AI/ML Engineer

3 weeks ago

Thiruvananthapuram Trivandrum Cochin Kochi Ernakulam, India Techversant Full time

Job Description - As an AI/ML Engineer, you will be responsible for developing AI/ML Solutions based on Deep learning, Reinforcement learning, Computer vision, Expert system, Transfer Learning, NLP, and Generative AI models. - Design, and deliver ML architecture patterns operable in native and hybrid cloud architectures. - Create Functional and technical specifications for AI/ML solutions. - Implement machine learning algorithms in services and pipelines that can be used on a web scale. - Develop proofs of concept AI/ML based solutions and services and demonstrate it to Business. - Design, develop, and implement Generative AI models using state-of-the-art techniques. - Collaborate with cross-functional teams to define project goals, research requirements and develop innovative solutions. - Experience in implementing and deploying AI/ML solutions (using various - models, such as CNN, RNN, Fuzzy logic, Q learning, SVM, Ensemble, Logistic Regression, Random Forest etc.) - Specializes in at least one of the AI/ML stack, Frameworks and tools like MxNET and Tensorflow. - Strong proficiency in Python/R/Scala (Python is a must and R, Scala is a plus). - Hands-on experience with data analytics and classical machine learning, deep learning tools (e.g.Pandas, NumPy, Scikit-learn) and deep learning frameworks (e.g. Tensorflow, Pytorch). - Experience in RDBMS, NoSQL, Big Data stores like Elastic, Cassandra, Hbase, Hive, HDFS and Big Data technologies like Kafka, Apache Spark is a plus. - Strong knowledge of statistical concepts and techniques. - Knowledge in data visualization tools (Tableau, Power BI, etc.) and SQL. - Excellent understanding of object-oriented concepts and Python. - Experience in NLP models like BERT, Transformer architectures, etc. - Experience in leveraging Computer Vision and OCR in document extraction use cases. - Excellent problem-solving and analytical skills. - Strong communication and presentation skills. What will make you stand out - Experience in production software engineering routines (e.g.Continuous Integration/Continuous Deployment). - Experiences in cloud-based solutions (e.g. AWS, Azure, GCP). - Experience working using Agile-based principles and tools. - Familiarity with working on large data sets and distributed computing (e.g. Hive, Spark, Kafka, Airflow,Scala). - Certification in any of the available cloud-based AI/ML technologies is a plus. Experience and Qualification: - B Tech/M.Tech/Ph.D CS/IS/IT or Msc Statistics, MCA - 5+ years of relevant experience in AI/ML projects.

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