Senior Software Engineer, Machine Learning

Job Description

Title: Senior Software Engineer, Machine Learning

Company Name: Apurba Technologies

Vacancy: 3

Job Location: Dhaka

Employment Status: Full-time

Educational Requirements:
∎ Bachelor of Computer Application (BCA) in Software, Bachelor of Science (BSc) in Computer Science & Engineering, Masters in Computer Application (MCA) in Software, Master of Science (MSc) in Computer Science & Engineering
∎ BS/MS in Computer Science, Computer Vision, Machine Learning, NLP, or a related technical field.
∎ Skills Required: docker, Kubernetes, Object Oriented Programming, OpenCV, PyTorch, TensorFlow

Experience Requirements:
∎ At least 3 year(s)
∎ The applicants should have experience in the following area(s): Computer Vision, Deep Learning Modeling, Image processing, Machine Learning, NLP, Spell checking

Job Responsibilities:
∎ Design, implement, and maintain computer vision and NLP models for various applications, such as image and text classification, object detection, and named entity recognition.
∎ Identify new opportunities to apply computer vision (2D & 3D), NLP (Multilingual), and Machine Learning to different projects.
∎ Pre-process and clean text and image data to prepare for use in computer vision and NLP models.
∎ Train and validate computer vision and NLP models using large datasets, optimizing parameters and algorithms to improve accuracy and performance.
∎ Deploy computer vision and NLP models into production systems and integrate them with other systems and applications.
∎ Manage and maintain the infrastructure required for ML model training and deployment, including cloud services, computing resources, and data storage.
∎ Stay up to date with the latest research in computer vision and NLP and perform experiments to test new algorithms and approaches.
∎ Collaborate with teams, including data scientists and software engineers, to define requirements and deliver solutions.
∎ Document and communicate the results of computer vision and NLP models, including performance metrics and limitations.
∎ The candidate also requires a strong background in computer science, mathematics, and linguistics, as well as experience with computer vision and NLP libraries and frameworks such as OpenCV, TensorFlow, and PyTorch. Strong programming skills, especially in Python, and experience with data analysis and visualization tools are also important. Additionally, experience with cloud platforms such as AWS and GCP, and experience with containerization technologies such as Docker and Kubernetes are important. Good communication and collaboration skills are important for working with cross-functional teams.

Additional Requirements:
∎ Age at least 25 years
∎ Both males and females are allowed to apply
∎ Familiarity with CV and DL fundamentals like Segmentation, Filter Design, Noise Reduction, Compression, feature extraction, CNN, Supervised machine learning, transfer learning, Classification, Detection, Residual Learning, Deep Embeddings, Recurrent Networks, and distributed deep learning.
∎ Familiarity with one of the DL frameworks and tools like Tensorflow, Keras, PyTorch, etc., OpenCV, and GPUs + CUDA.
∎ Hands-on experience with Docker, Git, Flask/Dango, Restful-API, and Linux-Server (AWS).
∎ Ensure data privacy and security in machine learning deployments.
∎ Strong written and verbal communication skills.
∎ Love for the Bangla language.
∎ Must have your Laptop. You need to be responsible for your own devices required for this position7

Salary:
∎ Negotiable
∎ We will match with the current market standards.

Compensation & Other Benefits:
∎ Weekly 2 holidays
∎ Lunch Facilities: Full Subsidize
∎ Salary Review: Yearly
∎ Festival Bonus: 2
∎ Other benefits will be offered to deserving candidates per company policy.

Job Source: Bdjobs.com Online Job Posting.

Application Deadline: 15 Jul 2023

Company Information:
∎ 2 Jul 2023
∎ Apurba Technologies
∎ Address : Road # 22, House # B/158, Flat # 3(2nd floor) New DOHS Mohakhali, Dhaka
∎ Web : www.apurbatech.com
∎ Business : Established in 2010, Apurba Technologies Ltd. is a leading edge software development company in Bangladesh. Our focus is on Big Data modeling and analytics, Natural Language Processing (NLP), computational linguistics, and pattern recognition. We have exclusive software development contract with Apurba Technologies Inc., based out of Silicon Valley, California, USA

Category: IT/Telecommunication

: Please read the job circular carefully.