Direction Software LLP - Artificial
- Kpr sugar apperals
- 3 to 7 Yrs
- All India
- 3 months ago
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Job Description
- Position Overview We are seeking a talented and motivated AI/ML Developers to join our team. As an AI/ML Developer, you will be responsible for developing and implementing AI/ML solutions, utilizing your expertise in AI/ML algorithms, programming languages (particularly Python), time-series analysis, forecasting, and cloud technologies. The ideal candidate will have experience working with AI/ML technologies and a strong foundation in software development principles. Responsibilities Collaborate with cross-functional teams to identify and understand business requirements, and translate them into AI/ML solutions. Design, develop, and implement AI/ML algorithms and models, utilizing programming languages such as Python. Build and train machine learning models, utilizing frameworks such as TensorFlow, Keras, or PyTorch. Analyze large datasets, perform data pre-processing, including time-series data, and conduct feature engineering to improve model performance. Apply time-series analysis techniques for data exploration, trend identification, and anomaly detection. Develop forecasting models for predictive analytics and decision-making. Build solutions using modern Gen AI LLM frameworks. Optimize and fine-tune models to enhance accuracy, efficiency, and scalability. Utilize version control systems, particularly Git, to manage and track code changes and collaborate with team members effectively. Deploy AI/ML models on cloud platforms such as AWS, Azure, or Google Cloud, ensuring scalability and reliability. Monitor and maintain deployed models, conduct regular performance evaluations, and implement necessary updates and improvements. Stay up-to-date with the latest advancements in AI/ML technologies, frameworks, time-series analysis, and forecasting, and proactively suggest innovative solutions. Communicate and present technical concepts, findings, and recommendations to both technical and non-technical stakeholders. Required Qualifications Professional experience working on AI/ML solutions, including hands-on experience with machine learning algorithms, deep learning frameworks, data pre-processing techniques, time-series analysis, and forecasting. Experience in building solutions using LLM tools and frameworks. Proficiency in programming languages, with a strong emphasis on Python, and familiarity with libraries and frameworks such as scikit-learn, pandas, NumPy, and SciPy. Experience using an experiment-tracking tool like mlflow. Strong understanding of statistical analysis, linear algebra, probability theory, and time-series concepts. Excellent knowledge of version control systems, particularly Git, and collaborative development workflows. Knowledge of cloud platforms such as AWS, Azure, or Google Cloud, and experience with deploying and managing AI/ML models in a cloud environment. Solid understanding of software development principles and best practices, including testing, code documentation, and debugging. Excellent problem-solving and analytical skills, with the ability to work on complex AI/ML challenges and deliver high-quality solutions within deadlines. Strong communication and interpersonal skills, with the ability to collaborate effectively with cross-functional teams and present technical concepts to non-technical stakeholders. Desirable Qualifications Bachelor's or Master's degree in Computer Science, Engineering, or a related field is desirable but not mandatory. Experience with big data processing frameworks such as Apache Hadoop, Spark, or Kafka. Familiarity with containerization technologies such as Docker and orchestration tools like Kubernetes. Knowledge of distributed computing and parallel processing concepts. Understanding of natural language processing (NLP) techniques and frameworks. Contributions to open-source AI/ML projects or research papers in the field. Relevant certifications in AI/ML technologies. Experience on data labelling tools, frameworks, and strategies Experience with ML/DL topologies like GraphML, GANs etc. Experience developing and deploying AI/ML solutions using DS/ML platforms Understanding of REST services and microservices architecture (ref:hirist.tech),
Employement Category:
Employement Type: Full timeIndustry: IT Services & Consulting
Role Category: Not Specified
Functional Area: Not Specified
Role/Responsibilies: Direction Software LLP - Artificial
Contact Details:
Company: Direction Software LLPLocation(s): All India
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Keyskills: Python forecasting Git AWS Azure statistical analysis linear algebra NumPy SciPy testing debugging Apache Hadoop Spark Kafka distributed computing TensorFlow Keras PyTorch pandas
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