Associate Software Analyst (Python, AI/ML)
- PTC
- 0 - 2 years
- Pune
- 3 months ago
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Job Description
Our world is transforming, and PTC is leading the way.Our software brings the physical and digital worlds together, enabling companies to improve operations, create better products, and empower people in all aspects of their business.
Our people make all the difference in our success. Today, we are a global team of nearly 7,000 and our main objective is to create opportunities for our team members to explore, learn, and grow all while seeing their ideas come to life and celebrating the differences that make us who we are and the work we do possible.
- Develop and maintain Python-based applications that leverage AI/ML models.
- Design and implement machine learning pipelines from data ingestion to model deployment.
- Work with ML frameworks such as scikit-learn, TensorFlow, PyTorch, or XGBoost.
- Integrate trained models into production systems using REST APIs or cloud platforms.
- Write efficient, reusable, and well-documented code for ML workflows.
- Optimize model performance and conduct A/B testing or benchmarking.
- Collaborate with data engineers to manage data preprocessing, feature engineering, and cleaning.
- Stay updated with the latest AI/ML research and best practices.
- Strong proficiency in Python 3.x
- Solid understanding of machine learning concepts and algorithms (classification, regression, clustering, etc.)
- Experience with ML libraries like scikit-learn, pandas, NumPy, and matplotlib
- Knowledge of deep learning using TensorFlow or PyTorch
- Familiarity with REST APIs and deployment techniques (Flask, FastAPI, Docker)
- Hands-on with Jupyter Notebooks, Git, and SQL/NoSQL databases
- Experience with ML model deployment on Azure/AWS or MLOps tools
- Exposure to NLP, computer vision, or time-series forecasting
- Knowledge of data engineering concepts (e.g., ETL pipelines, Airflow, Spark)
- Understanding of CI/CD and model versioning practices
- Contribution to open-source AI/ML projects or research publications
Life at PTC is about more than working with todays most cutting-edge technologies to transform the physical world. Its about showing up as you are and working alongside some of todays most talented industry leaders to transform the world around you.
If you share our passion for problem-solving through innovation, youll likely become just as passionate about the PTC experience as we are. Are you ready to explore your next career move with us?
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Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: PTCLocation(s): Pune
Keyskills: algorithms continuous integration scikit-learn numpy artificial intelligence sql docker deep learning tensorflow git spark pytorch xgboost etl ml cd rest python microsoft azure jupyter notebook machine learning nosql pandas concepts matplotlib computer vision x aws flask
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