Job Description:Job Title: Jr. ML EngineerExperience Range:Industry: 3–5 yearsAcademic: 1–2 years (relevant ML/AI research or projects)Hiring Location: TrivandrumMust Have SkillsProgramming: Strong expertise in Python or RApplied Machine Learning:Problem framing – ability to choose between Supervised, Self-supervised, or Reinforcement Learning (RL)Data wrangling – experience with Weak/Distant Supervision, Pseudo-labelling, strong EDA, data preparation, labelling, and data augmentationEnd-to-end modelling in ML, DL, and RLExperience with Single models, Ensembles, Mixture of ExpertsUnderstanding of Mathematical Induction, Tree Induction, Deep Learning fundamentals, and optimization algorithms like SGDTransfer learning – N-shot learning (or variants), fine-tuning skillsML/DL Verticals: Expertise in at least one – Time Series Modelling, Computer Vision, NLP, or RLPortfolio:GitHub with original ML repositoriesKaggle with decent leaderboard positionsTools & Libraries: Proficiency in TensorFlow or PyTorchMLOps:Experience running ML experimentsDeploying ML solutions into production (TFServe, Seldon, custom serving – interactive, batch, and stream serving)Performance and scalability optimizationData Engineering: Ensuring smooth data flow between databases and backend systemsCustom Development: Implementing custom ML algorithms (e.g., custom SGD) and designing own DNN architectures when neededGood to Have SkillsExperience with Kubeflow, MLflow, Airflow, or SparkMLAI/Automation-related patentsExposure to statistics and probabilityDockerized code execution experienceFamiliarity with Kubernetes (preferred as the company uses it)Computer Science or IT backgroundSkills:AWS DEVOPS,JAVA,SPRINGBOOTAbout Company:UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world’s best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients’ organizations. With over 30,000 employees in 30 countries, UST builds for boundless impact—touching billions of lives in the process.
