Here are some of the exciting day-to-day challenges you will face in this role:
- Collaborate with data scientists, ML engineers, and data engineers to design and implement scalable and reliable ML pipelines.
- Automate the end-to-end ML lifecycle, including data ingestion, model training, evaluation, deployment, and monitoring.
- Develop and maintain CI/CD pipelines for ML models to ensure seamless integration and deployment.
- Monitor and optimize the performance of deployed models, ensuring they meet business requirements and performance standards.
- Implement best practices for version control, reproducibility, and documentation of ML experiments.
- Troubleshoot and resolve issues related to ML model deployment and performance.
- Stay current with the latest advancements in ML Ops tools and technologies.
You will shine if you have:
- A bachelor’s degree in computer science, information systems, related field, or equivalent work experience.
- Proven experience in ML Ops, DevOps, or related roles.
- Experience with big data technologies such as Hadoop and Spark.
- Experience with ML frameworks (e.g., TensorFlow, xgboost, sklearn) and ML Ops tools
- Familiarity with AWS and containerization technologies
- Strong programming skills in Python, Java, Scala, or Go.
- Excellent problem-solving skills and attention to detail.
- Excellent communication and interpersonal skills, with the ability to collaborate effectively across different departments.
- Experience working with Atlassian Jira, Confluence, and Bitbucket
- Self-motivated and able to work independently and in a team environment.
- Flexibility to adapt to changing priorities and handle multiple tasks simultaneously.
- Strong sense of personal responsibility and accountability, delivering excellent work both at a team level and individual level
What we offer:
- Salary in USD
- Flexible schedule (within US Time zones)
- 100% Remote
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