Machine Learning (ML)Job description:
- Selecting features, building and optimizing classifiers using machine learning techniques
- Mining data as and when required
- Enhancing data collection procedures to include information that is relevant for building analytic systems
- Processing, cleansing, and verifying the integrity of data used for analysis
- Doing ad-hoc analysis and presenting results in a clear manner
- Creating automated anomaly detection systems and constant tracking of its performance
- Efficient stakeholder management
Skills and Qualifications
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Experience with common data science toolkits.
- Great communication skills
- Experience with data visualisation tools
- Proficiency in using query languages such as SQL
- Good scripting and programming skills
- Data-oriented personality
- B.Tech, M.Tech, B.S., M.S., MBA
Requirement / Desired Skills
Data Scientist -- Data mining skills , SQL, Advanced ML Techniques, NLP (natural Language Processing)
Shubham Vishwakarma
Full Stack Developer - Averlon
About Angel One
About
We are Angel One (formerly known as Angel Broking). India's most trusted Fintech company and an all-in-One financial house. Founded in 1996 Angel One offers a world-class experience across all digital channels including web, trading software and mobile applications, to help make millions of Indians informed investment decisions.
Certified as a Great Place To Work for six-consecutive years, we are driven by technology and a mission to become the No. 1 fintech organization in India. With a 9.2 Million+ registered client base and more than 18+ million app downloads, we are onboarding more than 400,000 new users every month. We are working to build personalized financial journeys for customers via a single app, powered by new-age engineering tech and Machine Learning.
We are a group of self-driven, motivated individuals who enjoy taking ownership and believe in providing the best value for money to investors through innovative products and investment strategies. We apply and amplify design thinking with our products and solution.
It is a flat structure, with ample opportunity to showcase your talent and a growth path for engineers to the very top. We are remote-first, with people spread across Bangalore, Mumbai and UAE. Here are some of the perks that you'll enjoy as an Angelite,
- Work with world-class peer group from leading organizations
- Exciting, dynamic and agile work environment
- Freedom to ideate, innovate, express, solve and create customer experience through #Fintech & #ConsumerTech
- Cutting edge technology and Products / Digital Platforms of future
- Continuous learning interventions and upskilling
- Open culture to collaborate where failing fast is encouraged to invent new ways and methods, join our Failure Club to experience it
- 6-time certified as a Great Place To Work culture
- Highly competitive pay structures, one of the best
Come say Hello to ideas and goodbye to hierarchies at Angel One!
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http://www.synapsica.com/">Synapsica is a https://yourstory.com/2021/06/funding-alert-synapsica-healthcare-ivycap-ventures-endiya-partners/">series-A funded HealthTech startup founded by alumni from IIT Kharagpur, AIIMS New Delhi, and IIM Ahmedabad. We believe healthcare needs to be transparent and objective while being affordable. Every patient has the right to know exactly what is happening in their bodies and they don't have to rely on cryptic 2 liners given to them as a diagnosis.
Towards this aim, we are building an artificial intelligence enabled cloud based platform to analyse medical images and create v2.0 of advanced radiology reporting. We are backed by IvyCap, Endia Partners, YCombinator and other investors from India, US, and Japan. We are proud to have GE and The Spinal Kinetics as our partners. Here’s a small sample of what we’re building: https://www.youtube.com/watch?v=FR6a94Tqqls">https://www.youtube.com/watch?v=FR6a94Tqqls
Your Roles and Responsibilities
Synapsica is looking for a Principal AI Researcher to lead and drive AI based research and development efforts. Ideal candidate should have extensive experience in Computer Vision and AI Research, either through studies or industrial R&D projects and should be excited to work on advanced exploratory research and development projects in computer vision and machine learning to create the next generation of advanced radiology solutions.
The role involves computer vision tasks including development customization and training of Convolutional Neural Networks (CNNs); application of ML techniques (SVM, regression, clustering etc.), and traditional Image Processing (OpenCV, etc.). The role is research-focused and would involve going through and implementing existing research papers, deep dive of problem analysis, frequent review of results, generating new ideas, building new models from scratch, publishing papers, automating and optimizing key processes. The role will span from real-world data handling to the most advanced methods such as transfer learning, generative models, reinforcement learning, etc., with a focus on understanding quickly and experimenting even faster. Suitable candidate will collaborate closely both with the medical research team, software developers and AI research scientists. The candidate must be creative, ask questions, and be comfortable challenging the status quo. The position is based in our Bangalore office.
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- Interface between product managers and engineers to design, build, and deliver AI models and capabilities for our spine products.
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- Strategize end-to-end model training flow including data annotation, model experiments, model optimizations, model deployment and relevant automations
- Lead teams, engineers, and scientists to envision and build new research capabilities and ensure delivery of our product roadmap.
- Organize regular reviews and discussions.
- Keep the team up-to-date with latest industrial and research updates.
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- Effective communication with other project members and project stakeholders
- Detail-oriented, eager to learn, acquire new skills
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- Ability to plan work and meet the deadline
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Full Stack Developer - Averlon