JavaScript, Design, Python Programming, C++, SQL, Data science techniques, Data Mining, Keras software library, MATLAB Programming, NumPy, Pandas, SciPy, TensorFlow, Scikit-learn, R Programming, Algorithms, SAS, CNNs
Open Blue AI Platform group is playing a key part in realizing the promise of JCI digital transformation initiative – Open Blue. This group focuses on technologies like edge computing and ML Model “Edgification” (our trademarked term for optimizing a deep learning model for speed and size during production inferencing). We also develop embedded Data Science or AI solutions into the various JCI product offerings. Many times, this involves working with clients on client data, problems and KPIs for a first development, leading to a software product solution. We also have extensive existing sensor data on various machines from maintenance contracts.
How you will do it
While most of this position involves core data science in Python data science stack (see details below in “required qualifications”). There are software development tasks as well (Jira tasks, github, supporting testing). Or systems run in Docker. It is not uncommon for projects to lead to patents or papers – but it is not required. Typical projects may be 2-5 months. There are some Android projects, so experience in Java for DS tasks is helpful, but not required. We can get you up to speed on the Android development. On occasion, C++ is helpful, but not required. It helps to have a mindset to develop systems balancing flexibility, execution efficiency, robustness to future situations. Working with clients and product management we define a first Minimum Viable Product (MVP) and iterate over releases to clients. You can listen to the client, analyze their requirements, design and develop a solution, list assumptions for a successful delivery, help estimate the project plan, develop the solution and support the deployment.
Many times we come across a need to solve some vertical problem new to us, or one that requires an algorithm family new to us. Take initiative to educate yourself, read survey or conference papers, find candidate open source libraries on github, look for complementary data sets. The ability to constantly learn and innovate is very desirable. It is always safe to ask questions.
Information Security Responsibilities
What we look for
Required
Data mining algorithm experience in at least 3 algorithms within any of the bullets below:-
Johnson Controls International plc is an Irish-domiciled multinational conglomerate headquartered in Cork, Ireland, that produces fire, HVAC, and security equipment for buildings. As of mid-2019, it employed 105,000 people in around 2,000 locations across six continents.
Bangalore, Karnataka, India
4-6 year