Senior ML Developer/Team Leader
Senior ML Developer/Team Leader
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Job Description
You may apply to Tietoevry by selecting Apply and fill your application details to the form. You may also Apply by using LinkedIn and populate details to your application from your LinkedIn profile.
Infopulse part of Tietoevry Create is inviting a talented professional to join our project as a Senior Machine Learning Engineer. Our customer is one of the Big Four companies providing audit tax consulting and financial advisory services.
This role offers an opportunity to work across domains including Hoteling/Office Operations Social Networking and Finance (Invoicing) contributing to impactful integrated machine learning solutions.
Areas of Responsibility
Business Problem Solving: identify and define business problems and convert them into machine learning or data science tasks proposing effective solutions
SDLC Automation: contribute to and design software development lifecycle (SDLC) automation implementing CI/CD and MLOps best practices
Model Development and Optimization: architect develop train evaluate and optimize machine learning models to ensure cost efficiency and effectiveness
Production Scalability: ensure ML solutions are robust reliable and scalable for production environments with a focus on model inference and integration
Architecture Design: lead the design of ML solution architectures from data extraction and preprocessing to model deployment
Pipeline Management: oversee provisioning monitoring and management of ML pipelines collaborating closely with DevOps to ensure seamless data flow and model performance
Quality Assurance: establish QA processes for ML solutions including data validation model testing and pipeline monitoring
Qualifications
Machine Learning Expertise: strong foundation in machine learning algorithms and data science principles
Experience with ProductionReady ML: demonstrated experience in endtoend machine learning solutions particularly in production environments
Programming Skills: proficiency in Python with experience in libraries such as Pandas SciPy scikitlearn Matplotlib and NumPy
Data Analysis Skills: strong knowledge of data analysis and preprocessing techniques using industrystandard tools and libraries
Will be an Advantage
MLOps Knowledge: experience with MLOps tools and frameworks for model deployment and lifecycle management
Cloud Experience: familiarity with cloud environments and services (e.g. AWS Azure GCP) related to machine learning
Big Data Skills: experience working with big data tools like Spark Hadoop or similar technologies
Domain Knowledge: background in hoteling social networking or financerelated applications of machine learning
Personal Skills
Analytical Thinking: ability to analyze complex problems and devise efficient innovative solutions
Collaboration: willingness to collaborate with crossfunctional teams including Product DevOps Backend and Design
Leadership: capability of providing technical guidance and mentorship to encourage best practices and innovation within the team
Adaptability: ability to quickly adapt to new challenges evolving technologies and varying project demands
Attention to Detail: strong focus on producing highquality reliable solutions that meet production standards
At Tietoevry we believe in the power of diversity equity and inclusion. We encourage applicants of all backgrounds genders (m/f/d) and walks of life to join our team as we believe that this fosters an inspiring workplace and fuels commitment to openness trust and diversity is at the heart of our mission to create digital futures that benefit businesses societies and humanity.Diversityequity andinclusion ()
Required Experience:
Senior IC
Employment Type
Full-Time
