SoftTech Engineers Ltd
Linkedin · Posted 1mo ago
Associate - Development
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Indexed description
Desired Skills and Experience:
- Graduate Engineer or Post graduate with 2-4 years of experience, out of which about 2+ years in Advance AI (Gen AI) techniques and rest in data Science, AI and Machine Learning.
- Must have good grasp on database management, including both SQL (Structured Query Language) and NoSQL (Non-relational) databases.
- Must have hands on Python based web and back end frameworks like Django, flask
on and end-to-end product build, development and delivery experience with a mix of customer interfaces (e.g. web, mobile), languages and technologies, SAAS/Cloud based/ Big sized / Date Centered application, with a strong concurrent user base.
Key Skills:
- Advanced AI techniques: Hands on Gen AI, LLM’s, OpenAI models, LLAMA, Prompt Engineering, Fine-tuning, RAG Building, Quantization, etc.
- Machine learning techniques: Neural Network, Deep Learning algorithms (CNN/RNN/LSTM,etc), Predictive modeling, Exploratory Data analysis (EDA), Linear Regression, Logistic Regression, Clustering Techniques, Naïve Bayes, Ensemble, Gradient Boosting, XGBoost, Support Vector Machine (SVM), Decision Tree, Random forest, Knowledge Graphs etc.
- Text analytics: NLP, Sentiment Analysis, Topic Modeling, Seq2Seq, Attention model, Tokenizer, TFIDF, Word2Vec, etc.
- Python based web and back end frameworks like Django, flask, fastAPI
- Tools: Python, Pytorch, Keras, Tensorflow, OpenCV, Spacy, Sklearn, Pandas, Git , SQL, Databricks, R etc.
Personal Attributes:
- Strategic thinker with a proactive and entrepreneurial mindset.
- Strong problem-solving skills and a results-driven approach.
- Ability to thrive in a fast-paced and dynamic environment.
- Excellent decision-making and leadership capabilities.
- Commitment to continuous learning and professional development.
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