Machine Learning Engineer

ProGineer Technologies is a leading outsourcing company that provides a multitude of Software Services spanning the complete software development cycle.

• Taking part in the development of cutting-edge predictive maintenance models by leveraging various Machine Learning approaches.
• Be responsible for the entire algorithmic life-cycle - from models training, evaluation, and fine-tuning to implementation in production, monitoring and maintenance.
• Building and maintaining the CI/CD.
• Model Monitoring – detects data and concept drifts in the data in real-time and retrains new models to maximize performance.
• Bring new ideas, take ownership, and bring them to production, end to end.

• B.Sc. in Computer Engineering, Statistics, Computer Science or equivalent.
• 5+ years of hands-on experience in Python
• 3+ years of experience with server-side technologies such as Node.js/Java/etc.
• Proven Experience in Model Monitoring.
• Experience with Supervised and Unsupervised Learning.
• Proven experience in implementing Machine Learning algorithms and building applications in production.
• Solid Git knowledge – Bit-bucket or GitHub
• Experience in planning and implementing CI/CD
• Experience with Flow/pipeline ML Frameworks such as AirFlow, MLFlow, KubeFlow
• Experience in cloud computation (preferably Azure).
• Solid Experience with Docker (Linux)- image creation and container orchestration
• Experience with serverless functions.

Bonus:

• Experience with Edge devices orchestration – running our analytics on the edge device using tiny ML frameworks – an advantage
• Familiar with Databases - Redis, Influx, MySQL – an advantage