ML ENGINEER II
TE Connectivity2 months ago
Bengaluru, IndiaMid Level
Responsibilities
- Collect, clean, validate, and preprocess structured and unstructured datasets from engineering systems, databases, and operational tools.
- Conduct exploratory data analysis to identify patterns, correlations, data quality issues, and anomalies.
- Implement regression, classification, clustering, and anomaly detection algorithms, including feature engineering and model training workflows.
- Evaluate model performance using statistical and machine learning metrics.
- Assist with deploying machine learning models into production systems and integrating them with engineering tools, APIs, and data pipelines.
- Monitor deployed models for accuracy and performance degradation and support retraining when data drift occurs.
- Collaborate with data scientists, software engineers, and cross-functional engineering teams.
Requirements
- Bachelor’s degree with 4+ years, Master’s degree with 3 years, or PhD with 1 year of experience in Computer Science, Data Science, Software Engineering, Electrical Engineering, or a related technical discipline.
- Programming experience in R or Python.
- Experience with PyTorch, TensorFlow, or scikit-learn.
- Experience with pandas or NumPy.
- Familiarity with data pipelines, model evaluation, and machine learning experimentation.
- Knowledge of software development practices, including version control and testing.
- Strong analytical, problem-solving, communication, and collaboration skills.
- Ability to travel occasionally, up to 10 percent, for team meetings or training.
Categories
About TE Connectivity
TE Connectivity designs and manufactures connectors, sensors, and interconnect systems used by automotive, industrial, energy, aerospace, data center, and medical OEMs. It sells these components and related engineering services to equipment makers and system integrators worldwide, supporting applications from e-mobility and factory automation to communications infrastructure. The company is publicly traded as TE Connectivity plc (NYSE: TEL) and was previously known as Tyco Electronics after its 2007 separation from Tyco International.