Data Scientist
6 months ago
**DATA SCIENTIST - NLP, Generative AI**
Location Pune - Maharashtra, India
**Pacesetting. Passionate. Together.** HELLA, one of the leading automotive suppliers worldwide, has shaped the industry with innovative lighting systems and vehicle electronics. In addition, the company is one of the most important partners of the aftermarket and independent workshops. What motivates us: Shaping the mobility of tomorrow and fostering the central market trends such as autonomous driving, efficiency and electrification, connectivity and digitization as well as individualization. Every day, 36,000 employees worldwide are committed to this with passion, know-how and innovative strength.
**YOUR TASKS**
Key Responsibilities:
Data Analysis and Preprocessing: Collect and preprocess large-scale text corpora to train and fine-tune language models. Conduct data analysis to identify patterns, trends, and insights that can inform model development and improvement.
Creating clear prompts, chaining responses, designing prompt templates to use the LLM.
Model Training and Evaluation: Train and fine-tune a Large Language Model (LLM) using appropriate machine-learning frameworks like TensorFlow/PyTorch.
Research and Innovation: Stay up to date with the latest advancements in the field of NLP, LLM and machine learning and proactively identify opportunities to leverage new technologies for improved solutions.
Essential skills and abilities:
Experience in working with NLP and LLM.
Strong understanding of NLP concepts like tokenization, embeddings, attention concept and transformer architectures (BERT, GPT).
Hands-on experience in text classification, named entity recognition, question answering, language modeling, summarization, translation, multiple choice, and text generation.
Excellent Python skills, including experience with NLP Libraries (e.g., LangChain, NLTK[SHJ3], spaCy, HuggingFace Transformers)
Strong understanding of AI/ML fundamentals, algorithms
Good understanding of vision based Generative AI algorithms like Transformers/Stable Diffusion
Strong knowledge of frameworks and packages like scikit-learn, TensorFlow or PyTorch, pandas and NumPy
Good experience with Git
Experience of working on Azure
Good to have:
Strong understanding of Neural networks
Data visualization tools like plotly, streamlit, etc.
Experience with Docker or Kubernetes
Aware about latest technological trends in Generative AI.
Soft Skills:
Passionate, curious, and committed to deliver high-quality solutions/products
Strong troubleshooting and proactive problem-solving skills
Ability to perform as an individual contributor as well as work with teams
Curiosity to learn and experiment with new tools and technologies.
Strong analytical, communication and presentation skills
Communicate findings and insights to technical and non-technical stakeholders through presentations and reports
**YOUR QUALIFICATIONS**
- Bachelor’s/Master’s in Computer Science / Electronics / Data Science or related field from a reputed institute.
- Fluent in spoken and written English
- 3 to 5 years of industry experience in software development
Take the opportunity to reveal your potential within a global, family-run company that offers you the best possible conditions for progressing in your career.
**HELLA India Automotive Pvt Ltd.**
Ashwini Mankar
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