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Data Scientist - R & D
Acuity Knowledge Partners's logo

Data Scientist - R & D

Gangadhar S's profile picture
Posted by Gangadhar S
3 - 9 yrs
₹35L - ₹50L / yr
Bengaluru (Bangalore)
Skills
skill iconData Science
skill iconMachine Learning (ML)
Natural Language Processing (NLP)
Large Language Models (LLM)
skill iconAmazon Web Services (AWS)
Artificial Intelligence (AI)
Generative AI
skill iconPython
CNN
Transformer
PyTorch
TensorFlow

Data Scientist is responsible to discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver better products. Your primary focus will be in applying Machine Learning and Generative AI techniques for data mining and statistical analysis, Text analytics using NLP/LLM and building high quality prediction systems integrated with our products. The ideal candidate should have a prior background in Generative AI, NLP (Natural Language Processing), and Computer Vision techniques. Additionally, experience in working with current state of the art Large Language Models (LLMs), and Computer Vision algorithms.


Job Responsibilities:

»    Building models using best in AI/ML technology.

»    Leveraging your expertise in Generative AI, Computer Vision, Python, Machine Learning, and Data Science to develop cutting-edge solutions for our products.

»    Integrating NLP techniques, and utilizing LLM's in our products.

»    Training/fine tuning models with new/modified training dataset.

»    Selecting features, building and optimizing classifiers using machine learning techniques.

»    Conducting data analysis, curation, preprocessing, modelling, and post-processing to drive data-driven decision-making.

»    Enhancing data collection procedures to include information that is relevant for building analytic systems

»    Working understanding of cloud platforms (AWS).

»    Collaborating with cross-functional teams to design and implement advanced AI models and algorithms.

»    Involving in R&D activities to explore the latest advancements in AI technologies, frameworks, and tools.

»    Documenting project requirements, methodologies, and outcomes for stakeholders.

 

Technical skills

Mandatory

»    Minimum of 5 years  of experience as Machine Learning Researcher or Data Scientist.

»    Master's degree or Ph.D. (preferable) in Computer Science, Data Science, or a related field.

»    Should have knowledge and experience in working with Deep Learning projects using CNN, Transformers, Encoder and decoder architectures.

»    Working experience with LLM's (Large Language Models) and their applications (For e.g., tuning embedding models, data curation, prompt engineering, LoRA, etc.).

»    Familiarity with LLM Agents and related frameworks.

»    Good programming skills in Python and experience with relevant libraries and frameworks (e.g., PyTorch, and TensorFlow).

»    Good applied statistics skills, such as distributions, statistical testing, regression, etc.

»    Excellent understanding of machine learning and computer vision based techniques and algorithms.

»    Strong problem-solving abilities and a proactive attitude towards learning and adopting new technologies.

»    Ability to work independently, manage multiple projects simultaneously, and collaborate effectively with diverse stakeholders.

 

 

Nice to have

»    Exposure to financial research domain

»    Experience with JIRA, Confluence

»    Understanding of scrum and Agile methodologies

»    Basic understanding of NoSQL databases, such as MongoDB, Cassandra

Experience with data visualization tools, such as Grafana, GGplot, etc.

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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Acuity Knowledge Partners

Founded :
2019
Type :
Products & Services
Size :
5000+
Stage :
Profitable

About

Acuity Knowledge Partners (Acuity) is a leading provider of bespoke research, analytics and technology solutions to the financial services sector, including asset managers, corporate and investment banks, private equity and venture capital firms, hedge funds and consulting firms. Its global network of over 6,000 analysts and industry experts, combined with proprietary technology, supports more than 500 financial institutions and consulting companies to operate more efficiently and unlock their human capital, driving revenue higher and transforming operations. Acuity is headquartered in London and operates from 10 locations worldwide.

We EMPOWER our clients to drive revenues higher. We INNOVATE using our proprietary technology and automation solutions. Finally, we enable our clients to TRANSFORM their operating model and cost base.

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We EMPOWER our clients to drive revenues higher. We INNOVATE using our proprietary technology and automation solutions. Finally, we enable our clients to TRANSFORM their operating model and cost base.

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Organization Description Founded out of Harvard University and MIT in 2002, Dimagi is an award-winning global technology social enterprise with an impact-focused business model. We deliver open source technology to help underserved communities in over 60 countries around the world. Our partners include the World Bank, WHO, the Bill and Melinda Gates Foundation, USAID, UNICEF, Novartis, Johns Hopkins, the University of Pennsylvania, the Harvard School of Public Health and more. Dimagi’s work has been profiled in the New York Times, the Washington Post, Huffington Post, the World Economic Forum and Forbes, among others.   Our team of exceptional public health and development specialists,software developers and engineers apply their experience in technology development, implementation, and global healthcare delivery to further public health and well-being. In the next few years, our India office has set aggressive goals, both for Dimagi and across the mHealth industry, to dramatically improve healthcare delivery at scale across India and beyond. We are developing and already implementing mobile applications for hundreds of thousands of health workers of the Government of India, who use our technology to provide services to hundreds of millions of beneficiaries across the country. Job Description Dimagi’s Technical Project Analysts are the main drivers in implementing our technology all over the world. They share a passion for challenging experiences and developing solutions for trying environments that enable people to live healthier and more productive lives. As a Technical Project Analyst, you will dedicate your time to one of our ground-breaking, large-scale mHealth projects, which is transforming community health systems across multiple Indian states, in partnership with central and state governments. You will work with a diverse, collaborative, and international team. You will be based out of Delhi (where our office is located). You will work on creating and deploying mobile applications, based on our CommCare platform, for strengthening service delivery of front-line workforce. You will join our global team and share lessons learned and expertise from around the world. You will receive regular mentorship and support from our office in New Delhi.In your first two years at Dimagi India, based on a combination of skills, interests, and opportunities, you will specialize in areas such as technical design and application development, quality assurance processes, and reporting functionalities on one of our large-scale projects. In the medium to long term, Dimagi is flexible in terms of growth and career progression, and strives to accommodate your interests in defining your future role. We have a skills-based performance and development system that rewards people for building their skills. Your performance will determine your future growth at Dimagi. Employment at Dimagi is at-will, however, we do expect a longer term commitment. Responsibilities Project needs assessments and technology requirements definition Design of mHealth applications, bringing together the best combination of stakeholder inputs, field feedback, technical feasibility, and robust architectural principles Preparation of detailed software specifications that convert design documents into practical instructions for CommCare application builders and for software engineers to build out requisite functionality Building mHealth and eHealth systems using Dimagi’s flagship mHealth platform, CommCare, using CommCare’s application building tools Development of software test plans, as well as load testing and quality assurance (QA) of our mobile tools Explaining project matters to the technical team and technical matters to the project team Building the capacity of the support team to address post deployment support matters Technical documentation Other project management and capacity building support Skills & Requirements Degree in computer science, engineering, information technology, or related – or equivalent work experience Experience with XML, MySQL or other relational database, Excel, and Access 1 – 4+ years of work experience Outstanding proactive oral and written communication skills Reliable, self-directed, and resourceful Able to juggle many things at once Able to get things done Flexible and able to wear many hats Well organised and detail oriented Interested and able to work in a multicultural team distributed across the globe Note that experience with software programming is NOT a requirement, since Dimagi tools allow applications to be built by system administrators through a user-friendly web interface. Desirable Fluency in Hindi or other Indian languages is an asset Quantitative data management and data analysis skills Experience with the complete software development lifecycle Experience working in India Desire to make a social impact Is this the right position for me? The ideal candidate is interested in understanding what makes technology work in practice in low-resource settings. This person is able to self-organize and self-manage, thrives on the intricacy and challenge of application design and project management and functions at a high level when interacting with partners. 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I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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