oracle
Senior Engineer - AI/ML
Coherent UK
Hyderabad, IND
Full-time
Senior · 3–5 years experience
Onsite
Discovered 1 weeks ago
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Key Skills for This Role
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Full Job Posting
Preferred Skills
- Experience with Bayesian optimization, reinforcement learning, multi-armed bandits, or constrained optimization applied to real-world systems.
- Experience with MLOps practices such as experiment tracking, model registry, model versioning, monitoring, drift detection, and retraining workflows.
- Experience with FastAPI, Docker, PostgreSQL, Elasticsearch, Airflow, MLflow, or similar production data and ML platforms.
- Familiarity with test automation or instrumentation interfaces, including oscilloscopes, DCA, BERT, optical power meters, source-measure units, or equivalent equipment.
- Knowledge of optical-transceiver test parameters such as extinction ratio, OMA, BER, TDECQ, equalization, bias control, and calibration workflows.
- Experience with statistical process control, yield analysis, correlation studies, and measurement-system analysis.
- Exposure to C#,.NET, LabVIEW, or integration with established test-execution frameworks.
- Working Conditions
- Primarily onsite role based in Hyderabad, with collaboration across global engineering and manufacturing locations.
- Flexibility to support meetings with teams in different time zones when required.
- 5 days working from office
- Ability to work with production and engineering test environments, subject to applicable site safety and access requirements.
- Culture Commitment
- Ensure adherence to company’s values (ICARE) in all aspects of your position at Coherent Corp.:
- I ntegrity – Create an Environment of Trust
- C ollaboration – Innovate Through the Sharing of Ideas
- A ccountability – Own the Process and the Outcome
- R espect – Recognize the Value in Everyone
- E nthusiasm – Find a Sense of Purpose in Work
- Coherent Corp. is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
- Finisar India (Subsidiary of Coherent Corp) is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to gender identity, sexual orientation, race, color, religion, national origin, disability, or any other characteristic protected by law.
- Experience working with time-series, sensor, measurement, manufacturing, test, or high-dimensional engineering data is strongly preferred.
Qualifications
- Bachelor’s or master’s degree in Computer Science, Electrical/Electronics Engineering, Applied Physics, Data Science, or a related discipline.
- 3–5 years of hands-on experience developing and deploying applied AI/ML solutions in an engineering, manufacturing, test, semiconductor, optics, industrial, or similar environment.
- Demonstrated experience delivering at least one ML solution beyond proof of concept, including integration, validation, and operational support.
- Experience in optical transceivers, semiconductor test, high-speed electronics, signal integrity, or hardware test automation is a strong advantage.
- Required Technical Skills
- Strong Python software-development skills, including clean, maintainable, testable, and production-oriented code.
- Hands-on experience with PyTorch, scikit-learn, XGBoost/LightGBM, or equivalent ML frameworks.
- Strong understanding of model development and evaluation: data preparation, feature engineering, cross-validation, metrics, bias/variance, model explainability, and error analysis.
- Experience with regression, classification, anomaly detection, and statistical analysis of engineering or manufacturing data.
- Experience building or consuming REST APIs and integrating ML components into larger software systems.
- Working knowledge of SQL and data-processing tools such as pandas, NumPy, and Parquet/CSV-based data pipelines.
- Familiarity with source control, code review, CI/CD, containerization, and Linux-based development environments.
- Strong problem-solving, communication, and cross-functional collaboration skills.
About Coherent UK
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