Technical Specialist, ML Data

About the role

Waymo is seeking a dedicated Technical Specialist in Machine Learning Data to join our innovative team in Hyderabad, India. This position is pivotal in enhancing our autonomous driving technology through the meticulous management and analysis of data. The ideal candidate will possess a strong background in machine learning and data science, with a passion for transforming complex datasets into actionable insights that drive our mission forward. You will collaborate closely with cross-functional teams to ensure the integrity and quality of data used in our machine learning models.

Key facts

What you'll do

• Collaborate with data scientists and engineers to design and implement robust data pipelines that facilitate machine learning model training and evaluation.
• Conduct thorough data analysis to identify trends, anomalies, and opportunities for improvement within our datasets.
• Develop and maintain documentation for data processes, ensuring clarity and accessibility for team members and stakeholders.
• Implement quality assurance protocols to validate the accuracy and reliability of data used in machine learning applications.
• Assist in the creation of data labeling guidelines and oversee the data annotation process to ensure high-quality input for model training.
• Work closely with software engineers to integrate data solutions into existing systems and workflows, enhancing operational efficiency.
• Participate in the development of machine learning models by providing insights and recommendations based on data analysis.
• Monitor and report on key performance indicators related to data quality and model performance, suggesting improvements as necessary.
• Stay updated on industry trends and advancements in machine learning and data management, applying best practices to our processes.
• Provide training and support to team members on data management tools and techniques, fostering a culture of continuous learning.
• Engage in troubleshooting data-related issues, working collaboratively to resolve challenges that may arise during model development.
• Contribute to cross-functional projects, leveraging your expertise to drive data-driven decision-making across the organization.

Requirements

• Bachelor's degree in Computer Science, Data Science, Statistics, or a related field; advanced degrees are a plus.
• A minimum of 3 years of experience in data analysis, machine learning, or a related field, with a strong emphasis on data management.
• Proficiency in programming languages such as Python or R, with experience in data manipulation libraries (e.g., Pandas, NumPy).
• Familiarity with machine learning frameworks and tools (e.g., TensorFlow, PyTorch, Scikit-learn) is essential.
• Strong analytical skills with the ability to interpret complex datasets and draw meaningful conclusions.
• Excellent communication skills, both verbal and written, with the ability to convey technical concepts to non-technical stakeholders.
• Experience with data visualization tools (e.g., Tableau, Matplotlib, or similar) to present findings effectively.

Nice to have

• Knowledge of cloud computing platforms (e.g., Google Cloud, AWS, Azure) and their data services.
• Experience working in an agile development environment, contributing to iterative project cycles.
• Familiarity with data governance and compliance standards, ensuring adherence to best practices in data management.
• Previous experience in the automotive or transportation industry, particularly in autonomous systems.
• Understanding of statistical analysis techniques and their application in machine learning.

Skills & tools

• Programming Languages: Python, R
• Data Manipulation: Pandas, NumPy
• Machine Learning Frameworks: TensorFlow, PyTorch, Scikit-learn
• Data Visualization: Tableau, Matplotlib
• Cloud Platforms: Google Cloud, AWS, Azure
• Version Control: Git

Practical notes

• This role is based in Hyderabad, India, and requires a full-time commitment.
• Candidates must be eligible to work in India; visa sponsorship is available for qualified applicants.
• The position may involve occasional travel for team meetings or training sessions.
• Interested candidates can apply through the Waymo careers page at the provided URL.

META

Company: Waymo

Title: Technical Specialist, ML Data

Listed

location: Hyderabad, India

Apply URL: https://careers.withwaymo.com/jobs?gh_jid=8069588

Tags: ML