- Develop, support and enhance orchestration logic and message flows needed to operationalize AIML models including processes involved in on-going model training. Serving and monitoring
- Develop, support and enhance micro-services in python, including services that encapsulate ML models and LLM agents
- Develop, support and enhance feature extraction pipelines to make features available for ML model training and evaluation
- Perform on-going troubleshooting and tuning of existing models
- Create and maintain scripts for configuration management, CI/CD
- Bachelor's Degree or equivalent industry experience
- 2+ years experience working with production level Python code OR equivalent coursework/certifications
- Hands on experience writing clean Python code
- Understanding of Python best practices and common frameworks for unit testing, code quality, packaging and deployment
- Exposure to working with python data and ML libraries such as pandas Keras, Tensorflow, pyTorch in a production environment
- Experience with one or more Python web-service and web development frameworks like FastAPI, Flask
- Exposure to Azure cloud or equivalent
- Bilingual in English/Spanish
- Ability to interact with internal/external clients/customers in a professional manner
- Self-motivated and able to work both independently and in conjunction with team members and product groups
- Enthusiasm and flexibility to work on a variety of projects is necessary, as well as the ability to rapidly acquire new domain familiarity
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Jr Engineer - San Jose, Costa Rica - Datasite
Descripción
Job Description:
We're looking for a Junior AIML Engineer to join our team in Heredia, Costa Rica. This position helps maintain high availability and optimal performance of AIML models, related libraries/services and assists in bringing new models to production. This individual uses their passion for learning to understand, debug and enhance AI models, libraries and consuming services. This is a hybrid role; minimum 1 day per week in our Heredia office with potential for more.Summary:
At Datasite we are transforming the way companies do Mergers and Acquisitions (M&A). We have the industry leading M&A platform: Datasite that is built on modern micro-services based architecture. We are looking for talented engineer to join our R&D team to build NLP and ML based solutions to deliver intelligent features in our products.
As a JuniorAIML engineer you will be responsible for supporting, enhancing and developing API/SDKs to serve AIML models, pipelines to extract features needed for model training, notebooks/scripts for model training and batch prediction. You will be responsible for developing, supporting and enhancing scalable, high performance micro-services that use trained AI models, LLM agents and algorithms. You will also help maintain and enhance foundational processes, infrastructure, internal metrics & reports for operationalizing ML flows and pipelines. You will work with a talented team of data scientists, engineers, and product managers to bring AI enabled features to market.
Essential Duties and Responsibilities:
Qualifications:
Additional Requirements:
As a global organization, Datasite knows that diverse perspectives are essential to our success. We're committed to maintaining a diverse workforce to serve our customers around the world. Datasite is an equal opportunity employer (EEO) and furthers the principles of EEO through Affirmative Action.
