Join Hiringhood MatchDay for AI/ML and Data careers. Choose your career stream, complete your stream-specific evaluation, become Match-Ready, and get matched with employers hiring for your skills. Freshers and experienced professionals are automatically shown the relevant MatchDay calendar based on their experience level.
UPCOMING MATCHDAYS SAT, 12 SEP
Registration openMachine Learning Engineer MatchDay
Sat, 12 Sep · Remote · 0-3 yrs
214
candidates
Data Analyst MatchDay
Sat, 12 Sep · Remote · 0-3 yrs
182
candidates
1-profile
seen by every hiring company
7-day
sign-up to offer
Free
for jobseekers, always
WHY HIRINGHOOD MATCHDAY
Hiringhood MatchDay is built exclusively for AI/ML and Data professionals. Choose your career stream, complete your stream-specific evaluation once, and get considered by employers hiring for your skills — without applying to every company individually.
One profile, multiple AI/ML employers
Complete your profile once and get matched with employers hiring for your chosen AI, ML or Data stream during the relevant MatchDay.
Become Match Ready once
Qualify through your stream-specific evaluation and let employers discover you based on your readiness, not just your resume.
Employers hiring your skills
Meet employers actively hiring across AI, Machine Learning and Data roles during scheduled MatchDays.
Free for every job seeker
Register, complete your evaluation, and participate in MatchDay at no cost.
“
You focus on proving your skills. We'll focus on getting you in front of the right employers.
— The MatchDay promise to jobseekers
UPCOMING MATCHDAYS
Freshers interview on the 1st & 3rd Saturday of the month, experienced professionals on the 2nd & 4th. Register before a MatchDay starts to hold your spot.
Forward Deployed Engineer MatchDay
Solution build + customer scenario + TARA
PICK YOUR STREAM
Each AI, ML and Data stream runs its own evaluation, its own stream-specific employers — built around how your discipline actually gets hired. Numbers refresh ahead of every MatchDay.
Data Analyst
SQL · Excel · Power BI · Python
102
in pool
24
match-ready
ML Engineer
Python · PyTorch · MLOps
214
in pool
38
match-ready
Data Engineer
Spark · Airflow · SQL · Cloud
86
in pool
17
match-ready
GenAI Engineer
LLMs · RAG · Prompt · LangChain
80
in pool
—
match-ready
HOW IT WORKS
MatchDay follows a structured hiring process, so you always know what happens next.
Sign-up
Create a profile and pick your stream
Assessment
Clear your stream-specific evaluation
MatchDay
Employers review your MatchDay profile
Shortlist
Interested employers shortlist you
Offer
Interview, match, and get an offer
Joined
Officially part of the team
THE ASSESSMENT
You complete a single stream assessment. Here's what it shows companies — so you're interviewed for judgement, not basics.
Technical aptitude
Role-relevant reasoning and fundamentals.
Applied skill
A hands-on, graded approach — not theory.
Portfolio & projects
Your work and contribution, verified.
Communication
Clarity and articulation, scored fairly.
Role fit
Matched to the roles that suit your strengths.
Feedback, always
A written summary you keep, matched or not.
Real jobseekers who found their next role through MatchDay.
FAQS
No. One stream-specific evaluation covers every employer hiring in that stream on that MatchDay — you're considered by all of them at once, from a single profile.
You'll get specific written feedback on your evaluation and can register for the next MatchDay in your stream — MatchDays run twice a month for your experience level, so you never wait long.
MatchDay is exclusive to AI, ML and Data careers — currently the Data Analyst, ML Engineer, Data Engineer and GenAI Engineer streams, with more added over time.
Freshers (0–3 years) interview on the 1st & 3rd Saturday of the month; experienced professionals (3+ years) on the 2nd & 4th. Once you register, your calendar is selected automatically from your experience level.
Yes. MatchDay is completely free for jobseekers. Employers pay to take part — you just create a profile, complete your evaluation, and show up.
Yes, though each stream has its own evaluation, so most jobseekers focus on the one or two that fit them best.
Join free, pick your AI, ML or Data stream, and get matched with employers hiring on your MatchDay — ready to interview, not lost in a pile of applications.