Machine Learning Engineer

Orcalo Limited

Multiple Cities, Pakistan

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Posted Apr 17, 2025 120 views Report Job

Responsibilities:

Design and implement machine learning (ML) models and algorithms to extract insights from structured and unstructured data.
Develop end-to-end ML pipelines, including data collection, preprocessing, feature engineering, model training, deployment, and optimization.
Collaborate with data engineers and software developers to ensure data integrity, scalability, and successful integration of ML solutions into production environments.
Perform data analysis, exploratory data analysis (EDA), and statistical evaluations to uncover trends, patterns, and relationships within data.
Build, evaluate, and deploy predictive models, classification/regression algorithms, recommendation systems, and advanced analytics solutions.
Continuously monitor model performance in production and fine-tune as needed for continuous improvement and business impact.
Work with Natural Language Processing (NLP) techniques including text classification, named entity recognition (NER), sentiment analysis, topic modeling, and language generation.
Leverage computer vision techniques (if applicable) including image classification, object detection, and optical character recognition (OCR).
Familiarity with various AI models such as large language models (LLMs), generative AI, reinforcement learning, and deep learning architectures (e.g., CNNs, RNNs, Transformers).
Utilize Microsoft Power Tools (Power BI, Power Query, Power Automate) for building dashboards, automating workflows, and creating visual analytics for stakeholders.
Communicate findings and insights to both technical and non-technical stakeholders through reports, dashboards, visualizations, and presentations.
Stay updated with the latest research and trends in AI, ML, deep learning, and data science.
Collaborate with business teams to understand problems, define data-driven strategies, and deliver actionable insights.

Qualifications:

Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Machine Learning, Artificial Intelligence, or a related field.
Proven experience (5+ years) in data science, ML engineering, or similar roles involving production-grade ML solutions.
Proficiency in programming languages such as Python, R, or Java.
Hands-on experience with ML frameworks such as TensorFlow, Keras, PyTorch, Scikitlearn.
Strong understanding of statistical analysis, data preprocessing techniques, and feature engineering.
Solid experience in using data analysis libraries and visualization tools such as Pandas, NumPy, Matplotlib, Seaborn, and Plotly.
Experience working with cloud platforms (AWS, GCP, or Azure) and big data tools like Spark, Hadoop, and Databricks.
Familiarity with SQL and NoSQL databases for data manipulation and integration.
Exposure to NLP frameworks (SpaCy, NLTK, HuggingFace Transformers) and real-world NLP projects.
Knowledge of model evaluation and tuning using metrics like accuracy, precision, recall, F1-score, AUC-ROC.
Strong familiarity with Microsoft Power BI, Power Automate, and Power Query for dashboarding and workflow automation.
Excellent problem-solving skills, attention to detail, and a structured approach to solving complex challenges.
Strong communication and interpersonal skills, with the ability to translate complex technical concepts into business-friendly language

Skills

Artificial Intelligence Knowledge Power Tools Knowledge NLP

Job Details

Industry:

Information Technology

Functional Area:

Computer Networking

Total Positions:

1 Post

Job Shift:

First Shift (Day)

Job Type:

Full Time/Permanent

Job Location:

Lahore, Rawalpindi, Pakistan

Gender:

No Preference

Minimum Education:

Bachelors

Degree Title:

Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Machine Learning, Artificial Intelligence, or a related field.

Career Level:

Experienced Professional

Minimum Experience:

5 Years

Apply Before:

May 18, 2025

Posting Date:

Apr 17, 2025

Orcalo Limited

Information Technology · 101-200 employees - Lahore, Rawalpindi

Orcalo is a UK based software solution provider which provides secured and compatible ERP and HRM solution for an organization, which is a web based solution for accounting, inventory, sale, purchase and legal management system