Machine Learning Engineer
Ova Technologies
Machine Learning Engineer
We are seeking a talented and innovative Machine Learning Engineer to design, develop, deploy, and maintain machine learning models and AI-powered solutions. The ideal candidate will work closely with data scientists, software engineers, and business stakeholders to build scalable machine learning systems that solve complex business problems and drive data-driven decision-making.
Key Responsibilities:
- Design, develop, train, and deploy machine learning models and algorithms.
- Build scalable data pipelines for data collection, processing, and feature engineering.
- Evaluate and optimize machine learning models for accuracy, performance, and scalability.
- Collaborate with cross-functional teams to understand business requirements and translate them into AI/ML solutions.
- Deploy and monitor machine learning models in production environments.
- Perform model validation, testing, and performance tuning.
- Develop and maintain MLOps workflows for continuous integration and deployment of ML models.
- Analyze large datasets to identify trends, patterns, and opportunities for predictive analytics.
- Research and implement emerging AI and machine learning technologies.
- Document model architectures, processes, and technical solutions.
Required Skills:
- Strong understanding of Machine Learning, Deep Learning, and Artificial Intelligence concepts.
- Experience with supervised and unsupervised learning algorithms.
- Knowledge of data preprocessing, feature engineering, and model evaluation techniques.
- Strong analytical and problem-solving abilities.
- Experience deploying machine learning solutions into production.
- Excellent communication and collaboration skills.
Technical Skills:
- Programming Languages: Python, R, Java
- Machine Learning Libraries: Scikit-learn, TensorFlow, PyTorch, Keras
- Data Processing: Pandas, NumPy, Apache Spark
- Databases: MySQL, PostgreSQL, MongoDB
- Cloud Platforms: AWS, Azure, Google Cloud Platform (GCP)
- MLOps Tools: MLflow, Kubeflow, Airflow
- Version Control: Git, GitHub, GitLab
- Containerization: Docker, Kubernetes
- Data Visualization: Matplotlib, Seaborn, Power BI, Tableau
Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Statistics, Mathematics, or a related field.
- Relevant AI/ML certifications are a plus.
Experience:
- 3–7 years of experience in Machine Learning, Data Science, or AI-related roles.
- Hands-on experience building and deploying machine learning models in production environments.
- Experience working with large-scale datasets and distributed computing frameworks.
- Familiarity with Agile development methodologies.
Preferred Qualifications:
- Experience with Generative AI, Large Language Models (LLMs), and Natural Language Processing (NLP).
- Knowledge of Computer Vision and Deep Learning frameworks.
- Experience with Retrieval-Augmented Generation (RAG) architectures.
- Familiarity with vector databases such as Pinecone, Weaviate, or ChromaDB.
- Experience integrating AI services through APIs and cloud-based AI platforms.
Preferred Qualities:
- Strong problem-solving and critical-thinking skills.
- Passion for innovation and emerging AI technologies.
- Ability to work independently and in a collaborative environment.
- Excellent communication and presentation skills.
- Commitment to continuous learning and professional development.
Employment Type:
Full-Time
Location:
Remote / Hybrid / On-site (based on company requirements)
Nice to Have:
- Experience with Generative AI tools such as OpenAI APIs, Claude, Gemini, or similar platforms.
- Knowledge of LLM fine-tuning, prompt engineering, and AI model evaluation.
- Experience building AI-powered chatbots, recommendation engines, or predictive analytics solutions.
- Contributions to open-source AI/ML projects or published research in machine learning.
$150k - $190k
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