Location: Chennai
Experience: Freshers & Experience
Skill: Machine Learning
Responsibilities:
- Analyze and decompose NLP problems into tractable components.
- Lead a small team of ML Engineers (up to 3), providing guidance on their sub projects.
- Design models, preprocessing steps, experiments, and evaluations to solve your problems.
- Utilize a full spectrum of techniques, from regular expressions to neural nets, to solve challenges.
- Deploy the resulting models to a production environment.
- Contribute to a collaborative team of ML and data science professionals.
- Support continuous improvement of the models over the full model life cycle.
- Develop prototypes, proof of concepts, algorithms, predictive models, and custom analysis.
Requirements:
- Technical leadership of a small team of ML engineers or data scientists.
- Solving real-world (non-academic) machine learning problems.
- Focus in text analytics & NLP.
- Dealing with & cleaning noisy human judgements.
- Model evaluation and experimental methodology.
- Standardizing machine predictions for production use Toolkit/Lang experience: Python, TensorFlow / Keras, Spacy, SKlearn, word2vec, NLTK, Apache Spark.
- Other experience: AWS EC2, S3 & SageMaker, MySQL, Boto, Jupyter.