Machine Learning Engineer

Objectives of this role

Design and develop machine learning algorithms and deep learning applications and systems for Inturai

• Solve complex problems with real time digital signal data processing (DSP), and optimize existing machine learning libraries and frameworks.
• Collaborate with product, data scientists, architects, engineers, and SME in integrating and deploying models in production systems.
• Identify differences in data distribution, operating environment that could potentially affect model performance in real-world applications.
• Test and Ensure algorithms generate predictable outcomes.
• Stay up to date with developments in the machine learning industry

Responsibilities

• Study and transform DSP, data science prototypes and apply appropriate machine learning algorithms and tools to create ML models.
• Run machine learning tests and experiments, and document findings and results
• Train/retrain, and monitor machine learning systems and models as needed
• Construct optimized data pipelines to feed machine learning models
• Consult with managers, SMEs to determine and refine machine learning objectives
• Extend existing machine learning libraries and frameworks

Skills and qualifications

• Computer programming skills together with understanding of Signal Processing (RF and WiFi Channel State Information).
• Good math with a deep understanding of probability, statistics, and ML algorithms.
• In-depth knowledge of machine learning frameworks based on like Keras/Tensorflow/SenseFi/PyTorch.
• Experience in working with RF/WiFi enabled SBC hardware.
• Familiarity with data structures, data modeling, and software architecture
• Impeccable analytical and problem-solving skills
• Excellent time management and organizational skills
• Desire to learn

Preferred qualifications

Bachelors degree (or equivalent) in Electronics, Computer Science, or related field.

Proven experience as a machine learning engineer or similar role

Experience with Tensor, Python, Java, and R based implementations

Experience with Digital signal processing

Experience in building and consuming APIs

Excellent communication and collaboration skills

General knowledge of building machine learning systems

Innovative mind with a passion for continuous learning