Data Science Engineer

Ciklum is looking for a Data Science Engineer to join our team full-time in India.

We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.

About the role:

As a Data Science Engineer, become a part of a cross-functional development team who is working with a leading enterprise AI SaaS company for digital transformation across the most critical and resilient growth industries, including retail, consumer packaged goods, financial crime prevention, manufacturing, media, and IT service management. Since its founding in 2017, our client serves 1500+ Enterprise customers globally and has grown to 2,500 talented leaders, data scientists, and other professionals across over 20 countries.

Responsibilities

Collaborate with engineers, data scientists, and business analysts to understand requirements, refine models, and integrate LLMs into AI solutions

Development and implementation of Deep learning algorithms for AI solutions

Stay updated with recent trends in GENAI and apply the latest research and techniques to projects

Collaborate with clients to understand their business challenges and tailor GENAI solutions that provide strategic advantages

Preprocess raw data, including text normalization, tokenization, and other techniques, to make it suitable for use with NLP models

Setup and train large language models (BERT, GPT-3, etc.) and other state-of-the-art neural networks

Conduct thorough testing and validation to ensure accuracy and reliability of model implementations

Perform statistical analysis of results and optimize model performance for various computational environments, including cloud and edge computing platforms

Requirements

Bachelor's/Masters degree in computer science, engineering, or a related field

4+ years of enterprise software product development experience, with a solid understanding of object-oriented design patterns, concurrency/multithreading, and scalable AI and GenAI model deployment

Strong programming skills in Python, PyTorch, TensorFlow, and related libraries

Proficiency in RegEx, Spacy, NLTK, and NLP techniques for text representation and semantic extraction

Hands-on experience in developing, training, and fine-tuning LLMs and AI models

Practical understanding and experience in implementing techniques like CNN,RNN,GANs, RAG, Langchain, and Transformers

Expertise in Prompt Engineering techniques and various vector databases

Familiarity with Cloud Computing Platforms like AWS/Azure

Experience with Docker, Kubernetes, CI/CD pipelines

Excellent analytical and problem-solving skills. Strong communication skills and ability to collaborate effectively with cross-functional teams

Skills and Experience

Python, PyTorch, TensorFlow, and related libraries and modules

Deep learning, Computer Vision, CNN, RNN, LSTM

Regular Expressions (RegEx), Spacy, NLTK, and NLP techniques

Large Language Models (LLMs), Transformers, LSTMs, RNNs, and GANs

Conversational AI (Chatbots), Prompt Engineering

Vector Databases (Pinecone, Cassandra, etc.), Database Technologies

Cloud Computing Platforms (AWS, Azure, GCP)

Desirable

Knowledge of various machine learning algorithms, reinforcement learning and Image Processing

Deployment and Application Development Technologies like Flask, FastAPI

Data preprocessing libraries like NumPy, Pandas

Familiarity with MySQL and NoSQL databases

What's in it for you?

Care: your mental and physical health is our priority. We ensure comprehensive company-paid medical insurance, as well as financial and legal consultation

Tailored education path: boost your skills and knowledge with our regular internal events (meetups, conferences, workshops), Udemy licence, language courses and company-paid certifications

Growth environment: share your experience and level up your expertise with a community of skilled professionals, locally and globally

Flexibility: hybrid work mode at Chennai or Pune

Opportunities: we value our specialists and always find the best options for them. Our Resourcing Team helps change a project if needed to help you grow, excel professionally and fulfil your potential

Global impact: work on large-scale projects that redefine industries with international and fast-growing clients

Welcoming environment: feel empowered with a friendly team, open-door policy, informal atmosphere within the company and regular team-building events

About us:

India is a strategic growth market for Ciklum.

Be a part of a big story created right now. Lets grow our delivery center in India together! Boost your skills and knowledge: create and innovate with like-minded professionals all of that within a global company with a local spirit and start-up soul.

Supported by Recognize Partners and expanding globally, we will engineer the experiences of tomorrow!

Be bold, not bored!