Machine Learning Engineer - Vice President

At CDAO (Chief Data Analytics Office), we drive our firm's strategic investments in AI/ML and data-oriented tools and capabilities.

Our Platform Engineering team is at the forefront of building innovative platforms, automating infrastructure operations, and enabling Agentic-based AIOps platforms.

Our mission is to enhance scalability, security, and reliability for CDAO-hosted managed services.

As a Machine Learning Engineer within our platform operations team, you will be tasked with the design, construction, and maintenance of our AIOps solution.

This role demands a profound knowledge of AI/ML technologies, IT infrastructure, and platform engineering.

Job Responsibilities:


* Design, develop, and maintain software applications with integrated AI/ML capabilities with a key focus on AIOps.


* Collaborate with cross-functional teams to gather and analyze requirements, translating them into technical solutions.


* Develop and implement software architecture and design patterns to ensure scalability and performance.


* Write clean, maintainable, and efficient code in one or more general-purpose programming languages: Python, Java, C, C++, Go.


* Implement and manage data pipelines to preprocess and transform data for AI/ML models.


* Integrate AI/ML models into software applications and ensure seamless deployment into production environments.


* Optimize software applications for performance, reliability, and scalability.


* Conduct code reviews and provide technical guidance to junior developers.


* Stay up-to-date with the latest advancements in software engineering and AI/ML technologies.


* Ensure adherence to software development best practices, including agile and lean methodologies.


* Apply SRE principles to enhance system reliability, performance, and availability.

Implement monitoring and alerting solutions to proactively identify and resolve issues.

Required Qualifications, Capabilities, and Skills:


* Bachelor's degree in Computer Science or equivalent practical experience.


* 7+ years of experience as a software developer with a focus on integrating AI/ML solutions.


* Strong programming skills in Python, with experience in developing and maintaining production-level code.


* Hands on experience of Large Language Model (LLM) techniques, including Agents, Planning, Reasoning, and other related methods.


* In-depth experience with /Ranking, Recommender systems, RAG (Similarity Search), Agent systems, and other advanced methodologies.


* Experience with application architecture and design patterns.


* Proficiency in working with large datasets and data preprocessing.


* Solid understanding of AI/ML algorithms and techniques, including deep learning and natural language processing.


* Familiarity with AI/ML libraries and frameworks, such as TensorFlow, PyTorch, scikit-learn, and Keras.


* Experience with cloud platforms, such as AWS or Azure, for deploy...