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3.0 - 7.0 years
0 Lacs
ahmedabad, gujarat
On-site
As a skilled professional, your primary responsibility will involve designing and implementing cutting-edge deep learning models using frameworks like PyTorch and TensorFlow to tackle specific business challenges. You will be tasked with creating conversational AI agents and chatbots that provide seamless, human-like interactions, tailored to meet client needs. Additionally, you will develop and optimize Retrieval-Augmented Generation (RAG) models to enhance AI's ability to retrieve and synthesize pertinent information for accurate responses. Your expertise will be leveraged in managing data lakes, data warehouses (including Snowflake), and utilizing Databricks for large-scale data storage and processing. You are expected to have a thorough understanding of Machine Learning Operations (MLOps) practices and manage the complete lifecycle of machine learning projects, from data preprocessing to model deployment. You will play a crucial role in conducting advanced data analysis to extract actionable insights and support data-driven strategies across the organization. Collaborating with stakeholders from various departments, you will align AI initiatives with business requirements to develop scalable solutions. Additionally, you will mentor junior data scientists and engineers, encouraging innovation, skill enhancement, and continuous learning within the team. Staying updated on the latest advancements in AI and deep learning, you will experiment with new techniques to enhance model performance and drive business value. Effectively communicating findings to both technical and non-technical audiences through reports, dashboards, and visualizations will be part of your responsibilities. Furthermore, you will utilize cloud platforms like AWS Bedrock to deploy and manage AI models at scale, ensuring optimal performance and reliability. Your technical skills should include hands-on experience with PyTorch, TensorFlow, and scikit-learn for deep learning and machine learning tasks. Proficiency in Python or R programming, along with knowledge of big data technologies like Hadoop and Spark, is essential. Familiarity with MLOps, data handling tools such as pandas and dask, and cloud computing platforms like AWS is required. Skills in LLAMAIndex and LangChain frameworks, as well as data visualization tools like Tableau and Power BI, are desirable. To qualify for this role, you should hold a Bachelors or Masters degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related field. Specialization in deep learning, significant experience with PyTorch and TensorFlow, and familiarity with reinforcement learning, NLP, and generative models are expected. In addition to challenging work, you will enjoy a friendly work environment, work-life balance, company-sponsored medical insurance, a 5-day work week with flexible timings, frequent team outings, and yearly leave encashment. This exciting opportunity is based in Ahmedabad.,
Posted 2 days ago
3.0 - 7.0 years
0 Lacs
chennai, tamil nadu
On-site
The role of Data Scientist - Clinical Data Extraction & AI Integration in our healthcare technology team requires an experienced individual with 3-6 years of experience. As a Data Scientist in this role, you will be primarily focused on medical document processing and data extraction systems. You will have the opportunity to work with advanced AI technologies to create solutions that enhance the extraction of crucial information from clinical documents, thereby improving healthcare data workflows and patient care outcomes. Your key responsibilities will include designing and implementing statistical models for medical data quality assessment, developing predictive algorithms for encounter classification, and validation. You will also be responsible for building machine learning pipelines for document pattern recognition, creating data-driven insights from clinical document structures, and implementing feature engineering for medical terminology extraction. Furthermore, you will apply natural language processing (NLP) techniques to clinical text, develop statistical validation frameworks for extracted medical data, and build anomaly detection systems for medical document processing. Additionally, you will create predictive models for discharge date estimation, encounter duration, and implement clustering algorithms for provider and encounter classification. In terms of AI & LLM Integration, you will be expected to integrate and optimize Large Language Models via AWS Bedrock and API services, design and refine AI prompts for clinical content extraction with high accuracy, and implement fallback logic and error handling for AI-powered extraction systems. You will also develop pattern matching algorithms for medical terminology and create validation layers for AI-extracted medical information. Having expertise in the healthcare domain is crucial for this role. You will work closely with medical document structures, implement healthcare-specific validation rules, handle medical terminology extraction, and conduct clinical context analysis. Ensuring HIPAA compliance and adhering to data security best practices will also be part of your responsibilities. Proficiency in programming languages such as Python 3.8+, R, SQL, and JSON, along with familiarity with data science tools like pandas, numpy, scipy, scikit-learn, spaCy, and NLTK is required. Experience with ML Frameworks including TensorFlow, PyTorch, transformers, huggingface, and visualization tools like matplotlib, seaborn, plotly, Tableau, and PowerBI is desirable. Knowledge of AI Platforms such as AWS Bedrock, Anthropic Claude, OpenAI APIs, and experience with cloud services like AWS (SageMaker, S3, Lambda, Bedrock) will be advantageous. Familiarity with research tools like Jupyter notebooks, Git, Docker, and MLflow is also beneficial for this role.,
Posted 3 days ago
8.0 - 12.0 years
0 Lacs
hyderabad, telangana
On-site
As a Senior Director at Accordion, you will be utilizing your skills and expertise as an Azure/AWS Web Application Developer with proficiency in MEAN (MongoDB, Express.js, AngularJS, Node.js) or MERN (MongoDB, Express.js, React.js, Node.js) stack. Your primary responsibility will involve the design, development, and maintenance of web applications hosted on the Azure and AWS platforms. Collaborating with cross-functional teams, you will ensure the delivery of high-quality web applications that align with client requirements. Your key responsibilities will include: - Designing, developing, and maintaining complex web applications using the MERN stack (MongoDB, Express.js, React.JS, and Node.js). - Integrating generative AI models and tools into applications to enhance user experiences and introduce innovative features. - Collaborating with UI/UX designers, data scientists, and backend developers to ensure seamless integration and delivery of high-quality products. - Staying updated with industry trends by researching and evaluating new technologies and tools. - Providing technical leadership and mentorship to junior team members. Ideal candidates for this role should possess: - Proficiency in the MERN stack, including JavaScript, TypeScript, HTML, CSS, and MongoDB. - Experience in designing and developing scalable and maintainable web applications. - Familiarity with serverless computing and containerization technologies such as AWS Lambda and Docker. - Knowledge of DevOps practices and tools like CI/CD pipelines and Git. - Experience with data visualization and analytics tools like Tableau and Power BI. Joining Accordion presents a rewarding career opportunity with benefits including: - High-growth environment with semi-annual performance management and promotion cycles fostering quick progression to leadership roles. - Exposure to diverse work streams across industries and domains to keep you engaged and motivated. - Entrepreneurial environment that encourages decision-making and ownership. - Fun and non-bureaucratic culture with a strong peer group to challenge and accelerate your learning curve. Additionally, Accordion offers a range of benefits for full-time employees such as health and wellness programs, corporate meal card options, team outings, robust leave policies, reward and recognition platforms, and a positive work environment with various employee engagement initiatives to support personal and professional development.,
Posted 3 days ago
8.0 - 12.0 years
0 Lacs
hyderabad, telangana
On-site
As a Senior Director at Accordion, you will play a crucial role in designing, developing, and maintaining complex web applications using the MERN stack (MongoDB, Express.js, React.JS, and Node.js). Your expertise in Azure/AWS Web Application Development will be essential in collaborating with cross-functional teams to deliver high-quality web applications that meet client requirements. You will have the opportunity to integrate generative AI models and tools into applications, ensuring enhanced user experiences and innovative features. Your responsibilities will include researching and evaluating new technologies to stay up-to-date with industry trends, providing technical leadership and mentorship to junior team members, and demonstrating strong experience in developing and implementing Gen AI based applications. Your proficiency in software architecture principles, including microservices, API management, and data integration, will be crucial in designing microservices-based systems and integrating Gen AI models into enterprise applications. Ideally, you will have a strong proficiency in the MERN stack, including JavaScript, TypeScript, HTML, CSS, and MongoDB. Experience with designing and developing scalable web applications, serverless computing, containerization technologies, and DevOps practices and tools will be beneficial. Your knowledge of data visualization and analytics tools will further enhance your capabilities in this role. Exploring a career at Accordion means being part of a high-growth environment with semi-annual performance management and promotion cycles that enable a fast track to leadership responsibility. You will have exposure to interesting and challenging work streams across industries, an entrepreneurial environment that fosters intellectual freedom, and a fun culture with a strong peer group that accelerates your learning curve. Additionally, you will have access to health and wellness programs, corporate meal card options, team outings, robust leave policies, and various employee engagement initiatives to support your personal and professional development. Join Accordion and experience a better way to work!,
Posted 1 week ago
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