Data Scientist

6 months ago

Bengaluru Karnataka, India John Crane Full time

The data scientist will be responsible for planning, executing and delivering novel projects as John Crane incorporates advanced analytics and machine learning throughout our products and services.

The work will involve problem analysis, data exploration and preparation, data collection and integration, AI/machine learning modelling, and operationalization.

This role requires the data scientist to be a hands-on software developer.

**Duties & Responsibilities**

What you'll do
- Work on a team designing innovative software and algorithms to solve real-world problems in industrial processes. Use machine learning techniques, statistical tests, classical algorithms, and physically-motivated models as appropriate
- Perform in-depth exploratory analysis of data from the field and laboratory experiments
- Acquire domain knowledge about mechanical systems to aid in analysis and interpretation. Display drive and curiosity to understand the business process to its core
- Understand new data sources and process pipelines, and catalog/document them
- Work with various databases such as SQL or graph databases, and other source systems
- Run experiments and test models using cross-validation, A/B testing, bias and fairness, etc.
- Maintain and update the analytics software platform (Python)
- (Help to) create data pipelines for more efficient and repeatable data science projects
- Establish best practices around AI/ML production infrastructure
- Upskill yourself (through conferences, publications, courses, local academia and meetups)

**The Individual**

What you'll definitely need:

- Relevant experience with 5+ years
- A bachelor’s or master’s degree in computer science, data science, operations research, statistics, applied mathematics, or a related quantitative field such as, economics, engineering and physics is preferred. Experience in more than one area is strongly preferred
- Knowledge and experience in statistical and data mining techniques: generalized linear model (GLM)/regression, random forest, boosting, trees, text mining, hierarchical clustering, deep learning, convolutional neural network (CNN), recurrent neural network (RNN), T-distributed Stochastic Neighbor Embedding (t-SNE), graph analysis, etc
- Strong knowledge of math, probability, statistics, and algorithms
- Ability to write robust, production-ready Python code
- They must demonstrate the ability to work in diverse, cross-functional teams in a dynamic business environment
- Should be confident, energetic self-starters. Ability to make progress on large projects independently or as part of a team
- Strong communication skills

To find out more about project and life at John Crane check out our LinkedIn: John Crane | LinkedIn and our project site at: JC Sense

Join us for a great career and competitive compensation & benefits whilst keeping the world a safer place.

Diversity & Inclusion

We believe that different perspectives and backgrounds are what make a company flourish. All qualified applicants will receive equal consideration for employment regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, economic status, disability, age, or any other legally protected characteristics. We are proud to be an inclusive company with values grounded in equality and ethics, where we celebrate, support, and embrace diversity.

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