Dotflick Solutions - Artificial Intelligence Developer - Predictive & Prescriptive Modeling

Role : Artificial Intelligence Developer WFH PAN India Job description : Responsibilities : - Prepare Data for Tuning : Write programs to cleanse and integrate data in an efficient and reusable manner - Model Selection : Expertise with various models in order to select the optimal model for each use-case - Optimize : Evaluate model performance, adjust model parameters, and optimize considering the trade-offs between cost, speed, and overall performance. - Collaborate : Work in an agile manner and collaborate with multi disciplinary teams to integrate models seamlessly into our projects. - Development : Development of applications (micro-services) with some understanding of databases. - Stay Current : Stay up to date on the latest developments in AI, NLP, and ML, proposing new innovative techniques and technologies - 1 years of experience with hands-on development, exposure to analytics and data Science - Experience with data processing and feature extraction - Experience with training (predictive/prescriptive) models and hyperparameter tuning - Expertise with the RAG (Retrieve, Adapt, Generate) approach - Strong data modelling and data architecture skills - Strong fundamentals in Mathematics and Computer Science (algorithms) - Proficient in programming languages such as Python, Java, NodeJS - Proficient in SQl and No-SQL databases - Proficient in statistical programming languages such as R, Python, Scala or SAS, SPSS, Matlab - Strong technical skills to design and implement complex AI solutions - Strong analytical abilities: Error analysis, troubleshooting, debugging - Experience with agile software development, continuous integration, and continuous delivery - Experience with Enterprise Design Thinking Methodologies - Good understanding and strong knowledge in algorithms, statistics. - Should have implemented suitable AI/ML algorithms for mathematical optimisation, data mining, exploratory data analysis, and predictive analytics. - Demonstrated Experience of working in ML/AI frameworks. - Experience in developing deep learning systems to various use cases based on the business needs. - Understanding of data modelling, software architecture and data structures. - Hands-on skills in emerging technologies like Cloud Computing, Data Analytics, - Design, develop, and implement NLP and Machine learning models Productionize models model training, model deployment, model serving, model monitoring - Hands on experience of deploying as AI/ML solutions as a service/Rest API endpoints on Cloud or Kubernetes - Experience with development methodologies, experience in writing unit tests in Python - Some experience with Open Source LLMs like LLAMA2, Falcon and fine tuning will be preferred. - Experience with using PostGreSQL or any other RDBMS and SQL query writing. - Familiar with GIT Lab, CI/CD and Swagger - Strong problem-solving and communication skills, ability to work independently and as part of Agile teams (ref:hirist.tech)

Location: in, IN

Posted Date: 11/27/2024