolve our conversational ecosystem. You will design and implement a unified orchestration layer coordinating vendor AI, internal multi-agent systems, and human participants.

You will develop production-grade Python services, drive ML projects from design to delivery, and collaborate across teams to build secure, scalable AI-enabled experiences that meet Coinbase standards for security and performance.

Qualifications

• 2+ years of professional experience in machine learning and software engineering with production ML services.
• Hands-on experience with modern AI architectures (LLMs, deep learning).
• Strong Python proficiency and ability to write clean, tested production code.
• Experience in NLP, information retrieval, computer vision, or statistical modeling.
• Ability to write design documents and communicate ML designs clearly to stakeholders.
• Responsible use of Generative AI with human oversight to improve efficiency, cost, and quality.

Responsibilities

• Build and improve the orchestration layer across vendor and internal LLM frameworks.
• Develop production-grade Python services bridging AI/ML with customer-facing products.
• Lead ML projects from design through delivery with technical trade-offs.
• Contribute to system design, coding standards, and best practices.
• Collaborate with engineers and stakeholders to build secure, scalable AI experiences.
• Participate in design reviews to ensure security, compliance, and performance.

Skills

ML engineering

Python

LLMs / deep learning

NLP / IR / statistics

Technical design docs

AI governance / responsible AI

Tools

LangGraph

LangSmith

Google ADK

Vertex AI

AWS Bedrock

Job description

Ready to do the most impactful work of your career? AtCoinbase, we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.”learn more about working at Coinbase.

The CX Intelligence team is part of Coinbase’s Enterprise Applications and Architecture org and builds the customer-facing and internal CX experiences that connect the Help Center, chatbots (CBCB), and agent workflows. The team owns the multi-agent platform that powers Coinbase chat, Help Center, and agent tooling, partnering closely with Conversation Design, CX, and engineering teams to deliver secure, compliant, and scalable AI-powered support. Our work helps customers get answers faster while enabling agents to resolve cases more effectively.

We are hiring an IC4 Machine Learning Engineer to help evolve our conversational ecosystem by building a seamless hybrid vendor-internal chatbot experience. You will contribute to the design and implementation of a unified orchestration layer that coordinates interactions between vendor AI, internal multi-agent systems, and human participants. This role is ideal for someone who enjoys solving complex ML systems problems, building reliable handoff logic across LLM frameworks, and shipping AI-enabled products that are measurable and scalable.

What you'll do:

• Build and improve the orchestration layer that manages state transitions, context sharing, and intent routing across vendor and internal LLM frameworks in a distributed conversational environment.
• Develop production-grade Python services that bridge advanced AI and ML capabilities with reliable customer-facing products.
• Drive well-scoped ML projects from design through delivery, balancing technical trade-offs and collaborating across teams.
• Contribute to system design, coding standards, and AI/ML development best practices across the team.
• Partner with engineers and cross-functional stakeholders to build secure, scalable, and high-performing AI-enabled experiences.
• Participate in design reviews and help ensure features meet Coinbase standards for security, compliance, and performance.

Required Skills and Experience:

• 2+ years of professional experience in machine learning and software engineering, with experience shipping production-grade ML services.
• Hands-on experience building with modern AI architectures such as LLMs and deep learning, and familiarity with tools such as LangGraph, LangSmith, Google ADK, Vertex AI, or AWS Bedrock.
• Strong proficiency in Python and the ability to write clean, maintainable, well-tested production code.
• Working knowledge in at least one domain such as NLP, information retrieval, computer vision, or statistical modeling.
• Ability to write technical design documents and communicate ML system designs clearly to cross-functional stakeholders.
• Uses generative AI responsibly, applying human oversight to deliver business-ready outputs and measurable improvements in efficiency, cost, and quality.

Pay Transparency Notice: The target annual base salary for this position can range as detailed below. Total compensation may also include equity and bonus eligibility and benefits (including medical, dental, and vision).

Annual base salary range (excluding equity and bonus):: ₹4,408,400 INR - ₹4,408,400 INR

• Application Limit: Candidates may submit a maximum of 3 applications within a 6-month period.
• Equal Opportunity Employer: Coinbase is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or genetic information. Applicants with criminal histories will be considered consistent with applicable federal, state, and local laws.
• US Applicants: View Employee Rights, Know Your Rights, and E-Verify Notice of Participation.
• Accommodations: If you are an individual with a disability who needs a reasonable accommodation, email us your request and contact info at accommodations[at]coinbase.com.Need screen reading technology? Click here to download a free compatible screen reader and view thetutorial.
• Data Privacy & Arbitration: By submitting your application, you agree to our Candidate Privacy Notice. US applicants: By submitting your application, you agree to Arbitration of Disputes.