Machine Learning Engineer at Augment Jobs

Are you passionate about machine learning and looking to make a significant impact? Join our team at Augment Jobs as a Machine Learning Engineer and help us develop cutting-edge solutions to address complex business challenges.

Responsibilities

Job Description

• Algorithm Development: Design, develop, and implement machine learning algorithms and models. Collaborate with cross-functional teams to understand requirements, define objectives, and deliver solutions.
• Data Collection and Preprocessing: Collect, clean, and preprocess large volumes of data. Conduct exploratory data analysis (EDA) to identify patterns, trends, and anomalies.
• Feature Engineering: Extract and engineer relevant features to enhance model performance and predictive accuracy.
• Model Training and Evaluation: Train, validate, and optimize machine learning models. Utilize evaluation metrics and iteratively refine models for improved accuracy.
• Model Deployment: Deploy machine learning models into production, integrating them with existing systems. Monitor performance and implement necessary updates.
• Scalability and Efficiency: Develop scalable and efficient solutions for large-scale data processing and analysis.
• Collaboration and Communication: Work with data scientists, software engineers, and stakeholders. Effectively communicate technical concepts to non-technical audiences.
• Research and Innovation: Stay updated on the latest advancements in machine learning. Experiment with new techniques and conduct research to explore novel solutions.

Qualifications

• Education: Bachelor's degree or higher in computer science, engineering, mathematics, statistics, or a related field. Advanced degrees are preferred.
• Experience: 3-5 years of experience in machine learning engineering or data science with a proven track record of deploying solutions.
• Programming Skills: Proficiency in Python, R, or Julia. Experience with libraries and frameworks such as TensorFlow, PyTorch, scikit-learn, or Keras.
• Data Skills: Strong data manipulation and analysis skills. Familiarity with SQL, NoSQL, and big data technologies like Hadoop and Spark is a plus.
• Machine Learning Techniques: Solid understanding of algorithms, including supervised, unsupervised learning, deep learning, and reinforcement learning.
• Software Engineering: Knowledge of software engineering principles, including version control and Agile methodologies.
• Problem-Solving Skills: Strong analytical skills with the ability to develop and implement effective strategies for complex problems.
• Communication Skills: Excellent communication and interpersonal skills for effective collaboration with teams and stakeholders.

Join Augment Jobs and contribute to our innovative projects. Apply today to become a key player in our team as a Machine Learning Engineer.