Machine Learning Engineer
Tata Consultancy Services
Date: 16 hours ago
City: Napa, CA
Salary:
$90,000
-
$140,000
per year
Contract type: Full time
Job Description
Develop and deploy machine learning models that process and analyze IoT (Internet of Things) signal data.
Work with large-scale sensor data from connected devices to build predictive models, anomaly detection systems, and real-time decision-making algorithms. The ideal candidate should have a strong background in signal processing, deep learning, edge AI, time-series analysis, and ML model deployment in IoT environments.
Investigate state-of-the-art ML/DL techniques analysis.
Develop novel approaches for unsupervised/semi-supervised learning in low-label IoT environments.
Explore federated learning, continual learning, and reinforcement learning for adaptive IoT systems.
Proficiency in Python, TensorFlow/PyTorch, and scikit-learn.
Experience with signal processing libraries (SciPy, librosa, PyWavelets).
Familiarity with IoT protocols (MQTT, CoAP) and edge computing.
Base Salary Range: $90,000 - $140,000 per annum
TCS Employee Benefits Summary
Discretionary Annual Incentive.
Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
Family Support: Maternal & Parental Leaves.
Insurance Options: Auto & Home Insurance, Identity Theft Protection.
Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
Time Off: Vacation, Time Off, Sick Leave & Holidays.
Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Qualifications: BACHELOR OF COMPUTER SCIENCE
Develop and deploy machine learning models that process and analyze IoT (Internet of Things) signal data.
Work with large-scale sensor data from connected devices to build predictive models, anomaly detection systems, and real-time decision-making algorithms. The ideal candidate should have a strong background in signal processing, deep learning, edge AI, time-series analysis, and ML model deployment in IoT environments.
Investigate state-of-the-art ML/DL techniques analysis.
Develop novel approaches for unsupervised/semi-supervised learning in low-label IoT environments.
Explore federated learning, continual learning, and reinforcement learning for adaptive IoT systems.
Proficiency in Python, TensorFlow/PyTorch, and scikit-learn.
Experience with signal processing libraries (SciPy, librosa, PyWavelets).
Familiarity with IoT protocols (MQTT, CoAP) and edge computing.
Base Salary Range: $90,000 - $140,000 per annum
TCS Employee Benefits Summary
Discretionary Annual Incentive.
Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
Family Support: Maternal & Parental Leaves.
Insurance Options: Auto & Home Insurance, Identity Theft Protection.
Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
Time Off: Vacation, Time Off, Sick Leave & Holidays.
Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.
Qualifications: BACHELOR OF COMPUTER SCIENCE
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