Data Scientist I/II
1 week ago
Role: Data Scientist I/II
Location: Bengaluru (Hybrid)
Experience: 1-3 years
Akaike Technologies, Greater Bengaluru Area
Company Overview:
Akaike Technologies is a dynamic and innovative AI-driven company dedicated to building impactful solutions across various domains. Our mission is to empower businesses by harnessing the power of data and AI to drive growth, efficiency, and value. We foster a culture of collaboration, creativity, and continuous learning, where every team member is encouraged to take initiative and contribute to groundbreaking projects. We value diversity, integrity, and a strong commitment to excellence in all our endeavors .
Job Description:
We are looking for a Data Scientist to join our team, with a focus on driving innovative solutions using cutting-edge AI/ML and LLM. This role demands a blend of deep technical expertise, effective communication, and ownership . The ideal candidate will have a proven track record in designing and deploying scalable LLM/ML solutions, and talking to clients.
Key Responsibilities:
- Design and implement Retrieval-Augmented Generation (RAG) solutions, including Agentic RAG and Graph RAG, for real-world applications along with LLM evaluation and validation.
- Build and fine-tune models such as GPT-4, Claude, Mistral, Llama, or Phi for specific use cases using prompt engineering and custom fine-tuning techniques.
- Work with millions of data points (e.g., PubMed articles), ensuring efficient high quality data extraction and indexing scalability.
Infrastructure Development :
- Set up and maintain infrastructure such as FASIS and MySQL/PostgreSQL databases with high availability and uptime.
- Develop scalable deployment pipelines using Docker and AWS (ECR, Lambda, Step Functions).
Data Analysis & Machine Learning :
- Utilize Python libraries like NumPy, Pandas, and Dask, Pyspark for data processing and analysis.
- Apply ML/DL libraries like Scikit-learn, TensorFlow/Keras, PyTorch for developing and deploying models.
Traditional NLP Expertise : Work on advanced NLP techniques including Transformers (BERT, T5, GPT), Word2Vec, NER, topic modeling, and contrastive learning.
- Good understanding of Python Ecosystem and implementing research papers
Collaboration & Communication : Work closely with cross-functional teams and clients to deliver impactful solutions.
- Fast paced development and Rapid prototyping environment.
Good to have:
- Expertise in Claims data and pharma background
- Awareness on best software design practices, basic understanding of Flask like backend packages
Benefits and Perks
● Competitive ESOP grants
● Working with fortune 500 companies and world class teams
● Publishing papers and attending conferences
● Opportunity to go to networking events, conferences, and seminars
● Visibility on all the functions at Akaike including sales, pre-sales, lead generation, marketing, and hiring
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