MACHINE LEARNING ENGINEER
Salary undisclosed
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Job Overview
The Machine Learning Engineer plays a critical role in advancing the technological capabilities of the IT/BPO company, focusing on leveraging machine learning (ML) and artificial intelligence (AI) to drive business solutions and innovation.
Responsibilities
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The Machine Learning Engineer plays a critical role in advancing the technological capabilities of the IT/BPO company, focusing on leveraging machine learning (ML) and artificial intelligence (AI) to drive business solutions and innovation.
Responsibilities
- Machine Learning Model Development:
- Design and build machine learning systems to address complex problems.
- Develop custom data models and algorithms.
- Apply machine learning, neural networks, and other computational techniques to extract insights from large datasets.
- Data Analysis and Processing:
- Collect, analyze, and interpret raw data from various sources.
- Clean and validate data to ensure accuracy, completeness, and uniformity.
- Develop and implement data collection systems and other strategies to optimize statistical efficiency and data quality.
- Algorithm Implementation and Testing:
- Implement new or enhanced software algorithms to improve operational efficiency.
- Test and deploy models and algorithms.
- Validate model and algorithm effectiveness through testing and performance monitoring.
- Research and Innovation:
- Stay abreast of developments in machine learning and AI.
- Conduct ongoing research to improve existing machine learning models and explore new methods and techniques.
- Participate in professional conferences and workshops.
- Collaboration and Communication:
- Collaborate with IT and business teams to understand company needs and devise possible solutions.
- Communicate complex machine learning concepts to non-technical stakeholders.
- Prepare reports and present results to management and other teams.
- Project Management:
- Lead machine learning project planning and execution.
- Monitor project progress and address any issues that arise.
- Act as a liaison between the technical and business units of the company.
- Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, or a related field.
- Proven experience as a Machine Learning Engineer or similar role.
- Strong knowledge of machine learning frameworks (like Keras or TensorFlow) and libraries (like scikit-learn).
- Experience with programming languages such as Python, R, or Java.
- Familiarity with cloud services (AWS, GCP, Azure) and machine learning deployment pipelines.
- Excellent analytical and problem-solving abilities.
- Strong communication and teamwork skills.
- At least a year of experience in a similar role
- High-level client presentation skills
- Exceptional customer-facing skills
- Exceptional written and verbal communication skills
- Proficient in all Microsoft Office applications
- Ability to work in a fast-paced environment
- Excellent analytical, problem-solving, and management skills
- Detail-oriented
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