Junior ML Engineer

Company: Mad Devs LLC
Location: Washington
Posted on: November 11, 2024

Job Description:

We are currently engaged in a B2B project in which we are actively developing a product with a broad user base. This project is headquartered in Washington, DC. We have the privilege of working closely with a team of highly skilled professionals, including designers, sales managers, and business analysts.About usMad Devs is a full-stack team specializing in developing and administering large-scale IT products across diverse industries. Many of our products operate in Europe, the USA, and countries across Southeast Asia. We are passionate about tackling complex challenges and delivering innovative solutions that make a meaningful impact globally.Responsibilities:

• Develop and implement machine learning algorithms
• Transfer machine learning models from development to real-world application
• Compare different approaches to solve complex business problems
• Collaborate with customers to identify their problems and opportunities for solving them using machine learning tools
• Develop algorithms for recommendation and ranking systems
• Keep models and instructions for language models up to date
• Minimum 1 year of commercial experience with NLP and LLMs
• Familiar with technologies: Python, SQL, Pandas, Django, Pydantic, SQLAlchemy, Sklearn, PyTorch, Transformers, Git, BitBucket, CI / CD, Docker, OpenAI API, Airflow, BigQuery
• Knowledge of basic machine learning algorithms and metrics
• Experience implementing machine learning models in a production environment
• Familiarity with software development and delivery processes. Understand the key steps involved
• Can generate clear and achievable goals for machine learning tasks/projects
• Experience working with big data and systems to process it
• Know how to use data analysis to identify insights and patterns that can help solve business problemsIt will be a plus:
• Experience in applying hyperparametric optimization techniques to improve model performance
• Ability to monitor models in production
• Experience in the full ML model delivery cycle: from data collection to delivery to production and continuing support; understanding of the technical background of deliveriesWhy Join usAt Mad Devs, you're not just an employee - you're part of a team that creates innovative solutions and drives technological change. We value bold ideas, support each other, and are always growing. If you want to work at a place where your voice is heard, where there's no boring work, and where real growth and challenges await - welcome to Mad Devs! Here, you'll find more than just a job. We're excited to see your application!Remote-first cultureLong-term projectsSalary in dollarsProfessional communitiesOnsite business tripsPaid conferencesTell us about yourselfYour namePhone NumberEmailFile containing resumeLink to LinkedIn* By submitting your application, you consent to the storage of your CV in our database of candidates. If we have another vacancy that suits you, we may contact you.
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Keywords: Mad Devs LLC, Baltimore , Junior ML Engineer, Engineering , Washington, Maryland