Analyst- Business Process Management

Role: Data Scientist

Location: Bangalore (Remote)

Experience: 3+ years

Skills Required - Radiology, visual images, text, classical model, LLM multi model

JOB DESCRIPTION

We are seeking an experienced Data Scientist with a proven track record in Machine Learning, Deep Learning, and a demonstrated focus on Large Language Models (LLMs) to join our cutting-edge Data Science team. You will play a pivotal role in developing and deploying innovative AI solutions that drive real-world impact to patients and healthcare providers.

Responsibilities

• LLM Development and Fine-tuning: fine-tune, customize, and adapt large language models (e.g., GPT, Llama2, Mistral, etc.) for specific business applications and NLP tasks such as text classification, named entity recognition, sentiment analysis, summarization, and question answering. Experience in other transformer-based NLP models such as BERT, etc. will be an added advantage.

• Data Engineering: collaborate with data engineers to develop efficient data pipelines, ensuring the quality and integrity of large-scale text datasets used for LLM training and fine-tuning

• Experimentation and Evaluation: develop rigorous experimentation frameworks to evaluate model performance, identify areas for improvement, and inform model selection. Experience in LLM testing frameworks such as TruLens will be an added advantage.

• Production Deployment: work closely with MLOps and Data Engineering teams to integrate models into scalable production systems.

• Predictive Model Design and Implementation: leverage machine learning/deep learning and LLM methods to design, build, and deploy predictive models in oncology (e.g., survival models)

• Cross-functional Collaboration: partner with product managers, domain experts, and stakeholders to understand business needs and drive the successful implementation of data science solutions

• Knowledge Sharing: mentor junior team members and stay up to date with the latest advancements in machine learning and LLMs

Qualifications Required

• Doctoral or master’s degree in computer science, Data Science, Artificial Intelligence, or related field

• 5+ years of hands-on experience in designing, implementing, and deploying machine learning and deep learning models

• 12+ months of in-depth experience working with LLMs. Proficiency in Python and NLP-focused libraries (e.g., spaCy, NLTK, Transformers, TensorFlow/PyTorch).

• Experience working with cloud-based platforms (AWS, GCP, Azure)

Additional Skills

• Excellent problem-solving and analytical abilities

• Strong communication skills, both written and verbal

• Ability to thrive in a collaborative and fast-paced environment

Job Description

Build and maintain bots on Azure platform.  Integration with Active directory, WEB API based integration with external systems. Training and Integrate bots as per users’ requirements. Work in line with design guidelines, best practices and standards of bot deliverable. Creative approach to the conversation flow design, human aspects in the bot responses and sentiments

Qualifications

1. a) 5 years of experience in software development with clear understanding of the project life cycle
   b) Min 2-3 years of hands-on experience in Microsoft Azure Bot Framework, LUIS and other Cognitive services offered by Azure
   c) Hands on experience with Machine Learning based chat bots
   d) Experience with Azure bot services like Text Analytics etc.
   e)Strong database skills and hands-on experience on databases like SQL Server/Oracle
2. f) Strong experience on Azure Active directory and adaptive cards integration in Chat bot.
3. g) Strong experience designing and working with

with service-oriented architectures (SOA) and WebAPIs.

1. h) A strong experience on Microsoft Azure, ASPNET / MVC and programming languages such as C#/VBNET
2. i) Knowledge of Python and NodeJS is a plus
3. j) Ability to design and optimize SQL Server 2008 stored procedures.
4. k) Experience with JQuery, CSS3, HTML5 or similar technologies.
5. l) Ability to adapt quickly to an existing, complex environment.

Responsibilities

• Provide leadership in building and growing a Custom layout team from the ground up to support the global DRAM layout requirement;
• Provide leadership in developing Analog and custom layouts to meet schedules and milestones;
• Provide leadership in training the team’s technical skills and cultural healthiness.
• Effectively communicating with engineering teams across multiple countries to ensure the success of the layout project.
• Organize, prioritize, and manage logistics on tasks and resource allocations for multiple projects.
• Manage the performance and development of team members.
• Managing hiring and retention.
• As a critical member of the core DRAM leadership team in India, contributed to the overall success

Qualification/Requirements

• 5 + year experience in analog/custom layout in advanced CMOS process.
• Minimum 3+ years people management experience.
• Expertise in Cadence VLE/VXL and Mentor Graphic Calibre DRC/LVS is a must.
• Must have strong skills in layout and floor planning skills and manual routing.
• Strong ability to build, and continuously develop a premier analog/mixed-signal layout team
• Experienced in managing multiple Custom IC layout projects
• Highly motivated with passion, detail-oriented, systematic, and methodical approach in IC layout design.
• The ability to work and communicate effectively in a team and to be able to multi-task effectively in a fast-paced working environment.
• Excellent verbal and written communication skills required.
• Independent with strong analytical skills, creative thinking and self-motivation.
• Capable of working in a cross-functional, multi-site team environment in multiple time zones.
• Previous work experience in DRAM/NAND layout design is desirable however not mandatory.

Responsibilities and Duties

• Must have 3+ years’ experience in ASP .NET with C# and VB.NET
• Must have at least 2 years’ experience in SQL Server
• Must have experience working with SOAP and REST Web Services
• Must have experience with SSRS and SSIS
• Must have some experience with MVC framework and Angular JS
• Must be able to work with basic CSS and HTML
• Must be able to work with jQuery and JavaScript
• Experience with Reporting Services, WCF, etc. would be a strong positive

As a member of the founding engineering team at Kombai, you'd work directly with the CTO and CEO to build a global product for the frontend dev teams from scratch. Together, we'd have a crack at several hard, high-impact problems - often involving challenges across product, engineering, and research areas.

Desired Qualifications & Skillset

For all positions of our early engineering team we are looking for people who:

• Are fully hands-on with latest JS development
• Are good frontend and web application architects
• Are quick and agile
• Have a good learning, problem solving and logical aptitude
• Have a mindset to commit for 3-4 years

In addition to the above, the candidates for Senior Product Engineer should also have:

• Thorough understanding of good Frontend engineering & architecture practices. In our experience, this usually comes from working in an excellent frontend team with an excellent architect, on a complex applications
• Experience: 3-6 years

• Play an integral role in new business pitches and hold responsibility for the effective on-boarding of new clients and operate as the lead point of contact for any and all matters specific to your customers
• Develop a trusted advisory relationship with key accounts, customer stakeholders and executive sponsors
• Provide strategic pre sales support for sales activities including needs analysis, data review, product demonstrations and other general sales support
• Mine the existing accounts for new business possibilities and utilizing available resources to drive account retention and growth
• Proactively assess, clarify, and validate customer needs on an ongoing basis and document as SOW
• Work cross-functionally with business development, marketing, product, technology and finance teams to ensure the timely and successful delivery of the solutions per to customer needs 
• Analyze latest marketing trends using CRM and analytics tools and tracking industry activities and providing valuable inputs for fine-tuning marketing strategies.

Acrobyte Technologies, founded by an IIT Delhi alumni, has been Actively Learn's technology partner for over six years. Actively Learn is an educational technology company, based out of Seattle, USA, founded by a Harvard educated former Microsoft director and an education PhD who also founded a private school in Virginia.

We’ve built a digital, award-winning, reading platform, backed by the Bill and Melinda Gates Foundation and the National Science Foundation, that is used in over 45,000 schools and by 150,000 teachers in the USA and overseas. Actively Learn is part of Achieve3000, a leading education platform that provides differentiated reading and instruction with over 2 million students using the platform. Actively Learn also serves as the innovation arm, leading new technology initiatives for the company.

Technology Stack

React JS, Typescript, Backbone JS, Node JS, C#, .NET, MySql, AWS, Mocha and Chai, JMeter, Neoload Selenium, Katalon.

Job Requirements

• 2+ years JavaScript experience
• 2+ years frontend React JS framework experience
• 1+ years of backend development experience (Node JS, C# dot NET, Java, Python, etc)
• 2+ years relational database experience (MySql, MSSQL, or PostgreSQL)
• Computer Science or related Engineering degree from a top-tier college

Job Highlights

• Do you like solving real life problems using technology? Actively Learn is on a mission to make students read for depth. Come join us on our journey.
• We are a small and skilled team. You will get to learn the complete life cycle of building a successful product.
• Opportunity to play multiple roles on the Engineering team (front-end development, back-end development, testing, devops, automation) and develop those skills.
• We maintain the strictest and highest code quality standards and take pride in that. There will be a huge learning in how to think and write clean code.
• Being an efficient agile company we work on various technologies and part of the role will be to research latest technologies and lead implementation.
• Flexible and fun work environment focused on innovation and creativity. We work out of 91 Springboard, the biggest co-working space in India, which allows for networking and collaboration opportunities.
• Highly competitive salary.
• Opportunity to travel to USA and work closely with the Seattle team.

• 4-15 years experience in Perl Development with a working knowledge of the following web development stack: HTML/XHTML, CSS, JavaScript, Apache/Nginx .
• Extensive experience with OO Perl.
• Proficient with building/managing relational databases.
• Any perl based web frameworks ( Mojolicious, Catalyst, Dancer , CGI Application).