Lead Data Scientist
Mumbai, India
HERE Technologies
HERE is a PaaS for building, deploying and scaling location solutions. Create custom maps, visualize location datasets, gather insights and buy and sell location assets.What's the role?
- Identify and define relevant channels of engagement across HERE for TIL to expand the impact footprint of the business vertical, leveraging AI/ML engineering expertise.
- Define an intellectual property (IP) monetization strategy that will enable HERE to earn revenue and enter new markets, with a focus on innovative AI/ML solutions.
- Identify technology domains where TIL and HERE should engage and define a strategy for realization through the development of disruptive prototypes, aligning with HERE's business strategy and leveraging AI/ML, location intelligence, and other emerging technologies.
- Support the team to design experiments and stay up-to-date with industry inventions in AI/ML (focus on LLM, NLP, Computer vision), quantum computing( good to have), location intelligence, distributed computing, LiDAR and drone processing, 3D modeling and AR/VR(good to have), emphasizing the engineering aspect of technological advancements. Relevant experience in deep learning, LLM-based models, neural networks, transformers, and diffusion models with good coding and mathematical experience.
- Enable the invention of new frameworks and solutions in the domain of AI/ML( focus on LLM, NLP, Computer vision), location intelligence, distributed computing, quantum computing(as good to have), tinyML, etc., emphasizing the role of engineering in driving innovation.
- Improve HERE's innovation index by publishing research papers in prestigious conferences such as NeurIPS and IEEE and receiving recognition in international forums like CES and Stevie, showcasing advancements in AI/ML engineering.
- Enable year-on-year increase in the number of patents filed by the team, with a focus on innovative AI/ML solutions and other emerging technologies.
- Work with the Manager to identify and define lead Key Performance Indicators (KPIs) related to effective assessment of performance at the individual level and impact
- assessment of innovation implementation at the business unit level, with a focus on engineering contributions to AI/ML innovation.
- Identify relevant research papers in the aforementioned technology domains and enable the team to design solutions, emphasizing the role of engineering expertise in driving innovation forward.
- Define a startup/university engagement framework for successful collaboration aligned with HERE’s business strategy, emphasizing the integration of AI/ML technologies.
Who are you?
- 8 + Years of Experience with Master's or Ph.D. in Mathematics, Computer Science, Machine Learning, AI, or related quantitative fields.
- Adequate knowledge of machine learning, deep learning, computer vision, and Large Language Models (e.g., GPT-3/4),
- Prior experience through internships and volunteering with professionals, demonstrating practical skills and knowledge relevant to the role.
- In-depth understanding of emerging fields and the ability to approach challenges with unique perspectives, fostering innovation and creativity.
- Basic knowledge of different programming languages, such as Python, C++, or Java, to facilitate software development and implementation.
- Join us in shaping the future of AI/ML engineering, with the option to explore the exciting realm of quantum computing. If you are passionate about pushing the boundaries of technology and driving innovation, we encourage you to apply and join our dynamic team.
- Prior experience through internships and volunteering with professionals will also be needed to apply for the quantum engineer profile.
- Should possess in-depth knowledge about emerging and simulating fields and approach challenges with unique perspectives.
- Candidates should also possess a basic knowledge of the different programming languages.
Here is an equal-opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.
Who are we?
HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes – from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.
At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people’s lives. If you are inspired by an open world and driven to create positive change, join us. Learn more about us on our YouTube Channel.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision Deep Learning Diffusion models Engineering GPT GPT-3 Java KPIs Lidar LLMs Machine Learning Mathematics NeurIPS NLP Python Research Transformers VR
Perks/benefits: Conferences Startup environment
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