Job Location: Bangalore/Bengaluru
looking for a Principal Machine Learning Scientist with deep subject matter expertise in image processing, NLU and SLU (Natural language understanding and Spoken Language Understanding) who will lead the technical development and inventions that allow Optum machine learning products drive positive impact in the healthcare business.
Your expertise will bring business and industry context to science and technology decisions. As part of the team, you set the standard for scientific excellence and make decisions that affect the way we build and integrate algorithms. Your code, designs and documents are exemplary and are used as references across the organization.
A successful candidate is a hands-on applied scientist expert that will tackle intrinsically hard problems, acquiring expertise as needed. The candidate will help decompose complex problems into straightforward solutions. You will be scrutinizing and reviewing experimental design, modeling, and other research procedures, as well as, probing assumptions, illuminating pitfalls, and fostering shared understanding.
Primary Responsibilities:
- Help design and develop the next generation of NLP, ML & AI products, and services for healthcare
- Develop machine learning and deep learning models and systems in domains including, but not limited to: image processing, NLP, NLU, NLG, SLU and multidimensional time series forecasting among others
- Manage NLP & ML models lifecycle for a suite of products
- Run large complex proof-of-concepts for the healthcare business
- Manage prioritization and technology work for building NLP, ML & AI solutions
- Lead the full end-to-end machine learning development process including data ingestion and preparation, feature engineering, analysis and modeling, model deployment, performance tracking and documentation
- Establish best practices for end-to-end deep learning and machine learning development cycle to ensure rigor in process and quality in outcome
- Work with a great deal of autonomy to find solutions to complex problems
- Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so
Required Qualifications:
- 10+ years of industry/academic experience in data science, machine learning or a related field
- 3+ years of experience with Machine Learning and Deep Learning modeling
- 2+ years of experience with Deep Learning Frameworks and Distributed training
- 5+ years of experience applying computational algorithms and statistical methods to both structured and unstructured data
- MSc in Computer Science, Statistics, Electrical Engineering, or another quantitative field
- Excellent communication, writing and presentation skills
Preferred Qualifications:
- Experience in the health care industry
- Thought leader in machine learning and NLP, sought after for key tech decisions. Can successfully sell ideas to an executive-level decision maker
- Strong publication record in top-tier ML and NLP conferences (e.g. NeurIPS, ICML, ICLR, ACL, EMNLP, etc.
- Mentors and trains scientists on complex technical issues
- Significant experience in deploying scalable solutions to complex problems, from defining the problem, implementing the solution, and launching the new product successfully
Submit CV To All Data Science Job Consultants Across Bharat For Free
Leave a Reply