Lead/Senior Machine Learning Engineer

4 days ago


Chennai, Tamil Nadu, India Getinz Full time

Designation : Senior / Lead Machine Learning Engineer

Experience Level : 4 to 6 years

Notice Period : Immediate to 30 days

Location : Chennai (work from office)

Must-Have Skills :


- Minimum 1 year of experience performing at least 3 out of the 7 responsibilities mentioned below.


- 4+ years of experience in artificial intelligence.


Areas of expertise in AI/ML :


- Deep learning for computer vision, including object detection, classification, recognition; document layout understanding tasks, OCR/ICR.


- Comprehensive understanding of the entire machine learning pipeline, spanning from data collection to model development to inferencing.


- Strong experience in MLOps for production :


1. Develop machine learning solutions for business problems, from prototypes to production-grade implementations, including :

- Researching state-of-the-art models and selecting the most suitable model(s) based on available data and business requirements.


- Designing a data flow integrating multiple models, rules, and preprocessing steps to deploy the solution.



- Building efficient microservices for scalable model serving and inferencing (considering latency, throughput, and resource utilization).



2. Rapidly prototype models and solutions.


3. Interact with customers by independently conducting demos of prototypes and proof-of-concepts for potential customers and stakeholders.

4. Stay updated and implement advancements in deep learning and machine learning technologies based on latest research papers.

5. Collaborate closely with application teams to transition prototypes into commercially viable products.

6. Independently manage end-to-end processes from data collection and preparation /annotation to validating outcomes.

7. Assist in defining and implementing machine learning development processes and infrastructure.


(ref:hirist.tech)

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