As an Advanced Data Scientist here at Honeywell Connected Enterprise (HCE) in the Buildings domain, you will play a crucial role in leveraging data to drive insights and develop advanced data science models. You will be responsible for creating end-to-end data and model pipelines, utilizing your expertise in cloud platforms such as Azure and GCP. Your knowledge of ML Ops will be a valuable asset in optimizing and deploying machine learning models. This is an exciting opportunity to contribute to the digital transformation of the buildings industry and make a significant impact on the future of smart and sustainable buildings.
You will report directly to our Data Science Manager, and you'll work out of our Bangalore, India location on a hybrid work schedule.
Key Responsibilities
• Design, develop and implement advanced data science models to extract insights and drive business outcomes in the building’s domain.
• Create end-to-end data and model pipelines, ensuring data integrity and efficient model deployment.
• Utilize cloud platforms such as Azure and GCP to leverage scalable and efficient computing resources.
• Optimize and deploy machine learning models using ML Ops best practices.
• Collaborate with cross-functional teams to integrate data science solutions seamlessly into existing systems and processes
• Work closely with product managers and business leaders to align data science initiatives with overall business objectives
• Lead the end-to-end data science development lifecycle, including project planning, resource allocation, and monitoring progress.
• Provide mentorship and guidance to data scientists, fostering a culture of continuous learning, innovation, and technical excellence
You Must Have
• Bachelor’s degree in Computer science, Statistics, Mathematics, or a related discipline
• 6+ years of extensive experience in building solutions using statistical modeling, regression, ML, DL
· Expertise in CI/CD pipeline, MLOps framework
• Expertise in more than 2 areas of AI/ML like Machine Learning/Deep learning/NLP/CV/GenAI
• Excellent communication and ability to convey complex technical concepts to stakeholders
• Ability to lead and influence direct and indirect reports
• Interact with stakeholders, gather the requirement , independently come up with solutions and implement
• Proficiency in programming languages such as Python, SQL
• Proficiency in cloud platform – Azure or GCP
We Value
• Proficiency in programming languages such as Python, SQL
• Proficiency in ML/DL/NLP
• Good to have experience in Buildings domain especially HVAC
• Experience in GenAI, knowledge graph is extremely valued
• Strong leadership and management skills
• Experience working in an agile development environment
• Proven ability to drive successful data science projects and initiatives
• Ability to work in a fast-paced and dynamic environment
• Attention to detail and excellent problem-solving capability
Additional Information- JOB ID: HRD260646
- Category: Engineering
- Location: HW Camp II,Bldgs 9A&9B,Plot C2,RMZ Ecoworld,Varturhobli,Sarjapur Marathahalli Outer Ring Road,Bangalore,KARNATAKA,560103,India
- Exempt