The ML Analyst II implements and supports the minimum viable product data requirements within the data lake team. Data Analysts and Data Scientists define these requirements and the Data Architect validates them. The role focuses on the technical configuration aspects of the data lake, including the design and implementation of data ingestion and integration frameworks.
Key Responsibilities
Partner with AI/ML product teams proactively identify the data needs for rapid experimentation, stable production deployment and ensure the required data availability by collaborating with Product teams
Support the Data Analysts, Data Scientists, MLOps engineers in developing optimized data models, pipelines and frameworks
Building pipelines to ingest, clean, and transform structured, semi-structured and unstructured data (text, images, pdf, etc) formats.
Conducted data profiling, validation, and anomaly detection to identify quality issues early in the lifecycle.
Build Vector databases for semantic search and retrieval of unstructured content.
Collaborate with data scientists and ML engineers to design end‑to‑end generative AI solutions.
Build clean error free MVP ready data models.
Qualifications
3-4 years of experience that includes ETL/ELT workflow experience in design, configuration, data mapping, extraction, transformation and loading and writing code and maintaining it.
Have data warehousing high-level principles and understanding of business intelligence.
Experience working with Databricks and Apache Spark/PySpark.
Benefits like pension plan, medical and life insurance, salary will be reviewed in the interview meeting. #LI-Hybrid This is a hybrid role.
About us:
Here at PPG we make it happen, and we seek candidates of the highest integrity and professionalism who share our values, with the commitment and drive to strive today to do better than yesterday – everyday.
PPG: WE PROTECT AND BEAUTIFY THE WORLD™
Through leadership in innovation, sustainability and color, PPG helps customers in industrial, transportation, consumer products, and construction markets and aftermarkets to enhance more surfaces in more ways than does any other company. To learn more, visit www.ppg.com and follow @ PPG on Twitter.
At PPG we use AI in the hiring process to make the process more efficient. AI tools do not make hiring decisions. You can learn more by going to https://careers.ppg.com/us/en/candidate-resources.
PPG provides equal opportunity to all candidates and employees. We offer an opportunity to grow and develop your career in an environment that provides a fulfilling workplace for employees, creates an environment for continuous learning, and embraces the ideas and diversity of others. All qualified applicants will receive consideration for employment without regard to sex, pregnancy, race, color, creed, religion, national origin, age, disability status, marital status, veteran status, sexual orientation, gender identity or expression. If you need assistance to complete your application due to a disability, please email [email protected].
PPG values your feedback on our recruiting process. We encourage you to visit Glassdoor.com and provide feedback on the process, so that we can do better today than yesterday.
Benefits will be discussed with you by your recruiter during the hiring process.
How we work: At PPG, we bring teams together to accelerate collaboration and career development, with in-person work Monday through Thursday and the opportunity to work remotely on Flexible Fridays. Schedules may vary by location.
About us:
PPG: WE PROTECT AND BEAUTIFY THE WORLD™
Through leadership in innovation, sustainability and color, PPG helps customers in industrial, transportation, consumer products, and construction markets and aftermarkets to enhance more surfaces in more ways than does any other company. To learn more, visit www.ppg.com and follow @PPG on X.
The PPG Way 2030
We are customer champions
Proactive. Bold. Trustworthy. Everything we do starts with our customers. We listen, move fast and don’t stop until we solve their biggest challenges. When our customers win, we all grow.
We act with purpose and speed
Agile. Data-driven. Empowered. We take smart risks to stay ahead of the competition. We work proactively with agility, using quality data to develop solutions that create value.
We are excellent operators
Productive. Collaborative. Accountable. No matter our role, we identify problems, take ownership and always bring solutions. We are both proactive and responsive to drive continuous improvement and deliver results. We support our frontline, the faces of PPG to our customers.
We compete to win
Future-focused. Driven. Ambitious. We are passionate about growing our business and winning with our customers. We deliver results, embrace new technologies and leverage agility and speed as strengths.
We are PPG proud
Strong. United. Passionate. We work safely, act with integrity and value our diverse perspectives. We celebrate achievements and take pride in the positive impact we create together to protect and beautify the world.
At PPG we use AI in the hiring process to make the process more efficient. AI tools do not make hiring decisions. You can learn more by going to https://careers.ppg.com/us/en/candidate-resources.
PPG provides equal opportunity to all candidates and employees. We offer an opportunity to grow and develop your career in an environment that provides a fulfilling workplace for employees, creates an environment for continuous learning, and embraces the ideas and diversity of others. All qualified applicants will receive consideration for employment without regard to sex, pregnancy, race, color, creed, religion, national origin, age, disability status, marital status, veteran status, sexual orientation, gender identity or expression.
If you need an adjustment due to a disability, please email [email protected].
PPG pay ranges and benefits can vary by location which allows us to compensate employees competitively in different geographic markets. PPG considers several factors in making compensation decisions including, but not limited to, skill sets, experience and training, qualifications and education, licensure and certifications, and other organizational needs. Other incentives may apply.
Our employee benefits programs are designed to support the health and well-being of our employees. Any insurance coverages and benefits will be in accordance with the terms and conditions of the applicable plans and associated governing plan documents. Benefits will be discussed with you by your recruiter during the hiring process.
PPG values your feedback on our recruiting process. We encourage you to visit Glassdoor.com and provide feedback on the process, so that we can do better today than yesterday.
