Machine Learning Engineer
4 weeks ago
The Fitch Group Emerging Technology group is seeking a Senior/Lead Machine Learning Engineer to be part of a team dedicated to building and supporting Generative AI, Machine Learning, and Data Science solutions across the organization.
Key Responsibilities:- Collaborate with product squads to design, develop, and deploy GenAI and data science solutions.
- Communicate advanced data science/ML concepts to business stakeholders, focusing on their applicability to Fitch business.
- Develop and deploy machine learning and Gen AI solutions to meet enterprise goals and support experimentation and innovation.
- Work with data scientists to identify innovative machine learning and Gen AI solutions that leverage data to meet business goals.
- Design and develop scalable solutions and ML workflows that leverage machine learning, Gen AI, and deep learning models to meet enterprise requirements.
- Participate in maintaining SLAs for Production applications and support. Create metrics to continuously evaluate the performance of machine learning solutions and improve the performance of existing machine learning solutions.
- Build with AWS and Azure cloud computing services providing the necessary infrastructure, resources, and interfaces to enable data loading and LLM workflows.
- Use Python/Java and large-scale data workflow orchestration platforms e.g. Airflow to construct software artifacts for ETL, interfacing with diverse data formats and storage technologies, and incorporate them into robust data workflows and dynamic systems.
- Strong work experience as a ML engineer or data scientist (5+ years).
- Prior experience developing production quality Python and/or Java code is essential.
- High level of proficiency in machine learning and deep learning algorithms such as multi-class classifications, decision trees, support vector machines.
- Strong adherence to software and ML development fundamentals (e.g. code quality considerations, automated testing, source version control, optimization).
- Prior experience working on building Gen AI frameworks and leveraging and/or fine-tuning LLMs.
- Experience building/enhancing search and information retrieval systems.
- Exposure/experience in containerization technologies like Docker, Kubernetes, AWS EKS, etc.
- Knowledge of popular Cloud computing vendor (AWS and Azure) infrastructure & services e.g. AWS Bedrock, AWS S3, AWS SageMaker, Azure AI search, Azure OpenAI, Azure blob storage, etc.
- Master's degree or above in Machine Learning/Data Science, Computer Science, Applied Mathematics, or otherwise research-based field.
- A champion of good code quality and architectural practices.
- A passionate team dedicated to building incredible things at Fitch.
- A good work-life balance and excellent work culture.
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