24 Oct
|
Predictive Research
|
Bengaluru
24 Oct
Predictive Research
Bengaluru
Key Responsibilities
- Design, build, and evaluate machine learning and deep learning models for internal products and client solutions.
- Perform data collection, cleaning, preprocessing, feature engineering, and exploratory data analysis.
- Develop and fine-tune components for GenAI/LLM-based solutions and multi-agent AI systems.
- Write clean, productive, well-documented, and testable code for model development and data pipelines.
- Support model deployment, monitoring, and performance tuning in collaboration with engineering (MLOps practices).
- Validate model outputs, run experiments, and document methodology and results for reproducibility.
- Collaborate with senior data scientists and engineers on live client projects across multiple industries.
- Research and evaluate new ML/AI techniques, frameworks, and tools, and recommend improvements to existing models and pipelines.
- Participate in code reviews, sprint planning, and team knowledge-sharing sessions.
Required Skills & Qualifications
- Bachelor's/Master's degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
- 0-1 year of hands-on experience in machine learning through internships, academic projects, research, or a full-time role.
- Strong proficiency in Python and familiarity with core data structures and algorithms.
- Practical experience with ML libraries such as NumPy, Pandas, and scikit-learn, and building models (regression, classification, clustering).
- Working knowledge of a deep learning framework (TensorFlow or PyTorch) through coursework, projects, or internships.
- Solid understanding of statistics and probability fundamentals.
- Familiarity with SQL and working with structured/unstructured data.
- Exposure to Generative AI/LLM concepts (e.g., prompt engineering, RAG, transformers, embeddings) is a strong plus.
- Basic understanding of version control (Git) and software engineering best practices.
- Strong analytical and problem-solving skills, with a proactive, ownership-driven mindset.
- Good communication skills and ability to work collaboratively in a fast-paced team environment.
What We Offer
- Hands-on ownership of real ML/GenAI projects for enterprise clients from day one.
- Direct mentorship from experienced data scientists and ML engineers.
- Exposure to cutting-edge GenAI, LLM, and multi-agent AI systems.
- Clear growth path toward a mid-level/senior Machine Learning Engineer or Data Scientist role.
Pay: ₹20,062.91 - ₹40,000.00 per month
Work Location: In person
📌 Machine Learning Engineer (Bengaluru)
🏢 Predictive Research
📍 Bengaluru