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Johnson Controls
Johnson Controls

Software Engineer - Data Scientist

Pune-Maharashtra-India
4+ years exp
Full-time
Posted 5d ago
1 views
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Job Description

Junior Data Scientist

Full-Time · 4-5 Years Experience

Department

Data Science & AI

Location

Hybrid / On-site

Experience

4-5 Years

Employment Type

Full-Time

Notice Period

Immediate Joiners Preferred

About the Role

We are hiring a Junior Data Scientist who is passionate about solving complex business problems using data, machine learning, and AI. The ideal candidate has a strong foundation in Python, hands-on experience with ML frameworks, and exposure to Microsoft Azure cloud services. You will work on developing scalable ML models, deploying AI solutions, and deriving actionable insights from large datasets.

Key Responsibilities

  • Design, build, and evaluate machine learning models for classification, regression, forecasting, and NLP use cases.
  • Develop and maintain data pipelines using Python and Azure Data Factory / Azure Databricks for ETL and feature engineering.
  • Deploy ML models on Azure Machine Learning (Azure ML) using endpoints, pipelines, and MLflow tracking.
  • Collaborate with data engineers to ensure data quality, availability, and governance across Azure Data Lake and Azure Synapse Analytics.
  • Apply AI/GenAI capabilities (Azure OpenAI, Cognitive Services) to build intelligent applications and automation workflows.
  • Monitor model performance in production, identify drift, and implement retraining strategies.
  • Translate business requirements into data science problem statements and communicate findings to stakeholders.
  • Participate in code reviews, documentation, and adherence to ML Ops best practices.

Required Skills & Qualifications

  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, Mathematics, or related field.
  • 4 to 7 years of professional or project-based experience in data science or machine learning.
  • Strong proficiency in Python (pandas, NumPy, scikit-learn, XGBoost, LightGBM).
  • Hands-on experience with Microsoft Azure services: Azure ML, Azure Databricks, Azure Data Factory, Azure Blob Storage, or Azure Synapse.
  • Understanding of supervised and unsupervised learning algorithms, model evaluation, and hyperparameter tuning.
  • Experience with deep learning frameworks: TensorFlow or PyTorch (at least required).
  • Solid SQL skills for querying relational databases and analytical processing.
  • Familiarity with MLOps practices: experiment tracking (MLflow), model versioning, and CI/CD for ML.
  • Experience with data visualization tools (Power BI, Matplotlib, Seaborn, or Plotly).

Good to Have

  • Microsoft Azure certifications: AZ-900, AI-900, DP-100 (Azure Data Scientist Associate) preferred.
  • Experience with NLP libraries (Hugging Face, spaCy, NLTK) and LLM integrations (Azure OpenAI, LangChain).
  • Knowledge of containerization and deployment: Docker, Kubernetes, or Azure Container Instances.
  • Familiarity with big data tools: Apache Spark (PySpark) via Azure Databricks.
  • Exposure to Generative AI, RAG (Retrieval-Augmented Generation), or Prompt Engineering.
  • Version control using Git and experience with Agile/Scrum development methodology.

Technical Stack

Languages

Python, SQL

ML/AI Frameworks

scikit-learn, XGBoost, TensorFlow, PyTorch, Hugging Face

Cloud Platform

Microsoft Azure (Azure ML, Databricks, Data Factory, Synapse, OpenAI)

MLOps Tools

MLflow, Azure DevOps, GitHub Actions

Data & BI Tools

Power BI, Pandas, PySpark, Jupyter

Storage & DB

Azure Blob Storage, Azure Data Lake, SQL Server, Cosmos DB

What We Offer

  • Competitive salary and performance-based incentives.
  • Azure certification sponsorship and continuous learning budget.
  • Mentorship from senior data scientists and ML architects.
  • Exposure to cutting-edge AI/ML projects across domains.
  • Flexible hybrid working model and collaborative culture.

Key Requirements & Skills

  • Bachelor's or Master's degree in Computer Science, Data Science, Engineering, Mathematics, or related field.
  • 4 to 7 years of professional or project-based experience in data science or machine learning.
  • Strong proficiency in Python (pandas, NumPy, scikit-learn, XGBoost, LightGBM).
  • Hands-on experience with Microsoft Azure services: Azure ML, Azure Databricks, Azure Data Factory, Azure Blob Storage, or Azure Synapse.
  • Understanding of supervised and unsupervised learning algorithms, model evaluation, and hyperparameter tuning.
  • Experience with deep learning frameworks: TensorFlow or PyTorch (at least required).
  • Solid SQL skills for querying relational databases and analytical processing.
  • Familiarity with MLOps practices: experiment tracking (MLflow), model versioning, and CI/CD for ML.
  • Experience with data visualization tools (Power BI, Matplotlib, Seaborn, or Plotly).
  • Microsoft Azure certifications: AZ-900, AI-900, DP-100 (Azure Data Scientist Associate) preferred.
  • Experience with NLP libraries (Hugging Face, spaCy, NLTK) and LLM integrations (Azure OpenAI, LangChain).
  • Knowledge of containerization and deployment: Docker, Kubernetes, or Azure Container Instances.
  • Familiarity with big data tools: Apache Spark (PySpark) via Azure Databricks.
  • Exposure to Generative AI, RAG (Retrieval-Augmented Generation), or Prompt Engineering.
  • Version control using Git and experience with Agile/Scrum development methodology.

Frequently Asked Questions

How to apply for Software Engineer - Data Scientist at Johnson Controls?

Click the "Apply on Company Website" button on this page to submit your application directly on the employer's official portal.

What is the salary for this role?

Salary details will be discussed during the interview.

What experience is required?

4+ years of experience is required.

Is this position still open?

Yes, currently active and accepting applications.

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Johnson Controls

Johnson Controls

Our Company | Johnson Controls View Our Brands Global Directory HVAC Equipment Johnson Controls YORK Envirotec Miller-Picking Pace Quantech Silent-Aire Industrial Refrigeration YORK Frick M&M Carnot Sabroe Digital Solutions OpenBlue FM:Systems Building Automation and Controls Johnson Controls Metasys Facility Explorer EasyIO PENN Retail Solutions Sensormatic Fire Suppression Tyco Fire Ansul Chemguard Skum Hygood Grinnell SprinkCAD Pyro Chem AquaMist Fire Detection Autocall FireClass Simplex Zettler Vigilant DBE Security American Dynamics DSC Exacq Illustra Kantech IQ Software House Bentel Secu

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Software Engineer - Data Scientist

Johnson Controls · Pune-Maharashtra-India

Apply on Company Website