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Principal Software Developer, Software Development
5-10 years
Hyderabad / Secunderabad
1 vacancy
Principal Software Developer, Software Development
MSC Software
posted 5hr ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Work closely with ALI Division in developing core central capabilities for use by the Digital Backbone
- Support divisional business needs in line with roadmap established by Product Management
- Collaborate with internal / external stakeholders to promote growth of Indian region.
- Play active role in AI-based software product development of Hexagon divisions
- Setup and maintain the infrastructure for production AI developments and deployment (training and evaluation pipelines, deployment pipelines)
- Provide punctual consultancy to Hexagon divisions on AI technologies
- Perform quick feasibility studies and build MVP/POC collaborating with both internal and external stakeholders.
- Contribute to nurturing AI ecosystem at Hexagon R&D India and working closely with other AI practitioners from divisions.
- Keep abreast of latest AI /ML & DL technologies, conduct productive research relevant to Hexagon business domain
- B.Tech /M.Tech in CSE, with specialization in Artificial Intelligence or Data Science.
- At least 5 years hands-on software development experience in Python
- At least 5 years experience building AI/ML, DL models
- Strong experience of building AI-based products with clear distinction between AI development and AI productization practices
- Proven expertise in building solutions in the areas of predictive modelling, Image/Video analytics, Point Cloud Analytics & NLP using relevant methods like Classical ML, Deep Learning & Reinforcement learning
- Understanding of LLM/Generative AI fundamentals; experience building GenAI-based applications with production-level considerations is desired
- Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python, R etc.
- Ability to perform Data exploration and Feature engineering using various statistical methods & tools like TSFresh etc.
- Experience in building AI models in platforms such as Azure ML, Databricks, Keras, TensorFlow, or Theano.
- Proven skills building models using techniques like Transfer learning.
- Working knowledge of tuning ML/DL models using various industry tools like Keras Tuner, Ray Tune, Optuna, NNI etc.
- Working knowledge of deploying production ready AI models in a Cloud /Containerized environment
- Working knowledge of frontend technologies (preferably React) to quickly build demo applications
- Demonstrated commitment to learning latest AI/ML, DL technologies and evangelize AI/ML technologies in the organization.
- Excellent verbal and written communication skills
Employment Type: Full Time, Permanent
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