Machine Learning Role - Product Firm - PhD

Opportunity for PHD candidates for Product based company in Bangalore (Machine Learning).

- Define the strategic direction around improving Service and Support and conceptualizing and architecting business solutions integrating various aspects of the solution.

- Provide an outside-in perspective on Customer and Market direction and reflect this in both Architecture and Quality focus.

- Use Machine Learning and related AI areas in maximizing the use of data to develop system insights and build smart systems in the areas of Service and Support and Engineering Analytics

- Work across multiple business units, stakeholders and technologists in roadmap definition, architecture and achieving desired outcomes.

- Drive Innovation across the Lab in the focus areas

- Mentor Next level of Architects and play an active role in the TCP community

- PhD degree in Machine Learning / Data Science / Statistics or Masters with 4+ years of experience in the aforementioned fields.

- Deep knowledge of fundamentals of AI, Machine / Deep Learning, Data Mining, and Predictive Modelling is required with solid experience in applying these techniques on real-world problems

- Interdisciplinary skills in Big Data Technologies, ETL, statistics and causal inference is desirable.

- Strong skills in software engineering practices (Design, Development and Requirement Management) with expertise in applicable programming languages and frameworks such as scikit-learn, XGBoost, Pytorch, Tensorflow, Spacy, H2O.

- Hands on experience in solution building, deployment, testing, and release processes using version control and continuous integration is desirable.

- Strong analytical, written and verbal communication skills.

- Demonstrated ability to propose novel solutions to problems, performing experiments to prove feasibility of solutions and working to refine the solutions into real world context.