Specialist I

1 week ago

Thiruvananthapuram, Kerala, India UST Full time US$ 90,000 - US$ 1,20,000 per year

9 - 12 Years

1 Opening

Trivandrum

Role description

Job Title: Jr. ML Engineer

Experience Range:

  • Industry: 3–5 years
  • Academic: 1–2 years (relevant ML/AI research or projects)

Hiring Location: Trivandrum

Must Have Skills
  • Programming: Strong expertise in Python or R

  • Applied 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 augmentation
  • End-to-end modelling in ML, DL, and RL
  • Experience with Single models, Ensembles, Mixture of Experts
  • Understanding of Mathematical Induction, Tree Induction, Deep Learning fundamentals, and optimization algorithms like SGD
  • Transfer learning – N-shot learning (or variants), fine-tuning skills
  • ML/DL Verticals: Expertise in at least one – Time Series Modelling, Computer Vision, NLP, or RL

  • Portfolio:

  • GitHub with original ML repositories

  • Kaggle with decent leaderboard positions
  • Tools & Libraries: Proficiency in TensorFlow or PyTorch

  • MLOps:

  • Experience running ML experiments

  • Deploying ML solutions into production (TFServe, Seldon, custom serving – interactive, batch, and stream serving)
  • Performance and scalability optimization
  • Data Engineering: Ensuring smooth data flow between databases and backend systems
  • Custom Development: Implementing custom ML algorithms (e.g., custom SGD) and designing own DNN architectures when needed
Good to Have Skills
  • Experience with Kubeflow, MLflow, Airflow, or SparkML
  • AI/Automation-related patents
  • Exposure to statistics and probability
  • Dockerized code execution experience
  • Familiarity with Kubernetes (preferred as the company uses it)
  • Computer Science or IT background
Skills

AWS DEVOPS,JAVA,SPRINGBOOT

About UST

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.

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