Developer III - Software Engineering

3 - 5 Years
1 Opening
Trivandrum

Job Title: Jr. ML Engineer

Experience Range:

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

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

ML ENGINEER,PYTHON,NLP,AIML