[Remote] Applied Scientist II at Motive

India

Motive Logo
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Transportation and Logistics, Construction, Energy, Field Service, Manufacturing, Food & Agriculture, Food and Beverage, Retail, Public Sector, Fleet Management, SafetyIndustries

Requirements

Candidates must possess a Bachelor's or Master's degree in a quantitative field such as Computer Science, AI, Mathematics, or Statistics. A minimum of 4 years of experience in deep learning, machine learning, or applied AI is required, along with proficiency in Python (TensorFlow, PyTorch, NumPy, Pandas) and strong SQL skills for handling large datasets. Knowledge of transformer models, LLMs, and multimodal AI is essential, as is experience deploying ML models on cloud platforms (AWS, GCP, Azure). A solid understanding of probability, statistics, and optimization techniques is necessary, along with the ability to translate business problems into scientific solutions and communicate technical findings effectively.

Responsibilities

The Applied Scientist will develop, train, and optimize deep learning models, including LLMs and multimodal AI, for safety and fleet operations. This role involves designing and implementing large-scale ML pipelines for data processing, feature engineering, model training, and real-time inference using vision, telematics, and sensor data. Responsibilities include fine-tuning and distilling large models for efficient deployment, collaborating with engineering teams to deploy models into production, and conducting A/B testing and causal inference studies. The scientist will also stay current with the latest research in deep learning and generative AI, bringing innovations into production.

Skills

Machine Learning
Deep Learning
LLMs
Forecasting
Multimodal Deep Learning
Transformer Models
AI
Geospatial Data
Telematics Data
Sensor Data
ML Algorithms
Inference Optimization
Model Deployment
Python
C++

Motive

Enhances broadband services for providers

About Motive

Motive focuses on enhancing the customer experience for broadband service providers. They offer a strategy called the High Leverage Network, which helps service providers simplify their offerings, making it easier for customers to buy, own, and use their services. This approach allows providers to fully utilize their networks to improve business outcomes and stand out in a competitive market. Unlike other companies, Motive emphasizes continuous innovation as a key differentiator, enabling service providers to create a more personalized and engaging experience for their customers. The ultimate goal of Motive is to help service providers deliver a superior customer experience that drives loyalty and business success.

Austin, TexasHeadquarters
1871Year Founded
IPOCompany Stage
Data & Analytics, Enterprise SoftwareIndustries
51-200Employees

Benefits

Health, dental, vision, & life insurance
PTO
Paid Holidays
Parental leave
401(k)
Performance Bonus
Employee Stock Purchase Plan
Company Social Outings
Work From Home Policy

Risks

Emerging competition from agile startups threatens Motive's market share.
Rapid AI advancements may outpace Motive's current audio capabilities.
Consumer privacy concerns could lead to regulatory scrutiny impacting operations.

Differentiation

Motive's ALIVE system offers a unique immersive audio experience for gaming.
High Leverage Network strategy enhances customer experience through continuous innovation.
Focus on personalized audio content differentiates Motive from traditional audio companies.

Upsides

Growing demand for immersive audio in gaming boosts ALIVE system's market potential.
Partnerships with streaming platforms enhance Motive's audio offerings and subscriber retention.
Rise of virtual reality applications creates opportunities for Motive's sophisticated audio solutions.

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