As a Machine Learning Engineer, you will be responsible for designing, developing, and implementing cutting-edge machine learning models and algorithms. You will work closely with a cross-functional team of data scientists, software engineers, and product managers to solve complex business problems, improve existing models, and explore new opportunities using machine learning techniques.

Key responsibilities:

Collaborate with data scientists to understand business requirements and translate them into machine learning solutions
Design and develop machine learning models and algorithms using various techniques such as deep learning, natural language processing, and statistical modeling
Optimize and fine-tune models to improve performance and accuracy
Develop data preprocessing pipelines and feature engineering techniques
Work with large-scale, diverse data sets to extract valuable insights
Deploy machine learning models into production systems
Monitor model performance and make continuous improvements
Stay up-to-date with the latest advancements and trends in machine learning and artificial intelligence

Requirements

Requirements:

Bachelor's or Master's degree in Computer Science, Machine Learning, Statistics, or a related field
2+ years of experience working as a Machine Learning Engineer or a similar role
Strong programming skills in languages such as Python or Java
Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn
Solid understanding of machine learning algorithms and techniques
Experience with data preprocessing, feature engineering, and data visualization
Knowledge of cloud platforms and technologies such as AWS or Google Cloud
Good understanding of software engineering principles and best practices
Excellent problem-solving and analytical skills
Strong communication and collaboration abilities to work effectively in a team environment

TECHNICAL REQUIREMENTS:

Strong Python background with Data Science and ML Operations
Experience with Flask, Fast API, Docker/Kubernetes
RESTful API - OpenAPI and Swagger
Familiarity with Kubernetes
MongoDB
Background with MEAN/MERN microservices as over 1,000 Microservices innovations are in production
Angular, Node

HummingBirds Consulting LLC - now doing Business as HummingBirds Innovation

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Machine Learning Engineer