Senior AI/ML Software Engineer

Senior AI/ML Software Engineer

Arbetsbeskrivning

Our biggest strength is our culture and people. We search for our next Member, not just a resume. Therefore, we’ve put together a set of characteristics that we find most important for our team members.
1.     Self-Leadership: You take the opportunity to be your own leader when the situation demands it. You take the right decisions on your own and exhibit dedication towards achieving your goals.  
2.     Team player: True way for a team to succeed happens through collaboration. Teams need team players who can absorb, understand, and consider ideas and points of view from other people without debating and arguing every point. You are that team player and you can receive criticism without reacting defensively.
3.     Communication: Communication is very important because it's the only way we can effectively work together on anything. You can build trust, resolve problems, provide clarity and direction, create better relationships, increase engagement, improve productivity and promote team building through your communication.
4.     Curiosity: You are curious about customer needs, how we can improve our services. You have desire to learn and achieve great.


If you believe it is You, great! We would like you to apply for our open position.


Job Description
You will be responsible for designing and building modern, adaptable, elastic, flexible AI/ML solutions that are easier to integrate into new and/or existing business processes. You will support in evaluating and recommending toolsets for development and operations, aligning the ML model scripts developed by data scientists with the overall deployment framework. You will define the model management processes for development and production, and orchestrate deployment using model repository.
You will regularly collaborate with data engineers and business-led data scientist to implement, verify and validate data quality findings. You will develop prototypes utilizing ML frameworks, such as TensorFlow, scikit-learn, mlflow, or could services like Amazon SageMaker etc., that are easier to scale and establish a monitoring framework for continuous evaluation and improvements in model performance. 
In addition, you will also be required to define the testing methodologies to conduct model verification and validation such as A/B testing, sensitivity analysis or static analysis.


Experience
5+ Years of experience in ML/AI
2+ Years of experience in cloud (Azure/AWS/GCP) and DevOps skills
A seasoned software engineer with strong mindset of building scalable and high-quality software products.
Experience creating unit tests, integration tests, and automation tests for production applications.
Excellent programming skills in Python 3, not only being familiar with the language but also well-versed in best practices, code structures, idiomatic code and development workflow.
In-depth understanding of supervised and unsupervised machine learning algorithms.
Hands-on experience in different kinds of infrastructure development tasks, such as creating Jenkins pipelines, Docker containers and registries, operating Kubernetes clusters or administrating Azure services.
Experience in tech leadership and coaching.
Familiar with development process in agile teams, comfortable with design discussions, pair programming and code reviews.



About us
Aigometri Incorporate was established in 2015 with the aim of being an innovative IT Consulting company that combines IT, Project and Test management with sales, marketing and business development to provide our customers high quality services and support. 
We aim to maintain loyal and long-term relationships with the businesses that rely on us for greater efficiency, productivity and profitability.
We consider the "Top Quality, Good service and Strong commitment & Engagement" as the most important principles we offer to our clients. We are engaged in development of tools and machine-learning algorithms for variety of business problems like customer churn prediction, next best action recommendation, segmentation, predictive failure, GDPR and regulatory reporting.
We are striving for the goals of growing both in the domestic and global markets, creating new business opportunities and reaching the desired level of success, which we will constantly search for.

Sammanfattning

  • Arbetsplats: Aigometri AB
  • 3 platser
  • Tillsvidare
  • Heltid
  • Fast och rörlig lön
  • Publicerat: 27 februari 2020
  • Ansök senast: 31 maj 2020

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