[Remote] Machine Learning Engineer
Note: The job is a remote job and is open to candidates in USA. Innovatech Staffing is seeking a Machine Learning Engineer to build and deploy scalable analytical and data science systems. The role focuses on developing production-ready AI applications, evaluating and fine-tuning models and prompts, analyzing results, documenting projects, and collaborating across teams to integrate and test solutions.
Responsibilities
- Builds and deploys scalable analytical systems
- Develops data science proof-of-concept models into production-ready applications. Follows industry standard principles on software development
- Builds data science applications related to text-based search, and audio & video recordings
- Uses statistical modeling or A/B testing approaches to evaluate algorithmic improvements to model
- Executes on technical roadmap for data science products
- Performs systems analysis, interprets the findings from it and explains the finding to business audience to improve products such as revenue management system, and paid search bidding system
- Documents assigned aspects of projects including business objectives, data gathering and processing, leading approaches, final algorithm, detailed set of results and analytical metrics
- Develop and optimize prompts for large language models (LLMs), evaluate and fine-tune AI models to achieve desired outcomes for specific business applications
- Collaborate with various teams to integrate and test data science and AI applications
Skills
- Proven analytical skills with data driven decision-making skills
- Ability to manage large data sets, develop data pipelines
- SQL programming skills
- Python or R programming skills
- Knowledge of vector databases, embedding models, LLM endpoints
- Team player with excellent collaboration skills
- Highly motivated and high level of energy and enthusiasm
- Prior experience with cloud technologies will be a plus
Company Overview