Jr AI.ML Engineer
CRI - San Jose
Datasite
Datasite virtual data rooms (VDRs) help dealmakers around the world close more deals faster.Datasite is where deals are made. We provide the data rooms and SaaS technology used in M&A and other high-value transactions, to deliver projects in more than 170 countries. Carrying that success into the future is all about you. Your useful skills, your unusual experience, your unique ideas. Everyone here brings something unexpected. What’s yours? Invest your talents in us, and we’ll return the compliment.
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 role is a hybrid role. Expectation is occasional (currently 1x a week) in office with flex scheduling and split-time available to avoid traffic. Datasite is willing to be flexible with employees to find the best solution for collaboration and work-life balance.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 Junior AIML 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:
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
Qualifications:
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
Additional Requirements:
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
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture Azure CI/CD FastAPI Flask Keras LLMs Machine Learning ML models Model training NLP Pandas Pipelines Python PyTorch R R&D TensorFlow Testing
Perks/benefits: Flex hours
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